NLU Benchmark

Last updated: 18/05/2023 10:34:12
Hover over the headings for more information
Rank Model ID Parameters Vocabulary size Context Speed Score DA NO SV NER SENT LA QA DaNE AngryTweets ScaLA-da ScandiQA-da NorNE-nb NorNE-nn NoReC ScaLA-nb ScaLA-nn ScandiQA-no SUC3 SweReC ScaLA-sv ScandiQA-sv
NbAiLab/nb-bert-base 178 120 512 1.92 ± 0.02 83.08 ± 0.86 / 85.34 ± 1.10 46.32 ± 1.22 / 64.13 ± 0.85 66.41 ± 1.89 / 82.44 ± 1.42 45.41 ± 1.77 / 49.42 ± 1.72 89.36 ± 0.86 / 93.01 ± 0.68 84.38 ± 0.81 / 88.43 ± 0.78 60.84 ± 1.48 / 72.16 ± 1.38 73.89 ± 1.31 / 86.19 ± 0.93 72.10 ± 2.07 / 85.37 ± 1.33 42.74 ± 1.83 / 47.31 ± 1.87 75.35 ± 0.88 / 80.38 ± 0.99 71.21 ± 1.11 / 67.49 ± 2.90 64.03 ± 1.94 / 81.39 ± 1.29 42.61 ± 2.04 / 46.73 ± 1.80
pere/roberta-base-exp-8 278 250 512 1.90 ± 0.03 80.70 ± 0.75 / 83.17 ± 0.71 49.66 ± 0.99 / 66.21 ± 0.72 60.13 ± 13.57 / 78.92 ± 6.96 41.92 ± 2.65 / 45.68 ± 2.57 86.13 ± 1.08 / 88.99 ± 0.96 78.66 ± 1.85 / 82.99 ± 1.53 57.37 ± 1.31 / 70.45 ± 1.13 69.92 ± 2.01 / 83.51 ± 1.33 70.05 ± 1.76 / 84.13 ± 1.17 40.55 ± 2.53 / 45.32 ± 2.29 67.31 ± 3.11 / 73.44 ± 2.81 73.63 ± 1.53 / 68.42 ± 4.24 58.91 ± 17.49 / 77.13 ± 10.99 41.58 ± 0.99 / 46.09 ± 0.99
xlm-roberta-base 278 250 512 1.93 ± 0.02 83.21 ± 0.69 / 84.95 ± 0.76 47.00 ± 2.24 / 64.25 ± 1.84 62.44 ± 2.23 / 80.48 ± 1.45 42.40 ± 2.03 / 46.87 ± 2.14 87.15 ± 0.66 / 89.55 ± 0.56 78.22 ± 3.18 / 81.94 ± 2.84 53.23 ± 2.59 / 65.99 ± 3.76 66.60 ± 2.68 / 82.12 ± 1.77 36.19 ± 15.09 / 65.08 ± 10.44 41.41 ± 2.97 / 46.52 ± 2.96 71.92 ± 1.86 / 78.21 ± 1.82 73.38 ± 2.23 / 68.86 ± 4.82 62.55 ± 9.85 / 79.88 ± 6.47 42.61 ± 2.73 / 47.66 ± 2.84
vesteinn/ScandiBERT 124 50 512 1.90 ± 0.02 82.95 ± 1.10 / 84.55 ± 1.27 47.61 ± 1.40 / 65.02 ± 1.06 61.51 ± 7.24 / 79.84 ± 4.00 33.63 ± 3.31 / 37.61 ± 3.24 88.74 ± 0.88 / 91.35 ± 0.72 81.18 ± 1.55 / 84.78 ± 1.36 48.38 ± 3.15 / 57.53 ± 5.42 62.43 ± 13.74 / 78.73 ± 9.87 66.78 ± 3.05 / 82.50 ± 1.82 38.57 ± 1.69 / 43.17 ± 1.68 74.25 ± 0.88 / 80.45 ± 0.53 71.21 ± 1.00 / 64.47 ± 3.23 67.39 ± 2.68 / 82.65 ± 1.81 40.91 ± 2.41 / 45.52 ± 2.35
ltg/norbert2 125 50 512 1.49 ± 0.04 79.82 ± 0.49 / 81.40 ± 0.63 39.43 ± 0.70 / 59.43 ± 0.58 50.76 ± 8.45 / 74.57 ± 4.53 42.41 ± 1.47 / 47.05 ± 1.53 87.36 ± 0.53 / 90.29 ± 0.44 82.87 ± 0.96 / 86.56 ± 0.80 59.11 ± 1.55 / 71.03 ± 1.57 70.08 ± 1.57 / 83.73 ± 0.90 66.37 ± 1.22 / 82.38 ± 0.79 44.29 ± 1.27 / 49.15 ± 1.36 60.58 ± 0.99 / 65.97 ± 0.77 66.75 ± 0.88 / 65.54 ± 2.07 35.67 ± 2.41 / 66.12 ± 1.31 38.62 ± 1.02 / 43.24 ± 1.00
cardiffnlp/twitter-xlm-roberta-base 278 250 512 1.91 ± 0.01 79.64 ± 0.79 / 81.61 ± 0.61 45.30 ± 2.03 / 63.22 ± 1.47 51.74 ± 2.53 / 74.31 ± 1.94 34.45 ± 3.71 / 39.04 ± 3.65 85.32 ± 0.94 / 87.70 ± 0.66 77.41 ± 1.57 / 81.41 ± 1.46 48.34 ± 2.10 / 60.68 ± 3.61 55.30 ± 2.89 / 75.77 ± 1.87 37.46 ± 2.69 / 67.68 ± 1.66 40.55 ± 3.63 / 45.20 ± 3.33 67.03 ± 1.55 / 72.49 ± 1.68 70.69 ± 1.08 / 67.03 ± 3.40 56.60 ± 3.25 / 76.70 ± 2.48 40.22 ± 1.78 / 45.25 ± 1.68
Geotrend/bert-base-en-fr-de-no-da-cased 118 42 512 1.93 ± 0.01 79.98 ± 0.90 / 82.15 ± 0.75 34.78 ± 1.49 / 55.59 ± 0.92 41.08 ± 7.28 / 69.77 ± 3.75 48.92 ± 1.58 / 53.02 ± 1.48 84.88 ± 1.05 / 88.05 ± 0.85 79.06 ± 1.70 / 83.08 ± 1.50 35.34 ± 1.88 / 48.31 ± 2.28 31.45 ± 12.12 / 63.68 ± 6.21 36.12 ± 8.59 / 66.98 ± 4.91 47.27 ± 0.71 / 52.22 ± 0.67 70.38 ± 1.01 / 76.55 ± 1.28 61.60 ± 1.38 / 62.28 ± 3.13 37.44 ± 6.65 / 66.67 ± 4.88 46.37 ± 1.13 / 50.75 ± 1.44
bert-base-multilingual-cased 178 120 512 1.91 ± 0.02 80.24 ± 1.75 / 82.18 ± 1.50 32.38 ± 1.72 / 53.30 ± 1.79 27.93 ± 11.48 / 61.91 ± 6.69 47.87 ± 1.91 / 52.09 ± 1.90 85.49 ± 0.92 / 88.72 ± 0.76 79.36 ± 1.38 / 83.08 ± 1.22 35.87 ± 1.85 / 48.94 ± 3.37 44.22 ± 3.29 / 70.31 ± 2.86 39.55 ± 7.01 / 68.65 ± 3.36 47.67 ± 1.66 / 52.37 ± 1.69 70.33 ± 1.16 / 76.29 ± 1.28 61.78 ± 1.21 / 60.94 ± 3.28 47.74 ± 7.69 / 72.98 ± 4.74 46.94 ± 1.72 / 51.74 ± 1.72
Geotrend/bert-base-25lang-cased 151 85 512 1.92 ± 0.02 80.01 ± 1.17 / 82.25 ± 1.15 32.88 ± 1.24 / 53.56 ± 1.47 29.01 ± 11.25 / 61.89 ± 6.94 48.37 ± 2.12 / 52.22 ± 2.11 84.84 ± 1.42 / 87.99 ± 1.24 79.18 ± 1.45 / 83.10 ± 1.12 36.21 ± 1.82 / 49.48 ± 2.69 46.43 ± 1.81 / 71.65 ± 1.39 39.82 ± 2.81 / 68.68 ± 1.81 46.09 ± 1.69 / 50.70 ± 1.72 70.17 ± 1.46 / 75.62 ± 1.56 62.50 ± 1.10 / 60.57 ± 2.75 38.18 ± 7.03 / 66.99 ± 4.92 46.80 ± 1.96 / 51.53 ± 2.12
Geotrend/bert-base-en-da-cased 111 33 512 1.92 ± 0.01 80.50 ± 0.78 / 82.80 ± 0.89 33.67 ± 1.54 / 54.48 ± 1.19 35.79 ± 9.58 / 65.87 ± 5.46 48.59 ± 1.17 / 52.44 ± 1.14 85.29 ± 1.04 / 88.55 ± 0.85 79.27 ± 1.21 / 83.09 ± 1.06 35.16 ± 1.75 / 48.41 ± 2.71 31.82 ± 8.92 / 62.98 ± 6.52 32.94 ± 5.88 / 64.36 ± 4.59 46.26 ± 1.33 / 50.79 ± 1.39 69.57 ± 1.83 / 74.88 ± 1.45 61.89 ± 0.90 / 60.17 ± 3.06 40.22 ± 2.03 / 68.89 ± 2.06 47.03 ± 1.09 / 51.72 ± 1.06
jonfd/electra-small-nordic 22 96 128 27.28 ± 0.54 75.15 ± 1.19 / 77.97 ± 0.99 34.43 ± 4.13 / 51.90 ± 6.17 67.27 ± 1.04 / 83.37 ± 0.64 9.93 ± 4.98 / 10.82 ± 5.47 81.68 ± 0.65 / 84.95 ± 0.58 74.62 ± 1.92 / 79.57 ± 1.49 40.15 ± 1.15 / 46.26 ± 0.47 72.87 ± 1.11 / 85.86 ± 0.63 63.77 ± 1.27 / 81.62 ± 0.65 8.06 ± 4.19 / 8.88 ± 4.62 65.46 ± 1.28 / 71.07 ± 1.59 66.42 ± 0.72 / 57.57 ± 1.23 69.19 ± 0.66 / 84.26 ± 0.36 13.64 ± 4.75 / 15.11 ± 5.29
KB/bert-base-swedish-cased 125 50 512 1.95 ± 0.01 78.99 ± 0.83 / 81.64 ± 0.84 33.28 ± 1.65 / 54.37 ± 1.44 33.15 ± 7.14 / 64.69 ± 4.47 37.84 ± 2.23 / 41.60 ± 2.22 83.05 ± 1.29 / 85.91 ± 0.98 76.00 ± 2.01 / 79.67 ± 1.62 38.70 ± 2.53 / 50.88 ± 3.38 39.13 ± 2.97 / 67.97 ± 1.68 24.13 ± 6.88 / 60.76 ± 3.29 39.41 ± 1.54 / 43.68 ± 1.69 76.66 ± 1.60 / 81.95 ± 1.55 75.58 ± 1.17 / 73.35 ± 2.22 78.86 ± 0.83 / 89.07 ± 0.50 46.05 ± 1.99 / 51.22 ± 2.02
Twitter/twhin-bert-base 279 250 512 1.44 ± 0.01 74.61 ± 1.54 / 76.16 ± 1.71 42.17 ± 1.64 / 61.25 ± 1.45 29.43 ± 13.02 / 62.08 ± 7.77 39.59 ± 1.12 / 43.21 ± 1.02 81.35 ± 1.22 / 84.11 ± 1.00 73.67 ± 2.26 / 77.22 ± 1.99 37.02 ± 1.09 / 47.88 ± 2.50 35.42 ± 12.32 / 66.30 ± 6.78 6.87 ± 6.85 / 50.70 ± 3.62 38.00 ± 2.82 / 42.08 ± 2.79 64.19 ± 1.42 / 70.17 ± 0.99 66.62 ± 1.71 / 61.90 ± 2.61 46.72 ± 3.65 / 72.15 ± 2.62 40.62 ± 1.44 / 44.78 ± 1.50
NbAiLab/nb-bert-large 355 50 512 0.47 ± 0.01 81.83 ± 0.67 / 84.58 ± 0.73 49.07 ± 1.23 / 65.38 ± 1.16 72.02 ± 2.15 / 85.74 ± 1.17 54.66 ± 1.12 / 59.50 ± 0.96 87.09 ± 1.01 / 91.32 ± 0.90 83.06 ± 1.22 / 87.29 ± 0.74 63.40 ± 1.38 / 74.60 ± 1.12 78.43 ± 1.47 / 88.75 ± 0.86 79.59 ± 1.72 / 89.56 ± 0.88 53.42 ± 1.53 / 58.22 ± 1.40 72.77 ± 1.11 / 78.39 ± 0.90 75.86 ± 1.35 / 72.14 ± 4.29 74.75 ± 0.75 / 87.18 ± 0.41 53.78 ± 1.16 / 59.32 ± 1.10
