| intfloat/multilingual-e5-large |
559 |
250 |
512 |
True |
6,732 ± 1,273 / 1,633 ± 523 |
1.39 |
82.31 ± 2.14 / 86.91 ± 1.34 |
32.64 ± 2.91 / 49.90 ± 3.42 |
58.51 ± 4.12 / 78.17 ± 2.32 |
45.32 ± 1.91 / 57.53 ± 1.78 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| setu4993/LaBSE |
470 |
501 |
512 |
True |
25,418 ± 6,435 / 4,536 ± 1,452 |
1.47 |
82.02 ± 1.04 / 84.71 ± 0.59 |
33.99 ± 4.05 / 50.69 ± 4.23 |
60.77 ± 1.53 / 79.80 ± 0.87 |
41.55 ± 1.08 / 51.73 ± 1.18 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| DTAI-KULeuven/robbert-2022-dutch-base |
118 |
43 |
512 |
True |
11,307 ± 2,134 / 2,580 ± 834 |
1.75 |
79.84 ± 1.41 / 84.42 ± 1.03 |
24.58 ± 5.35 / 42.93 ± 4.78 |
68.76 ± 1.47 / 83.77 ± 0.93 |
27.63 ± 1.32 / 36.98 ± 1.39 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| pdelobelle/robbert-v2-dutch-base |
116 |
40 |
512 |
True |
15,481 ± 2,820 / 3,708 ± 1,186 |
1.77 |
78.30 ± 1.97 / 83.07 ± 1.30 |
26.68 ± 2.90 / 44.41 ± 2.97 |
63.83 ± 3.09 / 80.68 ± 2.18 |
28.34 ± 1.30 / 37.79 ± 1.37 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| meta-llama/Meta-Llama-3-70B (few-shot, val) |
70554 |
128 |
8317 |
True |
312 ± 55 / 177 ± 51 |
1.78 |
72.91 ± 3.24 / 68.06 ± 4.62 |
19.08 ± 3.37 / 42.04 ± 2.31 |
54.33 ± 3.49 / 75.54 ± 2.31 |
63.99 ± 2.07 / 77.63 ± 1.16 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| ZurichNLP/unsup-simcse-xlm-roberta-base |
277 |
250 |
512 |
True |
34,520 ± 7,443 / 6,730 ± 2,224 |
1.82 |
78.45 ± 1.88 / 83.50 ± 0.85 |
22.67 ± 7.22 / 44.07 ± 6.51 |
54.92 ± 9.62 / 76.14 ± 5.00 |
31.82 ± 2.84 / 40.85 ± 3.02 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| gpt-4-1106-preview (few-shot) |
unknown |
100 |
128000 |
True |
573 ± 185 / 87 ± 32 |
1.90 |
66.44 ± 2.18 / 56.97 ± 2.87 |
15.05 ± 1.85 / 35.62 ± 1.91 |
74.01 ± 1.29 / 86.71 ± 0.78 |
57.81 ± 1.23 / 74.51 ± 0.62 |
12.3.2 |
12.3.2 |
12.3.2 |
12.3.2 |
| intfloat/multilingual-e5-base |
277 |
250 |
512 |
True |
14,965 ± 2,890 / 3,322 ± 1,074 |
1.96 |
79.12 ± 1.90 / 83.05 ± 1.09 |
27.67 ± 2.85 / 44.90 ± 2.69 |
39.28 ± 12.28 / 67.90 ± 5.94 |
35.71 ± 1.70 / 46.63 ± 1.40 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| DTAI-KULeuven/robbertje-1-gb-non-shuffled |
74 |
40 |
512 |
True |
21,007 ± 3,892 / 4,922 ± 1,588 |
2.03 |
74.50 ± 1.61 / 81.38 ± 0.87 |
32.23 ± 1.76 / 50.11 ± 2.55 |
54.57 ± 1.72 / 75.82 ± 1.07 |
6.31 ± 0.28 / 11.55 ± 0.22 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| FacebookAI/xlm-roberta-large |
559 |
250 |
512 |
True |
17,897 ± 3,921 / 3,463 ± 1,141 |
2.03 |