xlm-roberta-large 560 250 512 0.52 ± 0.00 84.28 ± 1.22 / 85.84 ± 1.24 48.33 ± 4.44 / 63.94 ± 5.16 57.30 ± 14.90 / 76.82 ± 8.67 51.80 ± 1.96 / 56.71 ± 1.65 89.34 ± 1.62 / 91.66 ± 1.24 82.86 ± 1.29 / 86.19 ± 0.97 50.25 ± 15.36 / 63.55 ± 13.05 55.51 ± 18.28 / 74.00 ± 13.38 43.89 ± 14.81 / 68.88 ± 10.32 54.20 ± 1.16 / 59.00 ± 1.25 75.03 ± 3.79 / 80.33 ± 2.50 76.63 ± 0.98 / 74.25 ± 3.20 49.72 ± 19.88 / 69.94 ± 13.64 51.69 ± 1.27 / 57.28 ± 1.06
microsoft/mdeberta-v3-base 279 251 512 1.22 ± 0.01 83.31 ± 1.00 / 85.31 ± 1.04 43.38 ± 3.20 / 60.05 ± 4.33 67.05 ± 1.41 / 83.18 ± 0.80 50.91 ± 1.30 / 55.81 ± 1.02 89.55 ± 0.57 / 91.90 ± 0.54 83.46 ± 1.68 / 86.81 ± 1.35 53.69 ± 4.28 / 63.69 ± 6.95 70.55 ± 1.64 / 84.79 ± 0.86 61.21 ± 1.20 / 79.87 ± 0.76 50.15 ± 1.28 / 55.64 ± 1.28 72.86 ± 2.04 / 78.84 ± 2.19 75.24 ± 0.99 / 72.06 ± 2.67 72.30 ± 1.04 / 85.77 ± 0.65 50.91 ± 1.27 / 56.23 ± 0.91
setu4993/LaBSE 471 501 512 1.92 ± 0.02 82.86 ± 1.19 / 84.09 ± 1.13 46.50 ± 1.57 / 64.31 ± 1.21 52.92 ± 4.42 / 75.11 ± 3.22 46.54 ± 2.39 / 51.17 ± 2.34 87.84 ± 1.00 / 90.58 ± 0.91 81.57 ± 1.30 / 85.21 ± 1.05 54.26 ± 1.75 / 67.25 ± 1.47 59.44 ± 1.47 / 78.80 ± 1.00 49.30 ± 1.39 / 74.02 ± 1.04 49.44 ± 1.42 / 54.42 ± 1.26 72.08 ± 1.81 / 77.78 ± 1.69 73.58 ± 1.37 / 70.43 ± 2.49 60.36 ± 2.98 / 79.72 ± 1.52 50.05 ± 1.60 / 55.03 ± 1.55
KBLab/megatron-bert-large-swedish-cased-165k 370 64 512 0.54 ± 0.00 77.41 ± 1.35 / 79.75 ± 1.27 41.02 ± 1.64 / 60.13 ± 1.52 27.10 ± 3.59 / 61.03 ± 2.41 46.86 ± 1.37 / 52.41 ± 1.25 83.09 ± 0.94 / 85.99 ± 0.83 75.61 ± 1.34 / 79.47 ± 1.14 39.53 ± 0.99 / 50.90 ± 2.17 27.39 ± 2.48 / 61.03 ± 2.27 23.56 ± 2.23 / 60.05 ± 1.05 47.84 ± 0.89 / 53.45 ± 0.90 76.08 ± 1.45 / 81.05 ± 1.34 78.00 ± 0.89 / 75.01 ± 2.18 76.79 ± 1.70 / 87.59 ± 1.06 53.58 ± 0.67 / 59.30 ± 0.50
AI-Nordics/bert-large-swedish-cased 335 31 512 0.53 ± 0.00 76.31 ± 0.59 / 78.15 ± 0.58 38.46 ± 1.17 / 58.16 ± 0.95 32.29 ± 5.92 / 63.74 ± 3.44 46.33 ± 1.99 / 51.15 ± 1.83 80.48 ± 0.89 / 83.32 ± 0.99 74.84 ± 1.18 / 77.97 ± 1.09 38.44 ± 1.67 / 52.60 ± 1.95 37.54 ± 1.13 / 64.46 ± 1.44 23.10 ± 3.66 / 58.14 ± 3.65 46.70 ± 0.97 / 51.94 ± 0.96 72.84 ± 1.51 / 78.61 ± 1.45 77.47 ± 0.80 / 75.77 ± 2.13 72.87 ± 2.36 / 85.57 ± 1.43 52.59 ± 1.41 / 58.04 ± 1.37
KBLab/megatron-bert-large-swedish-cased-110k 370 64 512 0.53 ± 0.00 77.43 ± 0.89 / 80.18 ± 0.78 39.20 ± 1.69 / 59.33 ± 1.23 26.68 ± 3.38 / 59.41 ± 2.16 46.76 ± 1.10 / 51.76 ± 1.18 80.97 ± 0.92 / 84.03 ± 0.79 74.25 ± 1.62 / 77.98 ± 1.36 39.15 ± 3.29 / 53.00 ± 3.85 21.39 ± 2.73 / 58.08 ± 1.93 17.10 ± 3.43 / 57.00 ± 1.86 48.15 ± 1.21 / 53.34 ± 1.08 74.83 ± 1.44 / 80.39 ± 1.34 78.45 ± 0.79 / 77.12 ± 0.86 76.28 ± 1.86 / 87.37 ± 1.15 51.71 ± 1.26 / 57.70 ± 1.16
flax-community/nordic-roberta-wiki 125 50 512 1.92 ± 0.02 76.37 ± 1.04 / 78.85 ± 1.23 34.45 ± 0.78 / 55.56 ± 0.68 41.89 ± 9.80 / 70.04 ± 5.10 36.42 ± 1.34 / 40.35 ± 1.47 82.31 ± 0.65 / 85.42 ± 0.61 74.86 ± 1.50 / 78.92 ± 1.42 36.27 ± 1.57 / 50.95 ± 1.70 48.07 ± 5.64 / 72.00 ± 4.07 29.81 ± 3.52 / 64.03 ± 2.35 35.09 ± 1.56 / 39.27 ± 1.48 66.93 ± 1.30 / 72.90 ± 1.37 61.11 ± 1.28 / 58.97 ± 2.27 55.05 ± 1.64 / 76.76 ± 0.93 36.93 ± 1.72 / 41.27 ± 1.62
flax-community/swe-roberta-wiki-oscar 125 50 512 1.92 ± 0.02 74.76 ± 1.00 / 77.48 ± 0.81 36.66 ± 1.27 / 57.48 ± 0.82 22.69 ± 5.37 / 59.46 ± 3.21 31.60 ± 2.58 / 35.19 ± 2.73 76.73 ± 1.16 / 79.25 ± 1.22 71.63 ± 1.31 / 75.39 ± 1.03 36.56 ± 3.06 / 51.25 ± 3.01 22.02 ± 5.34 / 57.45 ± 3.59 19.72 ± 3.67 / 56.70 ± 2.89 32.67 ± 2.13 / 36.95 ± 2.20 70.45 ± 1.62 / 75.40 ± 1.45 76.22 ± 0.78 / 75.25 ± 1.16 65.73 ± 1.73 / 81.50 ± 1.14 37.74 ± 1.62 / 42.17 ± 1.55
KBLab/bert-base-swedish-cased-new 135 64 512 1.88 ± 0.01 76.36 ± 1.08 / 79.04 ± 1.02 38.46 ± 0.77 / 58.57 ± 0.67 4.61 ± 2.95 / 49.70 ± 2.34 29.93 ± 2.70 / 34.77 ± 2.50 80.34 ± 1.44 / 83.23 ± 1.19 75.55 ± 1.69 / 79.16 ± 1.50 33.94 ± 3.74 / 47.96 ± 4.12 9.56 ± 5.01 / 52.24 ± 2.78 4.16 ± 2.97 / 50.07 ± 2.09 31.20 ± 1.80 / 36.20 ± 1.87 74.07 ± 1.54 / 79.99 ± 1.32 76.04 ± 0.97 / 72.61 ± 1.82 73.52 ± 2.31 / 85.57 ± 1.53 36.90 ± 2.39 / 42.11 ± 2.26
KBLab/megatron-bert-base-swedish-cased-125k 135 64 512 1.93 ± 0.01 73.74 ± 1.45 / 76.81 ± 1.39 36.31 ± 1.60 / 57.37 ± 1.15 23.46 ± 1.17 / 58.91 ± 1.36 36.27 ± 1.60 / 41.55 ± 1.60 75.03 ± 1.70 / 77.98 ± 1.58 71.00 ± 1.64 / 75.00 ± 1.28 33.88 ± 1.40 / 49.21 ± 1.98 24.23 ± 1.83 / 58.89 ± 1.43 18.18 ± 2.65 / 57.28 ± 1.84 34.42 ± 3.11 / 39.99 ± 3.20 73.18 ± 0.95 / 79.29 ± 0.94 75.85 ± 0.54 / 70.58 ± 1.96 70.43 ± 1.03 / 83.85 ± 0.65 43.05 ± 1.29 / 49.81 ± 1.35
Maltehb/aelaectra-danish-electra-small-cased 14 32 128 27.57 ± 0.42 70.37 ± 1.45 / 73.57 ± 1.60 32.72 ± 2.91 / 49.84 ± 4.90 67.74 ± 1.33 / 83.32 ± 0.71 0.60 ± 1.17 / 0.62 ± 1.21 68.20 ± 1.23 / 71.85 ± 1.11 62.61 ± 1.22 / 67.14 ± 1.18 29.00 ± 1.28 / 41.72 ± 0.52 33.57 ± 2.58 / 65.22 ± 1.59 21.79 ± 1.60 / 60.32 ± 0.99 0.00 ± 0.00 / 0.01 ± 0.01 54.55 ± 1.33 / 57.82 ± 1.40 55.68 ± 1.09 / 52.81 ± 0.44 19.26 ± 1.80 / 58.62 ± 1.22 0.00 ± 0.00 / 0.00 ± 0.00
Maltehb/danish-bert-botxo 111 32 512 1.90 ± 0.02 74.33 ± 1.00 / 78.34 ± 0.76 43.79 ± 1.76 / 62.26 ± 1.35 45.96 ± 2.91 / 69.62 ± 1.72 38.94 ± 1.32 / 43.91 ± 1.23 69.33 ± 0.93 / 72.62 ± 0.81 55.12 ± 1.67 / 58.73 ± 1.81 40.65 ± 1.63 / 55.20 ± 2.63 29.47 ± 2.30 / 62.25 ± 1.69 12.95 ± 3.01 / 55.31 ± 1.87 34.34 ± 2.90 / 40.32 ± 2.71 47.15 ± 1.18 / 50.29 ± 1.22 57.42 ± 1.88 / 56.53 ± 1.66 4.94 ± 1.62 / 51.57 ± 1.19 30.19 ± 5.11 / 36.10 ± 4.75
Maltehb/aelaectra-danish-electra-small-uncased 14 32 128 27.96 ± 0.18 68.83 ± 0.77 / 72.12 ± 1.08 34.45 ± 3.16 / 51.40 ± 5.12 65.15 ± 0.81 / 82.32 ± 0.45 7.34 ± 3.14 / 7.89 ± 3.43 55.95 ± 2.74 / 59.76 ± 3.01 48.14 ± 1.95 / 51.44 ± 2.28 33.41 ± 1.40 / 45.12 ± 1.87 32.87 ± 1.49 / 65.82 ± 0.78 20.09 ± 1.88 / 59.27 ± 1.08 1.27 ± 1.50 / 1.39 ± 1.67 36.74 ± 3.78 / 39.17 ± 4.06 57.71 ± 1.40 / 53.54 ± 0.59 17.10 ± 2.57 / 57.41 ± 1.03 3.01 ± 3.03 / 3.34 ± 3.37
sentence-transformers/stsb-xlm-r-multilingual 278 250 512 1.89 ± 0.02 74.00 ± 1.45 / 76.34 ± 1.49 42.26 ± 1.13 / 61.41 ± 0.76 34.80 ± 5.89 / 64.51 ± 4.90 26.89 ± 2.96 / 31.91 ± 2.59 75.93 ± 1.64 / 80.08 ± 1.46 70.26 ± 2.24 / 74.59 ± 1.98 52.16 ± 0.99 / 66.79 ± 0.98 36.30 ± 6.44 / 65.52 ± 3.06 14.21 ± 6.44 / 52.78 ± 5.69 28.09 ± 1.79 / 33.33 ± 1.60 62.54 ± 1.20 / 68.94 ± 1.53 72.77 ± 0.89 / 68.13 ± 1.56 40.21 ± 2.53 / 67.11 ± 1.86 31.20 ± 2.47 / 36.79 ± 2.27
Geotrend/bert-base-da-cased 104 23 512 1.89 ± 0.01 80.79 ± 0.45 / 82.93 ± 0.34 32.06 ± 1.44 / 52.57 ± 1.80 30.95 ± 11.93 / 63.72 ± 6.84 45.61 ± 1.73 / 49.75 ± 1.94 83.86 ± 0.68 / 87.52 ± 0.63 78.65 ± 2.01 / 82.66 ± 1.64 32.73 ± 1.37 / 46.52 ± 1.86 36.41 ± 8.89 / 65.20 ± 6.41 30.37 ± 5.50 / 62.12 ± 5.66 46.74 ± 1.83 / 51.28 ± 1.81 68.93 ± 1.36 / 74.13 ± 1.17 62.18 ± 1.26 / 59.44 ± 2.35 36.93 ± 6.47 / 65.97 ± 6.05 48.04 ± 0.99 / 52.40 ± 0.84
distilbert-base-multilingual-cased 135 120 512 3.77 ± 0.05 77.33 ± 0.81 / 79.47 ± 0.78 32.53 ± 1.39 / 54.09 ± 1.00 35.53 ± 2.54 / 66.86 ± 1.87 39.46 ± 1.89 / 43.06 ± 1.73 80.61 ± 1.00 / 83.62 ± 0.75 76.61 ± 0.81 / 80.69 ± 0.69 33.16 ± 2.13 / 46.93 ± 2.66 36.10 ± 2.45 / 66.11 ± 1.85 30.10 ± 2.50 / 64.29 ± 1.69 36.52 ± 1.35 / 40.98 ± 1.32 64.46 ± 1.31 / 70.08 ± 1.38 59.66 ± 1.22 / 56.16 ± 2.13 33.71 ± 1.12 / 65.32 ± 0.86 39.33 ± 1.05 / 44.02 ± 1.09
Geotrend/distilbert-base-25lang-cased 109 85 512 3.74 ± 0.05 77.56 ± 0.68 / 79.67 ± 0.63 31.81 ± 1.65 / 53.25 ± 1.65 34.13 ± 2.81 / 65.98 ± 2.30 38.86 ± 2.58 / 42.73 ± 2.61 80.55 ± 1.53 / 83.59 ± 1.36 76.08 ± 1.06 / 80.29 ± 1.02 33.19 ± 1.75 / 46.63 ± 2.55 32.60 ± 6.93 / 65.19 ± 3.31 24.97 ± 6.47 / 61.39 ± 3.34 37.25 ± 1.30 / 41.72 ± 1.39 64.49 ± 1.43 / 70.56 ± 1.36 60.69 ± 0.46 / 56.69 ± 1.35 30.83 ± 1.47 / 63.39 ± 1.60 41.40 ± 1.34 / 46.03 ± 1.24
Geotrend/distilbert-base-da-cased 61 23 512 3.81 ± 0.03 76.83 ± 0.53 / 79.01 ± 0.63 32.13 ± 1.52 / 53.89 ± 1.25 34.75 ± 1.55 / 65.89 ± 1.56 38.67 ± 1.67 / 42.64 ± 1.64 79.91 ± 0.64 / 82.84 ± 0.61 74.64 ± 1.40 / 78.83 ± 1.18 30.70 ± 2.63 / 43.77 ± 2.62 34.24 ± 2.30 / 65.60 ± 1.50 27.20 ± 2.61 / 62.87 ± 1.41 36.30 ± 2.19 / 40.68 ± 2.13 63.90 ± 1.27 / 69.25 ± 1.37 58.47 ± 1.30 / 56.03 ± 2.36 29.80 ± 1.57 / 63.53 ± 0.90 40.16 ± 1.24 / 44.79 ± 1.14
Geotrend/distilbert-base-en-da-cased 69 33 512 3.80 ± 0.03 77.19 ± 0.92 / 79.59 ± 0.77 31.89 ± 1.59 / 53.99 ± 1.22 36.00 ± 2.27 / 67.38 ± 1.56 40.34 ± 2.04 / 44.20 ± 1.99 80.29 ± 1.38 / 83.27 ± 1.20 75.31 ± 1.19 / 79.59 ± 0.97 29.37 ± 2.58 / 44.05 ± 3.33 31.50 ± 6.37 / 64.62 ± 3.29 24.06 ± 7.24 / 61.01 ± 3.82 36.72 ± 1.72 / 41.16 ± 1.68 63.51 ± 1.33 / 69.62 ± 0.88 59.42 ± 1.21 / 55.74 ± 1.26 29.01 ± 2.06 / 62.65 ± 1.37 41.43 ± 1.61 / 45.90 ± 1.54
microsoft/xlm-align-base 278 250 512 1.88 ± 0.02 82.82 ± 1.29 / 84.58 ± 1.22 47.83 ± 1.46 / 65.49 ± 0.96 11.87 ± 5.47 / 48.82 ± 4.15 34.33 ± 4.75 / 38.50 ± 4.85 87.56 ± 1.39 / 90.07 ± 1.08 82.40 ± 1.16 / 85.65 ± 0.96 54.46 ± 1.16 / 68.25 ± 0.76 12.16 ± 5.91 / 50.55 ± 4.73 8.99 ± 2.25 / 48.57 ± 3.67 40.59 ± 5.70 / 45.66 ± 5.60 73.04 ± 2.25 / 78.60 ± 1.91 73.67 ± 1.48 / 68.61 ± 3.14 15.41 ± 4.59 / 53.29 ± 3.93 41.99 ± 4.18 / 47.01 ± 4.41
Geotrend/distilbert-base-en-fr-de-no-da-cased 76 42 512 3.76 ± 0.03 76.85 ± 0.98 / 79.05 ± 0.84 31.30 ± 1.80 / 52.43 ± 1.61 34.92 ± 2.74 / 66.69 ± 2.11 39.14 ± 2.13 / 42.87 ± 2.14 80.32 ± 0.76 / 83.49 ± 0.83 76.10 ± 1.23 / 80.23 ± 1.09 32.66 ± 1.96 / 46.26 ± 3.19 33.65 ± 6.63 / 65.22 ± 4.03 29.07 ± 2.20 / 63.35 ± 1.54 35.74 ± 1.59 / 40.15 ± 1.44 63.93 ± 1.47 / 69.94 ± 1.11 59.83 ± 1.11 / 55.15 ± 0.99 29.82 ± 1.23 / 63.32 ± 1.41 40.55 ± 1.55 / 45.40 ± 1.53
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 118 250 512 4.98 ± 0.04 71.71 ± 0.90 / 73.64 ± 0.72 44.48 ± 1.32 / 63.11 ± 0.83 26.74 ± 1.94 / 62.19 ± 1.84 31.93 ± 2.40 / 37.51 ± 2.23 74.65 ± 1.36 / 78.31 ± 1.22 67.28 ± 1.09 / 72.13 ± 0.90 47.53 ± 0.94 / 62.73 ± 1.07 26.92 ± 3.12 / 61.93 ± 2.04 14.63 ± 4.00 / 56.24 ± 2.51 23.95 ± 1.47 / 31.74 ± 1.35 59.99 ± 1.40 / 66.50 ± 1.49 72.19 ± 0.71 / 67.88 ± 2.34 28.75 ± 5.58 / 63.30 ± 2.60 26.81 ± 1.67 / 33.84 ± 1.40
birgermoell/roberta-swedish-scandi 125 50 512 1.94 ± 0.01 68.98 ± 1.26 / 72.12 ± 1.12 33.51 ± 1.46 / 54.93 ± 1.21 12.08 ± 8.71 / 54.24 ± 4.71 30.52 ± 1.76 / 33.70 ± 1.82 69.79 ± 2.34 / 72.74 ± 2.03 65.59 ± 2.06 / 69.74 ± 1.81 29.68 ± 1.91 / 43.64 ± 2.18 15.83 ± 10.06 / 55.51 ± 5.25 8.70 ± 4.78 / 52.69 ± 2.75 30.23 ± 2.31 / 34.90 ± 2.34 62.00 ± 2.58 / 68.55 ± 3.16 69.96 ± 1.75 / 68.67 ± 3.21 52.88 ± 14.23 / 75.25 ± 7.45 34.06 ± 1.37 / 38.38 ± 1.32
Addedk/mbert-swedish-distilled-cased 135 120 512 3.81 ± 0.05 74.83 ± 0.79 / 76.28 ± 0.94 31.16 ± 2.06 / 52.25 ± 2.48 21.08 ± 2.54 / 56.96 ± 2.74 28.27 ± 2.14 / 30.58 ± 2.39 79.80 ± 1.69 / 82.98 ± 1.32 72.29 ± 1.44 / 76.65 ± 1.24 30.38 ± 2.29 / 42.84 ± 2.38 21.99 ± 6.74 / 54.54 ± 7.12 19.06 ± 4.26 / 56.45 ± 5.24 28.65 ± 1.33 / 32.67 ± 1.63 66.98 ± 1.68 / 73.41 ± 1.54 62.10 ± 1.18 / 60.27 ± 2.82 34.86 ± 1.29 / 66.98 ± 0.77 24.21 ± 2.41 / 26.65 ± 2.88
sentence-transformers/distiluse-base-multilingual-cased-v1 135 120 512 3.76 ± 0.07 56.31 ± 1.01 / 58.50 ± 1.11 27.78 ± 2.22 / 49.38 ± 2.89 3.04 ± 1.85 / 46.85 ± 3.03 32.12 ± 0.72 / 37.07 ± 0.76 58.35 ± 1.41 / 60.76 ± 1.53 55.90 ± 1.12 / 59.62 ± 1.19 25.98 ± 1.33 / 40.58 ± 0.60 2.65 ± 2.08 / 48.09 ± 1.42 3.47 ± 1.47 / 48.98 ± 1.75 22.82 ± 5.56 / 30.15 ± 5.33 44.53 ± 1.58 / 49.86 ± 1.85 60.06 ± 1.30 / 55.65 ± 1.34 3.18 ± 1.63 / 48.38 ± 1.42 32.50 ± 1.35 / 38.20 ± 1.10
DDSC/roberta-base-scandinavian 125 50 512 1.94 ± 0.02 74.69 ± 1.67 / 77.86 ± 1.70 44.48 ± 5.85 / 62.62 ± 4.55 30.37 ± 17.09 / 63.92 ± 8.38 34.66 ± 2.33 / 38.72 ± 2.20 68.50 ± 15.04 / 71.73 ± 15.69 75.76 ± 0.90 / 79.80 ± 0.72 46.74 ± 5.96 / 60.25 ± 6.04 8.02 ± 12.19 / 50.30 ± 7.19 17.04 ± 13.78 / 56.87 ± 7.06 35.50 ± 1.44 / 39.96 ± 1.27 53.63 ± 12.63 / 58.84 ± 13.92 72.28 ± 0.79 / 71.62 ± 1.38 37.61 ± 17.89 / 66.93 ± 9.43 37.09 ± 1.36 / 41.86 ± 1.30
DDSC/roberta-base-danish 125 50 512 1.90 ± 0.01 74.54 ± 1.37 / 77.75 ± 1.51 43.90 ± 1.50 / 62.31 ± 0.96 17.16 ± 13.94 / 56.47 ± 7.34 31.16 ± 2.13 / 35.06 ± 2.13 72.24 ± 2.54 / 76.14 ± 2.58 68.61 ± 1.62 / 72.88 ± 1.50 32.29 ± 9.23 / 49.08 ± 8.36 0.45 ± 1.61 / 49.14 ± 1.42 -0.08 ± 1.79 / 45.89 ± 3.49 33.03 ± 1.23 / 37.33 ± 1.30 60.53 ± 1.38 / 65.95 ± 1.70 64.02 ± 2.78 / 62.27 ± 4.19 0.80 ± 0.78 / 47.24 ± 3.43 35.73 ± 1.38 / 40.00 ± 1.33
KBLab/albert-base-swedish-cased-alpha 14 50 512 1.91 ± 0.01 62.48 ± 2.21 / 65.47 ± 2.05 19.79 ± 1.67 / 42.09 ± 1.98 6.15 ± 1.66 / 52.04 ± 1.49 24.08 ± 2.61 / 29.50 ± 2.91 62.99 ± 1.05 / 66.97 ± 1.30 59.95 ± 2.51 / 63.90 ± 2.54 18.85 ± 4.01 / 36.76 ± 2.79 5.83 ± 2.36 / 51.59 ± 1.57 4.02 ± 2.29 / 51.66 ± 1.21 25.06 ± 3.47 / 31.42 ± 3.94 44.34 ± 8.27 / 47.19 ± 9.01 56.57 ± 1.41 / 53.47 ± 0.84 20.92 ± 4.12 / 59.05 ± 1.86 28.64 ± 2.91 / 35.18 ± 2.97