83.49 ± 1.51 / 86.12 ± 1.21 |
8.82 ± 7.93 / 30.82 ± 4.71 |
64.80 ± 8.79 / 80.93 ± 6.29 |
50.72 ± 1.20 / 61.66 ± 1.16 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| 152334H/miqu-1-70b-sf (few-shot, val) |
68977 |
32 |
32889 |
True |
2,126 ± 676 / 319 ± 104 |
2.05 |
67.00 ± 3.69 / 56.41 ± 4.29 |
15.33 ± 4.14 / 36.14 ± 2.91 |
55.48 ± 4.37 / 77.55 ± 2.24 |
61.02 ± 1.67 / 76.87 ± 1.15 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| DTAI-KULeuven/robbert-2023-dutch-base |
124 |
50 |
512 |
True |
11,230 ± 1,939 / 2,750 ± 897 |
2.06 |
82.22 ± 1.28 / 86.32 ± 0.75 |
28.20 ± 3.75 / 44.38 ± 3.44 |
55.12 ± 11.67 / 76.12 ± 7.45 |
9.74 ± 0.34 / 44.34 ± 0.99 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| meta-llama/Meta-Llama-3-70B-Instruct (few-shot, val) |
70554 |
128 |
8317 |
True |
1,673 ± 583 / 275 ± 85 |
2.07 |
74.64 ± 3.67 / 71.84 ± 4.01 |
18.90 ± 2.04 / 41.93 ± 1.60 |
49.54 ± 4.22 / 74.03 ± 2.52 |
44.77 ± 1.67 / 71.44 ± 1.30 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| DTAI-KULeuven/robbertje-1-gb-merged |
74 |
40 |
512 |
True |
21,027 ± 3,902 / 4,932 ± 1,591 |
2.11 |
72.51 ± 0.97 / 80.14 ± 0.74 |
32.26 ± 2.51 / 47.44 ± 2.78 |
50.00 ± 2.09 / 73.38 ± 1.43 |
5.97 ± 0.44 / 11.08 ± 0.47 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| jhu-clsp/bernice |
277 |
250 |
128 |
True |
5,567 ± 450 / 2,483 ± 798 |
2.13 |
78.74 ± 1.42 / 84.14 ± 0.87 |
22.58 ± 5.79 / 41.55 ± 4.55 |
55.39 ± 2.71 / 76.38 ± 2.03 |
5.95 ± 3.06 / 7.23 ± 3.67 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| DTAI-KULeuven/robbert-2023-dutch-large |
354 |
50 |
512 |
True |
5,444 ± 911 / 1,413 ± 457 |
2.14 |
81.05 ± 2.44 / 85.20 ± 1.69 |
16.35 ± 6.39 / 36.89 ± 5.03 |
65.18 ± 1.83 / 82.29 ± 0.90 |
11.44 ± 0.50 / 52.98 ± 1.31 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| DTAI-KULeuven/robbertje-1-gb-shuffled |
74 |
40 |
512 |
True |
20,616 ± 3,755 / 4,819 ± 1,542 |
2.18 |
73.55 ± 2.27 / 80.69 ± 1.31 |
26.02 ± 3.29 / 42.90 ± 2.60 |
57.03 ± 1.80 / 77.24 ± 1.09 |
6.64 ± 0.36 / 12.04 ± 0.28 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| microsoft/mdeberta-v3-base |
278 |
251 |
512 |
True |
20,637 ± 3,925 / 4,497 ± 1,502 |
2.19 |
84.47 ± 1.84 / 87.98 ± 1.21 |
5.16 ± 5.21 / 27.85 ± 3.29 |
71.23 ± 1.62 / 85.45 ± 0.83 |
46.43 ± 0.72 / 57.80 ± 0.84 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| gpt-3.5-turbo-0613 (few-shot, val) |
unknown |
100 |
4095 |
True |
921 ± 293 / 113 ± 37 |
2.20 |
68.96 ± 3.80 / 58.45 ± 3.71 |
8.81 ± 3.30 / 30.88 ± 2.25 |
58.95 ± 4.48 / 78.64 ± 2.32 |