fresh-xlmr-base 278 250 512 0.87 ± 0.01 19.31 ± 2.87 / 15.94 ± 3.01 17.37 ± 3.82 / 36.83 ± 4.86 1.34 ± 0.97 / 35.45 ± 3.20 4.68 ± 1.62 / 9.73 ± 3.03 23.54 ± 3.23 / 25.49 ± 3.39 24.10 ± 1.64 / 25.94 ± 1.70 12.60 ± 2.97 / 32.27 ± 3.43 0.50 ± 1.27 / 36.93 ± 4.00 1.83 ± 1.64 / 37.67 ± 4.40 4.42 ± 1.48 / 10.50 ± 2.33 11.31 ± 2.90 / 11.91 ± 3.04 51.11 ± 5.32 / 50.09 ± 3.33 0.86 ± 0.82 / 39.16 ± 3.63 8.30 ± 2.28 / 14.74 ± 2.84
fresh-electra-small 14 31 512 3.13 ± 0.05 15.26 ± 0.99 / 10.05 ± 1.26 18.61 ± 4.17 / 35.23 ± 3.90 0.30 ± 1.39 / 37.84 ± 3.88 0.01 ± 0.02 / 0.07 ± 0.09 17.08 ± 1.97 / 18.38 ± 2.01 11.65 ± 1.21 / 12.76 ± 1.29 15.29 ± 5.37 / 34.15 ± 4.23 0.17 ± 0.84 / 36.29 ± 2.91 0.37 ± 0.69 / 35.08 ± 2.81 0.09 ± 0.11 / 0.30 ± 0.30 9.71 ± 1.00 / 10.54 ± 1.12 55.54 ± 2.75 / 52.75 ± 1.09 -0.15 ± 0.52 / 35.33 ± 3.00 0.22 ± 0.22 / 1.06 ± 0.78
pere/roberta-base-exp-32 278 250 512 1.92 ± 0.02 83.39 ± 1.26 / 85.36 ± 1.23 51.33 ± 1.24 / 67.04 ± 1.22 44.45 ± 19.17 / 70.51 ± 10.21 39.92 ± 1.87 / 43.84 ± 1.80 89.26 ± 0.97 / 91.66 ± 0.74 84.51 ± 1.03 / 87.74 ± 0.77 57.43 ± 1.55 / 70.43 ± 1.41 63.31 ± 11.58 / 80.18 ± 5.59 62.79 ± 11.35 / 79.65 ± 6.48 40.25 ± 1.75 / 44.93 ± 1.66 73.45 ± 0.86 / 79.75 ± 0.94 74.73 ± 1.15 / 70.83 ± 3.72 53.55 ± 16.68 / 75.79 ± 8.05 41.80 ± 0.83 / 46.25 ± 0.83
pere/roberta-base-exp-32B 278 250 512 1.86 ± 0.02 81.55 ± 0.91 / 84.37 ± 0.86 47.83 ± 1.22 / 64.90 ± 0.81 54.99 ± 11.90 / 75.82 ± 5.70 38.76 ± 2.08 / 43.19 ± 1.97 87.83 ± 1.34 / 90.60 ± 1.16 83.48 ± 0.98 / 86.76 ± 0.82 52.19 ± 2.87 / 65.60 ± 2.58 54.98 ± 14.19 / 75.67 ± 6.70 58.33 ± 10.94 / 77.88 ± 5.29 37.17 ± 1.92 / 42.00 ± 1.85 72.10 ± 0.94 / 77.97 ± 0.82 73.27 ± 0.75 / 71.87 ± 1.30 47.19 ± 16.37 / 72.10 ± 8.03 39.39 ± 1.09 / 43.97 ± 1.12
sarnikowski/convbert-small-da-cased 13 29 512 9.90 ± 0.14 73.58 ± 0.87 / 76.88 ± 0.69 29.52 ± 2.89 / 47.81 ± 4.54 57.10 ± 2.02 / 78.14 ± 1.10 30.51 ± 1.57 / 34.62 ± 1.42 72.78 ± 1.16 / 76.07 ± 1.18 66.73 ± 1.21 / 70.94 ± 1.19 32.49 ± 1.55 / 43.12 ± 0.71 35.43 ± 2.39 / 66.84 ± 1.17 21.11 ± 1.97 / 60.09 ± 0.93 26.67 ± 1.46 / 31.96 ± 1.19 51.37 ± 1.03 / 55.06 ± 0.96 53.70 ± 1.46 / 51.98 ± 0.58 12.38 ± 3.23 / 55.18 ± 1.91 28.49 ± 1.91 / 33.66 ± 1.69
Addedk/kbbert-distilled-cased 82 50 512 3.80 ± 0.05 74.83 ± 1.31 / 77.16 ± 1.46 31.18 ± 0.94 / 53.05 ± 1.16 13.25 ± 3.71 / 53.61 ± 2.94 32.11 ± 1.07 / 35.72 ± 1.03 78.30 ± 1.00 / 81.82 ± 0.85 72.08 ± 1.15 / 75.89 ± 1.11 33.42 ± 1.96 / 48.63 ± 3.34 14.99 ± 4.11 / 52.87 ± 4.48 13.63 ± 4.52 / 53.34 ± 4.61 32.62 ± 1.18 / 36.49 ± 1.13 73.78 ± 1.37 / 80.12 ± 1.41 71.28 ± 1.09 / 69.73 ± 2.94 51.58 ± 2.89 / 73.82 ± 2.21 38.72 ± 1.71 / 43.73 ± 1.81
dbmdz/bert-base-historic-multilingual-cased 111 32 512 1.91 ± 0.01 66.62 ± 2.08 / 68.05 ± 1.75 24.17 ± 1.92 / 43.75 ± 2.75 8.14 ± 3.76 / 51.78 ± 1.81 32.18 ± 2.45 / 36.69 ± 2.13 64.83 ± 1.55 / 68.63 ± 1.64 63.70 ± 2.54 / 67.70 ± 2.68 25.68 ± 2.17 / 41.65 ± 2.77 6.73 ± 5.40 / 48.20 ± 3.68 3.35 ± 2.61 / 47.52 ± 3.20 35.51 ± 3.56 / 40.82 ± 3.52 63.29 ± 1.48 / 68.83 ± 1.00 64.25 ± 1.66 / 63.62 ± 2.92 28.62 ± 9.43 / 59.33 ± 5.91 37.53 ± 1.59 / 42.59 ± 1.64
vesteinn/ScandiBERT-no-faroese 124 50 512 1.92 ± 0.02 82.62 ± 1.34 / 84.33 ± 1.31 47.73 ± 1.45 / 64.85 ± 1.13 68.28 ± 1.77 / 83.52 ± 1.02 39.00 ± 3.30 / 43.62 ± 3.41 88.45 ± 0.70 / 91.09 ± 0.65 81.88 ± 2.16 / 85.72 ± 1.92 50.90 ± 3.01 / 60.96 ± 5.41 69.34 ± 3.13 / 83.11 ± 2.17 66.24 ± 2.41 / 82.36 ± 1.49 40.16 ± 2.68 / 45.07 ± 2.82 73.06 ± 2.01 / 79.08 ± 2.32 72.53 ± 0.98 / 67.74 ± 3.02 73.01 ± 1.43 / 85.98 ± 0.81 43.94 ± 1.65 / 48.90 ± 1.62
microsoft/infoxlm-base 278 250 512 1.81 ± 0.04 83.74 ± 0.65 / 85.59 ± 0.49 46.78 ± 1.57 / 64.46 ± 1.17 11.27 ± 2.21 / 51.47 ± 2.07 34.24 ± 2.36 / 38.46 ± 2.36 87.71 ± 1.24 / 90.14 ± 0.97 80.21 ± 2.19 / 84.12 ± 1.85 44.42 ± 13.10 / 57.73 ± 11.86 11.20 ± 2.99 / 48.77 ± 5.01 7.12 ± 2.39 / 49.23 ± 4.14 36.21 ± 4.09 / 41.02 ± 3.97 74.17 ± 1.10 / 79.43 ± 1.07 71.48 ± 2.63 / 65.72 ± 4.78 7.26 ± 2.18 / 45.42 ± 4.53 37.63 ± 3.75 / 42.67 ± 3.52
sentence-transformers/paraphrase-xlm-r-multilingual-v1 278 250 512 1.91 ± 0.02 75.13 ± 1.16 / 76.66 ± 0.79 46.39 ± 1.25 / 63.97 ± 1.08 38.61 ± 1.86 / 67.08 ± 1.08 33.31 ± 1.89 / 38.56 ± 1.60 77.69 ± 1.29 / 81.26 ± 1.25 69.84 ± 1.91 / 74.05 ± 1.72 49.93 ± 1.46 / 62.37 ± 2.34 38.26 ± 7.56 / 66.01 ± 3.69 25.17 ± 5.32 / 61.27 ± 3.01 23.23 ± 1.48 / 29.46 ± 1.31 63.97 ± 1.48 / 70.22 ± 1.49 71.33 ± 1.20 / 65.44 ± 3.64 39.60 ± 5.87 / 66.60 ± 3.19 28.21 ± 1.82 / 33.58 ± 1.55
sentence-transformers/quora-distilbert-multilingual 135 120 512 3.83 ± 0.03 71.23 ± 1.20 / 72.66 ± 1.16 36.60 ± 1.60 / 56.93 ± 1.48 8.84 ± 5.33 / 51.76 ± 3.80 25.13 ± 2.53 / 30.95 ± 2.37 74.83 ± 0.79 / 77.81 ± 0.76 68.32 ± 1.13 / 72.22 ± 0.95 44.59 ± 1.89 / 59.87 ± 1.84 8.98 ± 3.55 / 52.49 ± 2.08 5.72 ± 3.29 / 50.40 ± 3.21 28.46 ± 1.31 / 34.90 ± 1.43 59.72 ± 1.22 / 65.50 ± 1.20 68.36 ± 1.18 / 63.94 ± 2.47 14.81 ± 6.63 / 55.50 ± 4.28 26.38 ± 2.09 / 33.19 ± 1.97
KBLab/bert-base-swedish-cased 125 50 512 1.90 ± 0.01 79.21 ± 0.98 / 81.90 ± 0.92 33.31 ± 1.49 / 54.09 ± 1.49 33.35 ± 7.32 / 64.61 ± 4.56 35.59 ± 2.39 / 39.57 ± 2.39 82.13 ± 1.28 / 85.33 ± 1.01 75.74 ± 1.96 / 79.44 ± 1.66 38.17 ± 2.21 / 50.44 ± 3.11 39.49 ± 3.36 / 68.13 ± 2.13 22.17 ± 7.22 / 60.16 ± 3.80 39.51 ± 1.62 / 43.75 ± 1.73 75.95 ± 1.72 / 81.23 ± 1.58 75.73 ± 0.72 / 73.61 ± 1.47 78.60 ± 0.98 / 88.95 ± 0.57 46.06 ± 1.72 / 51.14 ± 1.65
sarnikowski/convbert-medium-small-da-cased 24 29 512 6.01 ± 0.11 76.57 ± 1.34 / 79.19 ± 1.49 36.85 ± 3.28 / 56.27 ± 3.98 63.55 ± 1.19 / 81.41 ± 0.64 34.36 ± 1.89 / 38.66 ± 1.76 76.09 ± 0.70 / 79.50 ± 0.70 68.84 ± 1.39 / 73.03 ± 1.28 32.40 ± 1.48 / 44.59 ± 1.66 41.65 ± 1.95 / 70.35 ± 0.97 25.53 ± 2.31 / 62.04 ± 1.19 31.28 ± 1.82 / 36.01 ± 1.68 53.87 ± 1.25 / 58.01 ± 1.23 57.67 ± 1.61 / 53.64 ± 0.68 13.40 ± 4.31 / 55.37 ± 2.61 32.63 ± 1.57 / 37.37 ± 1.40
sarnikowski/electra-small-generator-da-256-cased 4 29 512 49.73 ± 1.57 42.78 ± 1.74 / 42.53 ± 1.99 22.19 ± 2.04 / 41.57 ± 2.98 2.43 ± 1.83 / 49.01 ± 3.57 4.25 ± 0.63 / 10.17 ± 1.04 38.64 ± 1.57 / 40.85 ± 1.64 32.27 ± 2.23 / 34.11 ± 2.36 20.93 ± 2.47 / 39.13 ± 1.34 4.84 ± 1.74 / 51.70 ± 1.02 2.57 ± 1.59 / 49.43 ± 1.58 3.99 ± 0.40 / 10.80 ± 0.78 27.06 ± 1.32 / 28.81 ± 1.51 56.38 ± 1.07 / 53.11 ± 0.41 3.84 ± 2.29 / 49.12 ± 3.68 4.59 ± 0.50 / 11.77 ± 0.63
sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking 135 120 512 3.76 ± 0.06 71.23 ± 1.20 / 72.66 ± 1.16 36.60 ± 1.60 / 56.93 ± 1.48 8.84 ± 5.33 / 51.76 ± 3.80 25.13 ± 2.53 / 30.95 ± 2.37 74.83 ± 0.79 / 77.81 ± 0.76 68.32 ± 1.13 / 72.22 ± 0.95 44.59 ± 1.89 / 59.87 ± 1.84 8.98 ± 3.55 / 52.49 ± 2.08 5.72 ± 3.29 / 50.40 ± 3.21 28.46 ± 1.31 / 34.90 ± 1.43 59.72 ± 1.22 / 65.50 ± 1.20 68.33 ± 1.03 / 64.03 ± 2.47 14.81 ± 6.63 / 55.50 ± 4.28 26.38 ± 2.09 / 33.19 ± 1.97
jannesg/bertsson 124 50 512 1.91 ± 0.01 45.13 ± 1.23 / 44.10 ± 1.32 24.11 ± 1.74 / 44.78 ± 2.78 2.91 ± 1.07 / 46.98 ± 3.78 25.43 ± 2.25 / 31.72 ± 2.31 46.11 ± 1.04 / 49.30 ± 0.97 43.01 ± 2.05 / 46.11 ± 2.15 23.21 ± 2.32 / 44.26 ± 2.95 2.26 ± 1.47 / 45.07 ± 4.04 -0.66 ± 1.81 / 44.50 ± 3.45 22.67 ± 1.62 / 29.77 ± 1.60 46.67 ± 1.98 / 51.13 ± 2.13 61.67 ± 1.40 / 59.12 ± 2.44 2.87 ± 1.53 / 48.92 ± 2.37 27.14 ± 1.99 / 34.45 ± 1.97
3ebdola/Dialectal-Arabic-XLM-R-Base 278 250 512 1.92 ± 0.02 42.02 ± 10.18 / 43.71 ± 10.38 22.07 ± 2.24 / 44.70 ± 3.72 1.63 ± 1.49 / 45.36 ± 3.07 8.68 ± 3.32 / 16.14 ± 3.07 52.52 ± 3.51 / 55.55 ± 3.71 50.23 ± 3.00 / 53.53 ± 3.03 12.69 ± 4.51 / 32.23 ± 3.53 2.79 ± 1.16 / 47.71 ± 2.00 1.66 ± 2.18 / 46.60 ± 2.87 14.55 ± 4.44 / 22.28 ± 3.84 40.46 ± 3.04 / 42.78 ± 3.26 44.95 ± 2.30 / 48.17 ± 1.06 1.43 ± 1.34 / 48.66 ± 2.45 14.14 ± 3.56 / 21.74 ± 3.20
dbmdz/bert-medium-historic-multilingual-cased 42 32 512 5.74 ± 0.11 63.95 ± 1.09 / 65.37 ± 1.21 27.93 ± 0.66 / 50.86 ± 0.42 5.42 ± 2.85 / 48.29 ± 3.93 28.62 ± 2.21 / 33.54 ± 2.07 66.15 ± 1.66 / 69.65 ± 1.48 62.75 ± 1.40 / 66.78 ± 1.28 26.33 ± 1.84 / 40.67 ± 0.71 6.62 ± 3.40 / 48.37 ± 4.02 5.16 ± 3.07 / 45.99 ± 4.76 29.61 ± 1.07 / 34.97 ± 1.23 61.03 ± 1.08 / 66.11 ± 1.24 59.66 ± 1.84 / 55.24 ± 1.32 26.28 ± 8.44 / 59.64 ± 5.68 31.62 ± 1.13 / 37.22 ± 1.04
dbmdz/bert-tiny-historic-multilingual-cased 5 32 512 117.25 ± 2.67 41.43 ± 3.77 / 41.23 ± 4.61 20.71 ± 1.68 / 40.07 ± 2.65 1.19 ± 1.08 / 48.46 ± 1.34 7.50 ± 3.84 / 11.50 ± 5.60 43.54 ± 3.44 / 46.11 ± 3.68 33.22 ± 4.64 / 35.18 ± 4.90 19.19 ± 2.87 / 37.36 ± 1.97 2.76 ± 1.42 / 50.99 ± 0.83 0.42 ± 1.04 / 49.39 ± 0.80 3.69 ± 2.27 / 6.80 ± 4.09 25.42 ± 2.14 / 26.87 ± 2.26 57.41 ± 1.89 / 53.50 ± 0.75 -1.06 ± 1.33 / 48.72 ± 0.87 7.29 ± 2.82 / 12.63 ± 4.51
Geotrend/bert-base-en-no-cased 111 33 512 1.93 ± 0.01 80.48 ± 1.31 / 82.81 ± 1.46 33.91 ± 1.43 / 54.87 ± 1.38 40.96 ± 4.05 / 69.68 ± 2.12 48.52 ± 1.57 / 52.29 ± 1.64 85.89 ± 1.04 / 89.07 ± 1.08 79.22 ± 0.93 / 82.69 ± 0.90 34.97 ± 1.74 / 48.21 ± 2.02 39.58 ± 5.70 / 67.91 ± 3.00 31.27 ± 9.57 / 62.81 ± 7.17 45.81 ± 0.69 / 50.74 ± 0.83 69.89 ± 0.52 / 75.33 ± 0.99 61.80 ± 1.76 / 58.93 ± 3.28 36.62 ± 5.98 / 66.91 ± 3.69 47.09 ± 1.17 / 51.88 ± 1.11
alexanderfalk/danbert-small-cased 83 52 512 3.82 ± 0.04 44.89 ± 1.33 / 46.99 ± 1.64 30.67 ± 1.28 / 51.76 ± 1.28 13.01 ± 5.22 / 55.11 ± 3.40 0.05 ± 0.03 / 0.52 ± 0.12 39.53 ± 1.04 / 42.18 ± 1.03 34.88 ± 1.76 / 37.39 ± 1.81 24.39 ± 1.60 / 40.44 ± 1.78 7.29 ± 2.49 / 49.37 ± 3.58 2.57 ± 1.78 / 46.00 ± 3.32 0.05 ± 0.05 / 0.73 ± 0.20 20.74 ± 1.42 / 22.47 ± 1.55 53.88 ± 1.97 / 52.30 ± 1.04 1.55 ± 1.62 / 44.06 ± 3.56 0.06 ± 0.07 / 0.64 ± 0.31
jjzha/dajobbert-base-cased 110 32 512 1.94 ± 0.01 69.88 ± 1.25 / 73.62 ± 1.23 39.18 ± 1.11 / 59.11 ± 0.83 40.38 ± 3.85 / 66.54 ± 2.71 17.91 ± 5.62 / 24.16 ± 5.31 61.91 ± 2.60 / 65.30 ± 2.44 51.85 ± 0.82 / 55.73 ± 0.84 32.39 ± 1.66 / 48.00 ± 2.36 19.70 ± 2.97 / 58.23 ± 1.53 8.89 ± 3.78 / 53.86 ± 1.86 25.57 ± 6.94 / 31.55 ± 7.51 40.65 ± 1.40 / 43.74 ± 1.56 55.74 ± 1.72 / 55.36 ± 1.75 4.54 ± 2.32 / 50.57 ± 1.44 24.05 ± 1.98 / 30.35 ± 1.72
pere/roberta-debug-8 278 250 512 1.86 ± 0.03 81.10 ± 1.46 / 83.56 ± 1.47 49.77 ± 0.92 / 66.38 ± 0.56 64.31 ± 2.24 / 80.70 ± 1.53 39.79 ± 1.89 / 43.93 ± 1.81 88.71 ± 0.94 / 91.16 ± 0.71 80.56 ± 1.59 / 84.75 ± 1.23 55.25 ± 2.36 / 66.95 ± 2.79 68.03 ± 2.37 / 82.12 ± 1.69 66.90 ± 2.07 / 82.33 ± 1.34 38.43 ± 1.81 / 43.20 ± 1.78 67.89 ± 2.16 / 74.48 ± 2.35 74.58 ± 1.29 / 70.97 ± 2.41 69.07 ± 2.22 / 83.17 ± 1.50 40.96 ± 1.70 / 45.69 ± 1.59
pere/roberta-debug-32 278 250 512 1.95 ± 0.02 77.40 ± 1.74 / 80.25 ± 1.91 50.48 ± 0.68 / 66.71 ± 0.40 64.34 ± 2.43 / 80.92 ± 1.67 39.50 ± 1.96 / 43.47 ± 1.92 85.81 ± 1.57 / 89.07 ± 1.19 78.80 ± 2.22 / 83.27 ± 1.68 53.23 ± 1.67 / 65.23 ± 2.65 70.06 ± 2.33 / 83.61 ± 1.61 66.81 ± 1.83 / 82.19 ± 1.20 36.74 ± 1.41 / 41.42 ± 1.29 65.94 ± 2.04 / 72.25 ± 2.16 75.04 ± 1.08 / 72.35 ± 2.45 70.16 ± 1.47 / 84.29 ± 0.90 39.90 ± 1.83 / 44.57 ± 1.70
sentence-transformers/paraphrase-multilingual-mpnet-base-v2 278 250 512 1.92 ± 0.01 74.98 ± 0.92 / 76.63 ± 0.85 49.13 ± 0.82 / 65.84 ± 0.66 29.66 ± 7.69 / 63.05 ± 4.35 0.14 ± 0.20 / 1.02 ± 1.34 78.39 ± 0.86 / 81.94 ± 0.73 71.27 ± 1.18 / 75.56 ± 1.01 55.53 ± 1.05 / 68.89 ± 1.16 36.01 ± 2.02 / 64.39 ± 1.49 14.99 ± 8.03 / 54.08 ± 5.71 0.04 ± 0.05 / 1.55 ± 1.67 59.82 ± 1.39 / 65.14 ± 1.57 73.47 ± 0.84 / 70.20 ± 2.49 36.62 ± 6.55 / 66.09 ± 5.35 0.25 ± 0.26 / 2.02 ± 2.04
sentence-transformers/use-cmlm-multilingual 471 501 512 1.90 ± 0.02 81.91 ± 0.87 / 84.06 ± 0.84 48.03 ± 0.74 / 65.34 ± 0.40 55.31 ± 2.29 / 76.29 ± 1.57 49.16 ± 2.73 / 53.75 ± 2.68 87.12 ± 1.08 / 90.08 ± 0.76 81.89 ± 0.98 / 86.04 ± 0.78 56.35 ± 1.25 / 69.31 ± 1.02 59.38 ± 2.52 / 78.02 ± 1.71 46.54 ± 3.21 / 71.78 ± 2.00 51.46 ± 1.85 / 56.73 ± 1.74 74.21 ± 1.26 / 80.05 ± 1.13 75.09 ± 1.30 / 72.93 ± 2.37 61.83 ± 1.28 / 79.96 ± 0.82 51.77 ± 1.30 / 57.11 ± 1.22
microsoft/infoxlm-large 560 250 512 0.52 ± 0.00 85.45 ± 1.08 / 87.11 ± 1.23 37.94 ± 10.08 / 55.77 ± 9.21 15.26 ± 10.94 / 48.92 ± 8.26 52.30 ± 0.80 / 57.35 ± 0.93 89.48 ± 0.83 / 91.90 ± 0.62 82.92 ± 1.66 / 86.59 ± 1.49 30.56 ± 13.68 / 45.96 ± 11.45 9.79 ± 5.13 / 46.75 ± 6.05 6.36 ± 2.82 / 48.52 ± 4.11 52.77 ± 1.38 / 58.11 ± 1.38 74.53 ± 2.70 / 79.53 ± 2.77 75.42 ± 1.08 / 72.68 ± 3.19 18.44 ± 10.88 / 53.57 ± 7.20 54.60 ± 1.04 / 60.00 ± 0.86
clips/mfaq 278 250 128 8.21 ± 0.14 79.96 ± 1.19 / 82.19 ± 1.02 45.60 ± 1.76 / 63.53 ± 1.48 28.26 ± 11.88 / 55.28 ± 7.93 0.01 ± 0.01 / 0.60 ± 0.99 86.62 ± 1.53 / 89.46 ± 1.18 75.64 ± 1.17 / 79.71 ± 1.02 52.91 ± 2.29 / 64.64 ± 3.28 27.55 ± 12.16 / 53.28 ± 8.27 15.20 ± 9.06 / 51.91 ± 4.95 0.04 ± 0.05 / 0.63 ± 0.83 70.91 ± 1.27 / 76.31 ± 1.29 73.32 ± 1.13 / 70.21 ± 3.74 32.29 ± 10.98 / 62.21 ± 5.02 0.03 ± 0.05 / 0.80 ± 1.07
google/rembert 576 250 256 0.79 ± 0.01 81.68 ± 1.38 / 84.31 ± 1.05 50.19 ± 1.82 / 66.32 ± 1.50 69.72 ± 2.25 / 84.30 ± 1.64 52.03 ± 1.07 / 56.54 ± 1.37 84.95 ± 2.83 / 88.70 ± 2.05 82.16 ± 1.96 / 86.11 ± 1.67 54.19 ± 3.15 / 65.18 ± 4.55 69.83 ± 2.01 / 84.72 ± 1.10 54.84 ± 12.59 / 75.13 ± 9.44 51.14 ± 1.72 / 55.91 ± 1.86 72.58 ± 1.51 / 78.23 ± 1.53 75.99 ± 1.15 / 71.01 ± 4.17 72.17 ± 0.94 / 85.94 ± 0.54 50.80 ± 2.25 / 55.83 ± 2.37
Twitter/twhin-bert-large 561 250 512 0.43 ± 0.00 77.58 ± 1.37 / 79.67 ± 1.34 39.36 ± 3.13 / 58.64 ± 2.64 7.06 ± 6.11 / 49.71 ± 4.63 43.31 ± 2.11 / 47.39 ± 2.00 83.48 ± 1.19 / 86.26 ± 0.71 76.17 ± 2.67 / 80.10 ± 2.44 34.17 ± 2.42 / 43.74 ± 2.19 12.11 ± 10.47 / 50.33 ± 7.16 4.28 ± 4.18 / 45.75 ± 4.32 43.51 ± 2.72 / 48.19 ± 2.33 68.20 ± 1.70 / 74.26 ± 1.65 63.35 ± 5.43 / 60.33 ± 5.50 16.07 ± 10.73 / 52.48 ± 7.50 43.74 ± 4.46 / 48.67 ± 4.30
sarnikowski/electra-small-discriminator-da-256-cased 13 29 512 10.68 ± 0.14 69.55 ± 1.35 / 72.54 ± 1.28 24.38 ± 1.74 / 40.85 ± 3.07 68.58 ± 1.38 / 84.12 ± 0.69 27.69 ± 1.49 / 33.04 ± 1.43 70.05 ± 1.16 / 73.15 ± 1.21 62.07 ± 1.31 / 66.34 ± 1.25 29.97 ± 0.99 / 42.12 ± 0.47 40.79 ± 2.06 / 69.48 ± 1.44 25.08 ± 1.86 / 61.74 ± 0.81 25.65 ± 1.44 / 31.84 ± 1.29 48.47 ± 0.71 / 52.79 ± 1.21 57.93 ± 1.56 / 53.71 ± 0.61 14.72 ± 2.01 / 55.92 ± 1.11 26.89 ± 1.09 / 32.71 ± 0.97
bert-base-multilingual-uncased 167 106 512 1.34 ± 0.03 77.68 ± 0.74 / 79.94 ± 0.83 33.50 ± 2.57 / 54.63 ± 2.14 46.75 ± 3.43 / 72.71 ± 2.11 49.17 ± 0.76 / 53.32 ± 0.84 79.06 ± 1.52 / 82.90 ± 1.44 72.83 ± 1.96 / 77.33 ± 2.00 37.28 ± 2.13 / 48.69 ± 3.26 49.41 ± 1.57 / 73.96 ± 0.87 43.58 ± 2.23 / 71.20 ± 1.61 46.16 ± 1.80 / 50.73 ± 1.89 65.50 ± 1.71 / 70.85 ± 1.56 63.30 ± 0.93 / 59.96 ± 1.80 48.97 ± 1.14 / 73.78 ± 0.61 46.22 ± 1.91 / 50.81 ± 2.00
Geotrend/distilbert-base-en-no-cased 69 33 512 2.70 ± 0.08 76.16 ± 0.89 / 78.57 ± 0.83 32.95 ± 0.82 / 54.57 ± 0.80 33.63 ± 2.63 / 65.69 ± 1.82 37.92 ± 1.65 / 41.72 ± 1.53 81.01 ± 0.94 / 83.93 ± 0.95 75.07 ± 1.03 / 79.39 ± 1.03 32.32 ± 2.30 / 47.12 ± 2.85 36.15 ± 1.99 / 66.57 ± 1.11 30.17 ± 1.72 / 63.98 ± 1.36 36.88 ± 1.18 / 41.12 ± 1.14 63.61 ± 1.27 / 69.28 ± 1.15 59.53 ± 1.69 / 57.93 ± 2.20 29.36 ± 1.50 / 63.60 ± 0.89 41.60 ± 1.02 / 46.04 ± 0.91
dbmdz/bert-mini-historic-multilingual-cased 12 32 512 21.10 ± 0.20 55.05 ± 1.66 / 56.69 ± 1.54 26.03 ± 0.90 / 48.46 ± 1.21 2.19 ± 1.92 / 49.80 ± 1.39 22.16 ± 1.47 / 28.35 ± 1.50 58.24 ± 1.47 / 61.55 ± 1.55 56.03 ± 1.41 / 59.90 ± 1.56 24.59 ± 1.57 / 40.34 ± 0.99 3.45 ± 2.10 / 50.80 ± 1.16 2.72 ± 1.56 / 48.79 ± 1.92 23.14 ± 1.75 / 30.36 ± 1.63 47.04 ± 3.83 / 50.07 ± 4.14 56.10 ± 1.85 / 52.92 ± 0.76 5.05 ± 2.27 / 51.08 ± 1.44 21.66 ± 1.09 / 29.00 ± 1.21
RabotaRu/HRBert-mini 80 200 512 20.07 ± 0.33 30.47 ± 1.44 / 29.37 ± 1.40 20.33 ± 1.89 / 40.95 ± 2.78 0.90 ± 1.40 / 48.85 ± 2.60 4.78 ± 0.58 / 11.12 ± 1.01 30.31 ± 2.14 / 31.87 ± 2.26 30.59 ± 1.43 / 32.47 ± 1.48 15.07 ± 1.97 / 35.80 ± 1.15 1.26 ± 1.26 / 48.42 ± 1.75 0.49 ± 1.58 / 45.93 ± 3.88 3.83 ± 0.66 / 10.51 ± 1.00 23.05 ± 1.43 / 24.61 ± 1.58 52.31 ± 1.22 / 51.51 ± 0.49 1.32 ± 1.87 / 46.80 ± 4.29 3.85 ± 0.78 / 10.00 ± 1.75
KBLab/megatron-bert-base-swedish-cased-600k 135 64 512 1.98 ± 0.02 74.55 ± 0.90 / 77.53 ± 0.90 39.40 ± 1.14 / 59.02 ± 0.60 23.50 ± 1.86 / 59.54 ± 1.34 39.43 ± 2.37 / 44.55 ± 2.51 79.13 ± 1.26 / 82.20 ± 1.19 72.90 ± 1.43 / 76.64 ± 1.10 40.20 ± 1.56 / 54.68 ± 2.46 24.45 ± 2.21 / 58.75 ± 1.80 19.18 ± 3.55 / 57.93 ± 2.05 39.12 ± 2.67 / 44.42 ± 2.98 72.93 ± 1.08 / 78.91 ± 1.24 76.09 ± 0.81 / 72.74 ± 2.11 70.08 ± 2.11 / 83.40 ± 1.46 47.34 ± 1.23 / 53.17 ± 1.03
ltg/norbert 111 33 512 1.61 ± 0.02 76.40 ± 1.84 / 79.01 ± 1.66 40.06 ± 1.09 / 59.62 ± 0.80 33.73 ± 6.11 / 65.40 ± 4.04 33.39 ± 2.24 / 37.59 ± 2.12 87.89 ± 0.79 / 90.55 ± 0.63 82.22 ± 1.58 / 85.72 ± 1.45 52.65 ± 1.78 / 64.34 ± 2.59 66.85 ± 2.72 / 82.12 ± 1.73 54.86 ± 10.30 / 76.67 ± 5.19 37.68 ± 1.35 / 42.92 ± 1.42 63.27 ± 1.66 / 69.22 ± 0.88 62.59 ± 1.35 / 60.17 ± 2.69 22.87 ± 3.41 / 59.79 ± 3.37 33.73 ± 2.86 / 38.50 ± 2.77
mideind/IceBERT 124 50 512 1.65 ± 0.03 67.86 ± 1.25 / 71.51 ± 1.10 22.70 ± 2.43 / 44.12 ± 3.94 -0.27 ± 2.37 / 39.44 ± 4.09 30.52 ± 3.63 / 33.17 ± 3.98 71.71 ± 1.20 / 75.50 ± 1.15 67.09 ± 1.04 / 71.88 ± 0.73 14.13 ± 5.52 / 33.71 ± 4.23 0.68 ± 2.45 / 42.20 ± 4.02 0.92 ± 1.54 / 37.68 ± 3.74 30.40 ± 3.02 / 33.96 ± 3.14 59.43 ± 1.13 / 63.51 ± 1.27 55.09 ± 2.80 / 52.44 ± 1.25 1.53 ± 1.85 / 42.55 ± 3.77 31.13 ± 2.77 / 34.89 ± 2.76
patrickvonplaten/norwegian-roberta-base 125 50 512 2.01 ± 0.03 74.45 ± 0.71 / 77.37 ± 0.74 40.66 ± 0.60 / 60.41 ± 0.40 36.60 ± 8.17 / 65.89 ± 4.40 33.51 ± 1.85 / 37.38 ± 1.97 85.72 ± 0.68 / 88.58 ± 0.62 79.58 ± 1.00 / 83.60 ± 0.98 58.16 ± 1.17 / 70.61 ± 1.02 64.86 ± 2.58 / 80.24 ± 1.80 52.72 ± 2.04 / 74.23 ± 1.73 35.53 ± 1.45 / 39.65 ± 1.46 63.56 ± 1.57 / 69.21 ± 1.36 63.27 ± 2.13 / 62.27 ± 3.49 26.27 ± 5.93 / 61.44 ± 3.01 34.51 ± 1.53 / 38.94 ± 1.40
TurkuNLP/bert-base-finnish-cased-v1 125 50 512 2.02 ± 0.04 63.53 ± 1.11 / 67.45 ± 0.99 27.71 ± 1.03 / 50.39 ± 0.86 3.07 ± 2.03 / 47.90 ± 2.80 35.91 ± 1.72 / 39.87 ± 1.92 69.29 ± 1.52 / 72.21 ± 1.47 59.21 ± 1.85 / 63.35 ± 1.96 19.30 ± 2.52 / 37.75 ± 2.45 1.11 ± 2.51 / 44.42 ± 2.61 2.67 ± 1.70 / 44.34 ± 4.55 37.41 ± 2.26 / 41.71 ± 2.28 58.37 ± 1.26 / 63.05 ± 1.21 57.64 ± 2.01 / 55.06 ± 2.50 2.89 ± 1.97 / 45.55 ± 3.92 36.84 ± 0.79 / 41.03 ± 0.83
deepset/gbert-base 110 31 512 1.99 ± 0.02 70.08 ± 0.97 / 72.61 ± 1.16 27.60 ± 1.70 / 50.58 ± 1.22 2.49 ± 2.08 / 50.07 ± 0.99 34.29 ± 2.52 / 38.13 ± 2.47 69.37 ± 1.08 / 71.81 ± 1.01 65.09 ± 1.93 / 68.15 ± 1.94 18.74 ± 2.05 / 37.47 ± 1.58 1.67 ± 1.69 / 45.73 ± 3.55 0.84 ± 1.75 / 44.24 ± 3.91 36.07 ± 1.27 / 40.14 ± 1.27 59.86 ± 1.23 / 64.27 ± 1.33 53.82 ± 3.41 / 53.50 ± 2.77 0.69 ± 1.21 / 47.36 ± 2.87 37.25 ± 1.16 / 41.29 ± 1.06
roberta-base 125 50 512 1.92 ± 0.03 69.80 ± 1.73 / 72.68 ± 1.70 29.27 ± 3.00 / 51.00 ± 3.94 1.18 ± 1.48 / 40.35 ± 4.04 36.17 ± 2.23 / 39.52 ± 2.16 73.25 ± 2.35 / 75.97 ± 2.00 63.94 ± 2.11 / 67.89 ± 2.17 17.25 ± 4.57 / 34.91 ± 3.73 2.95 ± 1.93 / 44.03 ± 4.72 1.30 ± 1.85 / 41.87 ± 4.06 35.72 ± 2.06 / 39.67 ± 2.05 60.30 ± 1.25 / 65.03 ± 1.31 53.74 ± 3.02 / 52.22 ± 1.67 2.67 ± 1.29 / 38.57 ± 3.00 40.26 ± 2.11 / 44.37 ± 2.12