55.57 ± 2.33 / 68.26 ± 1.85 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| Nexusflow/Starling-LM-7B-beta (few-shot) |
7242 |
32 |
8192 |
False |
5,876 ± 1,021 / 1,677 ± 546 |
2.22 |
64.47 ± 2.31 / 40.89 ± 2.81 |
13.83 ± 1.91 / 41.53 ± 1.23 |
45.69 ± 1.76 / 72.13 ± 1.39 |
58.03 ± 1.37 / 73.17 ± 0.58 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| google/rembert |
575 |
250 |
512 |
True |
11,736 ± 2,822 / 2,102 ± 677 |
2.22 |
75.49 ± 1.75 / 81.37 ± 1.31 |
4.79 ± 3.93 / 27.49 ± 2.37 |
66.47 ± 2.04 / 83.16 ± 1.01 |
55.70 ± 1.62 / 68.38 ± 1.47 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| upstage/SOLAR-10.7B-v1.0 (few-shot) |
10732 |
32 |
4096 |
True |
3,780 ± 906 / 799 ± 261 |
2.27 |
65.37 ± 1.61 / 46.10 ± 1.53 |
11.93 ± 1.80 / 34.67 ± 2.84 |
41.67 ± 1.53 / 69.81 ± 1.38 |
67.75 ± 0.62 / 78.01 ± 0.45 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
| cardiffnlp/twitter-xlm-roberta-base |
277 |
250 |
512 |
True |
34,475 ± 7,465 / 6,712 ± 2,223 |
2.31 |
77.15 ± 1.38 / 81.92 ± 1.32 |
18.78 ± 6.76 / 37.09 ± 4.14 |
56.72 ± 3.83 / 77.53 ± 2.17 |
14.61 ± 4.26 / 20.91 ± 5.21 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| meta-llama/Llama-2-70b-hf (few-shot, val) |
68977 |
32 |
4221 |
True |
1,892 ± 650 / 318 ± 105 |
2.32 |
66.50 ± 3.72 / 57.66 ± 3.78 |
7.82 ± 4.30 / 34.91 ± 2.53 |
49.55 ± 4.95 / 73.43 ± 3.38 |
65.26 ± 1.55 / 77.36 ± 1.41 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| sentence-transformers/paraphrase-xlm-r-multilingual-v1 |
277 |
250 |
512 |
True |
20,154 ± 4,438 / 3,890 ± 1,256 |
2.38 |
70.59 ± 1.60 / 78.25 ± 1.22 |
21.37 ± 8.79 / 40.62 ± 7.64 |
45.86 ± 2.06 / 71.32 ± 1.40 |
5.20 ± 0.30 / 10.40 ± 0.38 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| meta-llama/Meta-Llama-3-8B-Instruct (few-shot) |
8030 |
128 |
8192 |
True |
4,909 ± 1,215 / 978 ± 319 |
2.42 |
68.72 ± 1.81 / 54.89 ± 2.10 |
14.67 ± 2.51 / 41.36 ± 2.04 |
32.91 ± 2.56 / 64.93 ± 1.97 |
45.36 ± 1.31 / 67.50 ± 0.69 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| meta-llama/Llama-2-70b-chat-hf (few-shot, val) |
68977 |
32 |
4221 |
True |
1,979 ± 621 / 320 ± 105 |
2.44 |
64.00 ± 3.52 / 48.94 ± 3.83 |
13.30 ± 3.75 / 30.50 ± 2.48 |
30.88 ± 4.62 / 59.62 ± 4.50 |
54.14 ± 1.55 / 70.96 ± 1.01 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| DTAI-KULeuven/robbertje-1-gb-bort |
45 |
40 |
512 |
True |
31,087 ± 5,833 / 7,147 ± 2,339 |
2.46 |
66.74 ± 1.53 / 75.07 ± 0.86 |
24.93 ± 6.85 / 41.47 ± 4.05 |
37.19 ± 6.22 / 66.68 ± 3.26 |