pdelobelle/robbert-v2-dutch-base 117 40 512 1.94 ± 0.03 62.44 ± 0.69 / 66.04 ± 1.00 29.75 ± 1.68 / 52.53 ± 1.20 2.21 ± 1.34 / 48.56 ± 2.17 32.73 ± 2.76 / 36.27 ± 2.82 65.28 ± 1.79 / 67.30 ± 1.55 59.94 ± 2.59 / 63.58 ± 2.49 19.12 ± 4.18 / 37.47 ± 3.42 0.45 ± 1.67 / 45.13 ± 3.10 1.48 ± 1.68 / 46.67 ± 2.59 30.40 ± 1.99 / 34.61 ± 2.01 53.74 ± 1.03 / 57.82 ± 1.19 53.95 ± 2.73 / 52.13 ± 1.40 1.16 ± 1.80 / 48.26 ± 1.50 31.41 ± 1.91 / 35.63 ± 1.84
DeepPavlov/rubert-base-cased 178 120 512 1.94 ± 0.03 69.36 ± 1.07 / 71.10 ± 1.46 26.41 ± 1.45 / 49.24 ± 1.23 3.84 ± 2.52 / 43.36 ± 4.13 36.03 ± 2.48 / 39.69 ± 2.52 72.02 ± 1.41 / 74.82 ± 1.33 68.79 ± 2.23 / 72.52 ± 1.87 21.34 ± 2.21 / 38.12 ± 2.10 5.21 ± 3.54 / 45.00 ± 5.24 3.00 ± 2.36 / 43.58 ± 2.74 38.36 ± 1.72 / 42.55 ± 1.75 58.18 ± 1.69 / 63.07 ± 1.74 54.68 ± 2.31 / 52.79 ± 1.54 6.15 ± 2.42 / 49.78 ± 2.07 37.53 ± 2.91 / 41.90 ± 2.91
asafaya/bert-base-arabic 111 32 512 1.96 ± 0.03 37.71 ± 1.50 / 34.61 ± 1.57 25.13 ± 2.41 / 46.58 ± 3.06 1.09 ± 0.72 / 44.63 ± 3.67 27.63 ± 2.65 / 33.00 ± 2.39 31.35 ± 1.94 / 31.77 ± 1.66 33.56 ± 2.03 / 34.70 ± 2.07 17.55 ± 1.80 / 36.12 ± 1.25 2.29 ± 2.47 / 46.04 ± 4.40 0.71 ± 1.94 / 45.99 ± 3.28 28.41 ± 2.95 / 33.32 ± 2.81 10.71 ± 3.93 / 11.74 ± 4.22 58.56 ± 1.57 / 55.18 ± 1.34 2.67 ± 1.55 / 43.90 ± 3.80 29.67 ± 3.72 / 34.83 ± 3.54
ViktorAlm/electra-base-norwegian-uncased-discriminator 109 30 512 1.95 ± 0.02 53.55 ± 1.38 / 49.43 ± 1.44 36.99 ± 2.39 / 56.20 ± 3.67 43.10 ± 2.55 / 69.95 ± 1.84 24.43 ± 2.03 / 28.85 ± 2.29 51.80 ± 3.02 / 52.80 ± 3.02 50.62 ± 2.44 / 53.51 ± 2.16 56.63 ± 1.15 / 69.80 ± 1.39 67.52 ± 1.79 / 82.70 ± 1.29 57.16 ± 1.35 / 77.82 ± 0.80 26.91 ± 2.28 / 31.83 ± 2.56 39.52 ± 1.94 / 41.97 ± 2.07 64.80 ± 1.64 / 60.10 ± 2.85 35.28 ± 2.25 / 67.15 ± 1.51 22.18 ± 1.35 / 26.76 ± 1.47
af-ai-center/bert-base-swedish-uncased 109 31 512 1.94 ± 0.03 59.72 ± 1.30 / 60.11 ± 1.42 25.99 ± 1.39 / 48.69 ± 1.33 2.45 ± 1.81 / 49.39 ± 1.14 32.39 ± 1.05 / 37.60 ± 1.00 59.57 ± 1.06 / 63.17 ± 1.24 54.26 ± 0.78 / 58.05 ± 0.78 24.48 ± 1.48 / 40.79 ± 1.44 5.59 ± 2.02 / 51.01 ± 1.70 5.09 ± 3.84 / 50.72 ± 2.81 31.05 ± 1.49 / 36.49 ± 1.50 56.82 ± 1.20 / 61.30 ± 1.19 62.00 ± 1.18 / 58.68 ± 1.80 27.76 ± 2.17 / 63.61 ± 1.18 34.87 ± 1.45 / 41.08 ± 1.27
birgermoell/roberta-swedish 125 50 512 1.93 ± 0.02 74.17 ± 0.48 / 76.71 ± 0.57 35.54 ± 0.87 / 56.97 ± 0.53 20.59 ± 9.60 / 58.61 ± 4.99 32.76 ± 1.81 / 36.38 ± 1.84 74.94 ± 1.46 / 77.32 ± 1.26 70.20 ± 1.20 / 73.85 ± 0.93 36.55 ± 1.80 / 51.42 ± 2.73 31.14 ± 6.24 / 64.37 ± 3.09 19.73 ± 5.69 / 58.64 ± 3.32 31.12 ± 2.48 / 35.76 ± 2.31 68.81 ± 1.09 / 74.71 ± 1.24 72.02 ± 1.44 / 70.27 ± 2.97 62.18 ± 1.52 / 79.87 ± 1.00 37.06 ± 1.58 / 41.48 ± 1.57
KBLab/bert-base-swedish-cased-alpha 124 50 512 1.96 ± 0.03 72.66 ± 0.84 / 75.38 ± 1.07 26.78 ± 1.90 / 48.51 ± 2.47 18.84 ± 5.73 / 58.47 ± 2.90 32.47 ± 1.41 / 36.72 ± 1.40 76.61 ± 1.24 / 79.97 ± 1.07 68.12 ± 1.10 / 72.17 ± 0.85 29.81 ± 2.15 / 43.25 ± 1.57 23.05 ± 3.40 / 58.49 ± 2.66 17.52 ± 3.51 / 57.06 ± 2.97 34.59 ± 1.69 / 39.45 ± 1.65 74.19 ± 1.57 / 80.03 ± 1.27 73.13 ± 0.96 / 71.48 ± 2.57 72.31 ± 1.20 / 85.67 ± 0.74 41.02 ± 1.08 / 45.89 ± 1.20
KBLab/roberta-base-swedish-cased 126 52 512 1.97 ± 0.03 71.05 ± 0.95 / 73.74 ± 0.78 29.75 ± 1.78 / 51.42 ± 2.00 11.90 ± 4.80 / 52.36 ± 4.24 25.57 ± 3.29 / 29.98 ± 3.22 75.79 ± 1.35 / 79.24 ± 1.34 69.83 ± 1.22 / 73.74 ± 1.08 24.86 ± 1.57 / 39.65 ± 1.46 17.30 ± 3.31 / 57.52 ± 1.66 9.79 ± 4.47 / 52.07 ± 3.65 26.88 ± 2.90 / 32.07 ± 2.54 69.88 ± 1.12 / 75.78 ± 1.02 66.73 ± 0.95 / 63.29 ± 2.21 59.64 ± 1.57 / 78.93 ± 0.73 30.13 ± 2.25 / 35.50 ± 2.07
KBLab/electra-small-swedish-cased-discriminator 16 50 512 11.26 ± 0.24 63.91 ± 1.90 / 66.13 ± 2.21 21.48 ± 1.76 / 39.08 ± 2.35 26.99 ± 2.37 / 62.28 ± 0.96 25.44 ± 2.12 / 31.39 ± 1.96 62.41 ± 3.57 / 66.04 ± 3.77 60.89 ± 1.33 / 65.43 ± 1.33 24.46 ± 1.06 / 40.08 ± 0.71 23.54 ± 1.78 / 60.01 ± 1.30 15.53 ± 3.71 / 55.47 ± 3.76 19.77 ± 2.55 / 27.11 ± 2.32 61.57 ± 2.40 / 66.70 ± 2.34 62.59 ± 1.26 / 56.06 ± 1.13 67.85 ± 0.55 / 83.34 ± 0.33 29.68 ± 3.14 / 36.34 ± 2.71
NbAiLab/nb-roberta-base-scandi 278 250 512 1.98 ± 0.02 83.27 ± 1.09 / 85.41 ± 0.91 52.08 ± 1.06 / 67.98 ± 0.77 67.99 ± 2.28 / 83.02 ± 1.44 41.08 ± 1.35 / 45.20 ± 1.21 89.66 ± 0.60 / 92.24 ± 0.44 84.23 ± 0.85 / 87.58 ± 0.68 59.98 ± 1.33 / 71.70 ± 1.69 70.18 ± 1.41 / 83.83 ± 0.91 70.81 ± 1.50 / 84.45 ± 0.95 40.58 ± 1.82 / 45.32 ± 1.67 74.04 ± 1.75 / 80.02 ± 1.62 76.21 ± 1.60 / 73.41 ± 2.08 71.92 ± 1.07 / 85.01 ± 0.74 42.80 ± 1.29 / 47.62 ± 1.27
pere/nb-roberta-base-scandinavian-long 125 50 512 1.98 ± 0.02 76.90 ± 0.74 / 79.53 ± 0.89 40.71 ± 1.48 / 59.29 ± 1.86 52.05 ± 9.20 / 74.77 ± 4.76 37.07 ± 2.94 / 40.36 ± 2.90 82.51 ± 1.34 / 86.03 ± 1.30 78.79 ± 1.82 / 82.69 ± 1.79 48.17 ± 1.52 / 62.07 ± 2.22 64.02 ± 2.42 / 80.90 ± 1.69 53.43 ± 10.63 / 75.89 ± 5.55 35.29 ± 1.16 / 39.35 ± 1.27 64.97 ± 1.70 / 70.83 ± 1.59 67.99 ± 1.13 / 65.00 ± 3.31 60.13 ± 0.96 / 79.47 ± 0.78 37.25 ± 1.40 / 41.49 ± 1.31
NbAiLab/nb-roberta-base-scandinavian 125 50 512 1.97 ± 0.03 76.90 ± 0.74 / 79.53 ± 0.89 40.71 ± 1.48 / 59.29 ± 1.86 52.05 ± 9.20 / 74.77 ± 4.76 37.07 ± 2.94 / 40.36 ± 2.90 82.51 ± 1.34 / 86.03 ± 1.30 78.79 ± 1.82 / 82.69 ± 1.79 48.17 ± 1.52 / 62.07 ± 2.22 64.02 ± 2.42 / 80.90 ± 1.69 53.43 ± 10.63 / 75.89 ± 5.55 35.29 ± 1.16 / 39.35 ± 1.27 64.97 ± 1.70 / 70.83 ± 1.59 67.99 ± 1.13 / 65.00 ± 3.31 60.13 ± 0.96 / 79.47 ± 0.78 37.25 ± 1.40 / 41.49 ± 1.31
NbAiLab/nb-roberta-base-scandi-1e4 278 250 512 1.97 ± 0.02 82.48 ± 0.94 / 84.71 ± 0.89 51.70 ± 1.98 / 67.54 ± 1.47 62.03 ± 11.56 / 80.01 ± 5.70 41.67 ± 1.47 / 45.58 ± 1.35 89.67 ± 0.54 / 92.09 ± 0.51 83.35 ± 2.01 / 86.85 ± 1.94 59.84 ± 1.40 / 72.11 ± 1.25 73.33 ± 2.17 / 85.89 ± 1.29 71.06 ± 1.62 / 84.78 ± 1.05 40.93 ± 1.69 / 45.44 ± 1.69 73.80 ± 1.53 / 79.90 ± 1.41 76.20 ± 1.16 / 74.01 ± 2.34 73.62 ± 1.17 / 86.19 ± 0.80 40.66 ± 1.09 / 45.33 ± 0.88
facebook/xlm-v-base 778 902 512 1.39 ± 0.01 80.39 ± 1.08 / 82.06 ± 0.82 31.86 ± 8.76 / 47.51 ± 8.94 52.95 ± 11.68 / 73.96 ± 8.89 43.23 ± 2.84 / 47.86 ± 2.90 87.51 ± 1.20 / 89.99 ± 1.32 74.97 ± 3.56 / 78.60 ± 3.17 17.93 ± 14.48 / 34.24 ± 10.14 43.46 ± 17.47 / 66.52 ± 12.26 10.97 ± 10.84 / 43.47 ± 9.81 42.98 ± 3.29 / 48.67 ± 3.06 63.66 ± 6.41 / 68.39 ± 7.26 73.43 ± 0.91 / 61.29 ± 1.81 45.09 ± 15.90 / 68.48 ± 11.31 45.18 ± 2.75 / 50.15 ± 2.65
jhu-clsp/bernice 278 250 512 8.50 ± 0.12 75.58 ± 1.26 / 78.43 ± 1.14 47.20 ± 1.34 / 64.51 ± 1.21 40.52 ± 7.38 / 67.99 ± 3.84 13.97 ± 5.69 / 15.40 ± 5.97 81.19 ± 1.37 / 84.11 ± 1.13 73.93 ± 1.46 / 77.82 ± 1.28 39.63 ± 1.06 / 49.23 ± 2.13 45.75 ± 3.27 / 71.33 ± 1.67 33.74 ± 2.91 / 63.89 ± 3.31 14.79 ± 4.63 / 16.74 ± 5.09 65.04 ± 1.33 / 71.34 ± 0.91 70.91 ± 1.23 / 67.12 ± 3.79 53.52 ± 1.22 / 76.15 ± 0.53 21.94 ± 5.48 / 24.63 ± 5.75
vesteinn/DanskBERT 124 50 512 1.19 ± 0.01 81.82 ± 0.83 / 84.01 ± 0.75 52.86 ± 1.08 / 68.19 ± 1.02 75.20 ± 1.73 / 86.99 ± 1.17 45.61 ± 1.39 / 50.34 ± 1.19 84.15 ± 0.59 / 86.82 ± 0.53 76.65 ± 1.46 / 79.91 ± 1.17 47.84 ± 2.44 / 60.67 ± 3.47 51.99 ± 11.45 / 72.87 ± 8.55 30.57 ± 8.63 / 62.90 ± 7.32 45.44 ± 1.40 / 50.58 ± 1.26 67.15 ± 0.85 / 72.33 ± 0.82 67.77 ± 1.19 / 62.98 ± 2.57 33.79 ± 7.61 / 64.01 ± 6.84 39.61 ± 1.14 / 44.43 ± 1.12
jjzha/dajobbert-base-uncased 110 32 512 1.19 ± 0.01 70.30 ± 0.78 / 74.21 ± 0.84 39.65 ± 1.31 / 59.23 ± 0.94 37.67 ± 7.20 / 65.47 ± 3.22 24.84 ± 4.84 / 30.58 ± 4.46 62.62 ± 0.66 / 65.95 ± 0.72 51.50 ± 1.21 / 55.29 ± 1.26 33.31 ± 2.87 / 48.75 ± 3.38 20.34 ± 4.81 / 58.57 ± 2.56 8.07 ± 2.44 / 53.43 ± 1.32 26.98 ± 3.94 / 33.32 ± 3.73 39.98 ± 1.42 / 42.99 ± 1.57 55.49 ± 1.28 / 55.99 ± 2.15 4.69 ± 2.28 / 51.01 ± 1.58 20.96 ± 4.02 / 27.42 ± 3.83
chcaa/dfm-encoder-small-v1 22 96 128 31.22 ± 0.61 74.80 ± 1.18 / 78.92 ± 1.04 29.39 ± 2.55 / 45.17 ± 3.06 59.38 ± 1.70 / 78.64 ± 1.11 1.14 ± 1.66 / 1.93 ± 2.63 72.09 ± 1.61 / 75.77 ± 1.02 63.25 ± 2.26 / 67.32 ± 2.49 10.30 ± 8.55 / 28.38 ± 5.82 39.06 ± 1.92 / 67.45 ± 1.02 21.66 ± 5.92 / 56.29 ± 6.92 0.00 ± 0.00 / 0.00 ± 0.00 38.61 ± 8.85 / 40.83 ± 9.37 59.58 ± 1.27 / 54.36 ± 0.49 23.36 ± 5.27 / 57.75 ± 4.71 0.02 ± 0.03 / 0.08 ± 0.15
chcaa/dfm-encoder-medium-v1 111 32 512 1.82 ± 0.02 72.50 ± 1.28 / 75.49 ± 1.05 39.91 ± 1.78 / 58.47 ± 2.16 51.01 ± 10.50 / 74.54 ± 5.83 36.89 ± 2.71 / 40.91 ± 2.53 65.08 ± 1.07 / 68.66 ± 1.05 57.87 ± 2.08 / 61.77 ± 2.03 36.56 ± 1.53 / 51.54 ± 2.45 31.23 ± 6.86 / 63.55 ± 5.48 5.40 ± 4.63 / 44.64 ± 6.37 35.93 ± 1.89 / 40.56 ± 1.70 46.05 ± 2.11 / 49.62 ± 2.01 58.70 ± 2.54 / 58.15 ± 3.35 2.23 ± 2.12 / 46.43 ± 4.85 35.96 ± 1.17 / 40.86 ± 1.03
chcaa/dfm-encoder-large-v1 355 50 512 0.56 ± 0.01 82.69 ± 0.85 / 85.08 ± 0.77 51.42 ± 2.30 / 67.07 ± 1.97 76.11 ± 1.17 / 87.41 ± 0.67 54.45 ± 1.65 / 59.52 ± 1.45 84.60 ± 1.44 / 88.66 ± 1.23 80.07 ± 2.11 / 84.59 ± 1.98 55.59 ± 10.43 / 67.82 ± 9.45 71.43 ± 1.67 / 84.61 ± 1.15 53.30 ± 13.11 / 74.52 ± 7.96 52.46 ± 4.57 / 57.66 ± 4.45 68.89 ± 2.46 / 74.18 ± 2.01 75.11 ± 1.19 / 74.74 ± 0.94 64.11 ± 3.27 / 81.63 ± 1.66 53.98 ± 1.42 / 59.70 ± 1.27
vesteinn/FoBERT 124 50 512 2.10 ± 0.05 82.36 ± 0.74 / 84.38 ± 0.63 49.18 ± 1.55 / 65.94 ± 1.28 65.45 ± 1.97 / 81.55 ± 1.33 39.33 ± 2.44 / 43.67 ± 2.73 88.03 ± 0.77 / 90.65 ± 0.66 81.01 ± 1.95 / 84.88 ± 1.55 52.44 ± 2.90 / 62.48 ± 4.62 68.77 ± 2.01 / 83.10 ± 1.42 65.40 ± 2.43 / 81.72 ± 1.68 39.93 ± 2.95 / 44.71 ± 2.99 72.45 ± 1.57 / 78.58 ± 1.52 73.41 ± 0.98 / 68.72 ± 3.80 71.14 ± 1.62 / 84.55 ± 0.97 43.76 ± 3.98 / 48.30 ± 3.92
sileod/mdeberta-v3-base-tasksource-nli 279 251 511 1.99 ± 0.01 84.82 ± 0.73 / 86.85 ± 0.83 50.98 ± 1.25 / 67.18 ± 0.86 57.33 ± 11.34 / 77.46 ± 5.70 49.56 ± 0.60 / 55.17 ± 0.47 89.11 ± 1.05 / 91.70 ± 0.71 83.50 ± 0.95 / 86.79 ± 0.87 52.87 ± 2.07 / 65.06 ± 2.55 67.09 ± 1.55 / 82.49 ± 0.90 58.36 ± 1.37 / 78.55 ± 0.87 50.64 ± 0.92 / 56.68 ± 0.86 72.72 ± 1.82 / 78.68 ± 1.76 75.70 ± 0.93 / 73.09 ± 2.62 68.65 ± 1.96 / 83.70 ± 1.16 50.63 ± 1.49 / 56.54 ± 1.44
jannikskytt/MeDa-Bert 111 32 511 3.07 ± 0.04 73.56 ± 1.19 / 77.11 ± 1.24 44.62 ± 1.38 / 62.33 ± 1.20 47.47 ± 8.03 / 70.55 ± 4.26 32.06 ± 2.43 / 36.66 ± 2.26 68.09 ± 0.91 / 71.69 ± 0.92 56.64 ± 1.98 / 60.00 ± 1.99 38.94 ± 2.59 / 53.58 ± 3.33 30.32 ± 4.68 / 62.42 ± 3.11 7.99 ± 3.34 / 53.24 ± 1.64 30.74 ± 2.61 / 36.49 ± 2.36 45.04 ± 1.50 / 48.32 ± 1.62 53.98 ± 2.05 / 52.94 ± 1.88 3.33 ± 2.12 / 51.06 ± 1.15 31.34 ± 1.32 / 37.02 ± 1.18
ltg/norbert3-xs 15 50 508 14.39 ± 0.26 74.47 ± 1.23 / 76.67 ± 1.35 39.16 ± 1.75 / 58.91 ± 1.21 2.16 ± 1.61 / 48.93 ± 2.35 26.02 ± 1.69 / 29.29 ± 1.54 84.17 ± 0.81 / 87.63 ± 0.64 75.70 ± 2.31 / 80.19 ± 2.00 49.92 ± 1.44 / 63.75 ± 1.45 7.93 ± 4.24 / 50.87 ± 2.29 5.06 ± 0.83 / 51.44 ± 1.05 24.07 ± 2.78 / 28.57 ± 2.45 62.96 ± 1.62 / 67.53 ± 1.66 59.27 ± 2.14 / 55.26 ± 1.73 2.83 ± 2.01 / 49.25 ± 1.48 24.78 ± 1.23 / 28.67 ± 1.13
ltg/norbert3-small 41 50 508 6.41 ± 0.06 80.87 ± 1.21 / 82.67 ± 1.40 39.34 ± 2.85 / 58.37 ± 3.66 50.90 ± 1.26 / 74.15 ± 0.81 40.37 ± 2.04 / 44.31 ± 2.05 86.99 ± 0.87 / 90.02 ± 0.72 83.03 ± 1.53 / 86.52 ± 1.17 51.36 ± 3.24 / 61.35 ± 5.46 67.29 ± 2.13 / 82.23 ± 1.36 56.67 ± 2.29 / 76.74 ± 1.73 44.74 ± 1.87 / 49.28 ± 1.93 68.68 ± 1.40 / 74.22 ± 1.37 63.80 ± 1.56 / 57.65 ± 2.24 37.77 ± 5.16 / 65.87 ± 4.30 37.97 ± 1.35 / 41.89 ± 1.35
ltg/norbert3-base 124 50 508 2.43 ± 0.03 84.22 ± 0.50 / 85.84 ± 0.54 43.94 ± 1.37 / 61.91 ± 0.97 51.62 ± 15.51 / 73.99 ± 9.26 47.92 ± 1.43 / 52.42 ± 1.47 89.79 ± 0.73 / 92.36 ± 0.55 85.45 ± 1.21 / 88.49 ± 0.97 59.73 ± 2.46 / 70.77 ± 3.26 74.40 ± 2.03 / 86.34 ± 1.28 68.85 ± 3.21 / 83.17 ± 2.09 50.44 ± 2.26 / 54.91 ± 2.21 72.63 ± 0.98 / 78.21 ± 0.92 71.05 ± 1.70 / 70.72 ± 2.74 56.02 ± 2.92 / 77.31 ± 1.61 46.60 ± 1.30 / 51.06 ± 1.23
ltg/norbert3-large 354 50 508 0.59 ± 0.05 84.42 ± 1.36 / 86.37 ± 1.33 48.29 ± 2.60 / 64.67 ± 2.10 71.55 ± 1.81 / 85.17 ± 1.13 53.35 ± 2.03 / 57.87 ± 1.81 90.13 ± 1.02 / 93.12 ± 0.83 86.03 ± 0.65 / 89.39 ± 0.52 64.62 ± 1.36 / 75.40 ± 0.97 77.97 ± 3.04 / 88.19 ± 1.89 76.30 ± 1.56 / 87.68 ± 0.86 55.22 ± 0.75 / 60.09 ± 0.94 73.76 ± 1.48 / 79.01 ± 1.13 75.32 ± 1.55 / 69.39 ± 3.64 69.11 ± 1.50 / 84.32 ± 0.70 56.78 ± 1.23 / 61.14 ± 1.33
ltg/norbert3-oversampled-base 124 50 508 2.45 ± 0.03 81.70 ± 0.77 / 83.72 ± 0.76 42.97 ± 1.86 / 61.51 ± 1.50 57.15 ± 1.84 / 77.44 ± 1.26 46.01 ± 0.93 / 50.26 ± 0.75 88.16 ± 0.64 / 91.21 ± 0.62 83.63 ± 1.07 / 87.06 ± 0.79 57.37 ± 1.73 / 68.85 ± 1.96 71.95 ± 1.39 / 85.06 ± 0.92 67.31 ± 1.65 / 82.81 ± 1.09 48.46 ± 1.07 / 53.17 ± 1.10 70.37 ± 1.30 / 75.84 ± 1.32 70.42 ± 1.14 / 69.42 ± 2.29 46.84 ± 7.74 / 72.52 ± 3.94 46.47 ± 1.35 / 51.03 ± 1.36
ltg/norbert3-ncc-base 124 50 508 2.44 ± 0.02 81.34 ± 0.65 / 83.31 ± 0.64 42.73 ± 1.14 / 61.44 ± 0.88 53.31 ± 2.13 / 75.84 ± 1.15 47.09 ± 0.86 / 51.59 ± 0.82 88.83 ± 0.83 / 91.96 ± 0.78 83.48 ± 1.21 / 86.89 ± 1.04 55.28 ± 3.22 / 63.87 ± 5.64 73.67 ± 0.92 / 86.51 ± 0.61 67.67 ± 2.15 / 83.37 ± 1.21 47.63 ± 0.73 / 52.79 ± 0.75 70.06 ± 0.93 / 76.00 ± 0.89 65.91 ± 1.26 / 60.30 ± 2.44 43.26 ± 3.91 / 70.54 ± 2.49 45.46 ± 1.25 / 49.86 ± 1.25