5.23 ± 0.43 / 10.67 ± 0.44 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| meta-llama/Meta-Llama-3-8B (few-shot) |
8030 |
128 |
8192 |
True |
4,687 ± 1,121 / 967 ± 313 |
2.48 |
62.26 ± 2.20 / 42.41 ± 2.02 |
10.45 ± 2.69 / 33.45 ± 1.99 |
30.30 ± 3.94 / 62.28 ± 2.89 |
62.99 ± 1.00 / 73.73 ± 0.98 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| senseable/WestLake-7B-v2 (few-shot) |
7242 |
32 |
32768 |
False |
5,993 ± 1,028 / 1,742 ± 561 |
2.52 |
64.25 ± 2.23 / 46.52 ± 1.72 |
13.66 ± 1.99 / 39.45 ± 1.52 |
28.59 ± 1.48 / 61.24 ± 1.46 |
49.64 ± 0.86 / 68.04 ± 0.55 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| robinsmits/Qwen1.5-7B-Dutch-Chat (few-shot) |
7719 |
152 |
32768 |
False |
4,686 ± 1,131 / 996 ± 326 |
2.55 |
57.81 ± 2.68 / 47.15 ± 2.77 |
14.62 ± 2.25 / 41.08 ± 1.81 |
25.34 ± 2.37 / 54.46 ± 3.43 |
56.81 ± 1.44 / 70.49 ± 0.68 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
| robinsmits/Qwen1.5-7B-Dutch-Chat-Sft-Bf16 (few-shot) |
7719 |
152 |
32768 |
False |
2,413 ± 463 / 700 ± 220 |
2.59 |
56.83 ± 2.31 / 46.81 ± 2.87 |
14.79 ± 1.96 / 41.48 ± 1.53 |
23.58 ± 2.69 / 50.85 ± 3.74 |
55.90 ± 1.80 / 70.07 ± 0.77 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| mlabonne/NeuralBeagle14-7B (few-shot, val) |
7242 |
32 |
8192 |
False |
2,549 ± 472 / 784 ± 245 |
2.60 |
63.53 ± 3.80 / 50.43 ± 2.90 |
11.25 ± 4.22 / 39.00 ± 3.14 |
27.76 ± 4.44 / 62.44 ± 2.43 |
50.94 ± 1.12 / 70.12 ± 0.96 |
9.3.2 |
9.3.2 |
9.3.2 |
12.5.2 |
| ReBatch/Llama-3-8B-dutch (few-shot) |
8030 |
128 |
8317 |
False |
3,800 ± 1,275 / 566 ± 194 |
2.64 |
60.14 ± 2.00 / 44.91 ± 2.19 |
11.07 ± 1.98 / 34.77 ± 1.31 |
15.67 ± 3.75 / 40.14 ± 2.65 |
59.93 ± 1.17 / 71.20 ± 1.30 |
12.7.0 |
12.7.0 |
12.7.0 |
12.7.0 |
| microsoft/xlm-align-base |
277 |
250 |
512 |
True |
14,744 ± 2,870 / 3,265 ± 1,053 |
2.68 |
78.85 ± 2.48 / 83.35 ± 2.28 |
11.80 ± 7.64 / 33.49 ± 6.73 |
14.56 ± 8.02 / 53.64 ± 5.14 |
42.08 ± 7.94 / 51.94 ± 9.08 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| Rijgersberg/Mistral-7B-v0.1-chat-nl (few-shot) |
7242 |
32 |
32768 |
False |
5,907 ± 1,028 / 1,695 ± 549 |
2.69 |
56.73 ± 1.95 / 38.97 ± 1.84 |
11.08 ± 1.46 / 32.20 ± 1.43 |
19.41 ± 2.55 / 57.17 ± 2.38 |
58.91 ± 0.92 / 71.22 ± 0.72 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| mlabonne/AlphaMonarch-7B (few-shot, val) |
7242 |
32 |
8192 |
False |
5,340 ± 1,262 / 1,157 ± 375 |
2.69 |
64.71 ± 5.15 / 53.58 ± 3.82 |
11.14 ± 3.37 / 38.64 ± 2.36 |
25.22 ± 5.45 / 61.28 ± 2.51 |
46.34 ± 1.07 / 66.56 ± 1.49 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| sentence-transformers/quora-distilbert-multilingual |
135 |
120 |
512 |
True |
26,458 ± 5,992 / 5,274 ± 1,731 |
2.69 |
67.89 ± 1.61 / 74.48 ± 1.24 |
23.25 ± 6.95 / 44.88 ± 6.27 |
21.36 ± 7.80 / 59.50 ± 3.54 |
4.50 ± 0.39 / 9.94 ± 0.33 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| mistralai/Mistral-7B-v0.1 (few-shot) |
7242 |
32 |
32768 |
True |
2,657 ± 524 / 880 ± 278 |
2.70 |
58.15 ± 1.14 / 40.78 ± 1.91 |
7.94 ± 1.25 / 31.02 ± 3.45 |
25.41 ± 3.46 / 61.11 ± 2.36 |
62.56 ± 1.10 / 73.16 ± 0.93 |
9.1.2 |
9.1.2 |
9.1.2 |
12.5.1 |
| alpindale/Mistral-7B-v0.2-hf (few-shot) |
7242 |
32 |
32768 |
True |
1,841 ± 297 / 651 ± 193 |
2.75 |
56.76 ± 1.52 / 42.03 ± 1.98 |
7.11 ± 1.17 / 26.36 ± 2.97 |
23.55 ± 2.76 / 59.14 ± 3.18 |
61.89 ± 1.10 / 72.41 ± 1.08 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| sentence-transformers/stsb-xlm-r-multilingual |
278 |
250 |
512 |
True |
15,040 ± 2,953 / 3,417 ± 1,100 |
2.77 |
66.85 ± 1.32 / 72.84 ± 0.82 |
20.56 ± 1.44 / 39.67 ± 0.86 |
35.56 ± 1.76 / 66.00 ± 1.15 |
5.04 ± 0.46 / 10.13 ± 0.40 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| mistralai/Mistral-7B-Instruct-v0.2 (few-shot) |
7242 |
32 |
32768 |
False |
2,538 ± 415 / 821 ± 253 |
2.78 |
55.56 ± 2.66 / 39.56 ± 2.13 |
12.37 ± 1.64 / 37.37 ± 1.35 |
21.50 ± 1.70 / 59.10 ± 1.32 |
50.77 ± 0.95 / 66.54 ± 0.79 |
9.3.1 |
9.2.0 |
9.3.1 |
12.4.0 |
| Geotrend/distilbert-base-25lang-cased |
108 |
85 |
512 |
True |
26,099 ± 5,881 / 5,178 ± 1,665 |
2.79 |
75.02 ± 1.48 / 81.57 ± 0.76 |
7.45 ± 2.99 / 29.70 ± 1.94 |
45.28 ± 0.55 / 71.89 ± 0.59 |
20.18 ± 1.26 / 27.86 ± 1.48 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| RuterNorway/Llama-2-13b-chat-norwegian (few-shot) |
unknown |
32 |
4096 |
False |
7,778 ± 1,755 / 1,703 ± 552 |
2.82 |
57.66 ± 1.29 / 43.77 ± 2.78 |
8.41 ± 1.47 / 25.59 ± 1.30 |
16.93 ± 2.60 / 55.72 ± 3.35 |
56.29 ± 1.11 / 68.94 ± 0.81 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
| BramVanroy/GEITje-7B-ultra (few-shot) |
7242 |
32 |
8192 |
False |
2,475 ± 460 / 765 ± 238 |
2.84 |
42.25 ± 2.12 / 27.85 ± 1.09 |
12.78 ± 2.52 / 42.17 ± 1.91 |
18.23 ± 1.91 / 50.04 ± 2.54 |
53.41 ± 1.11 / 66.45 ± 0.46 |
9.3.2 |
9.3.2 |
9.3.2 |
12.4.0 |
| Rijgersberg/GEITje-7B-chat-v2 (few-shot) |
7242 |
32 |
32768 |
False |
5,908 ± 1,022 / 1,694 ± 551 |
2.85 |
42.12 ± 4.00 / 31.12 ± 1.86 |
11.06 ± 2.30 / 40.32 ± 1.64 |
19.71 ± 3.65 / 49.65 ± 4.28 |
59.19 ± 0.91 / 70.06 ± 0.82 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| occiglot/occiglot-7b-eu5-instruct (few-shot) |
7242 |
32 |
32768 |
False |
2,088 ± 352 / 706 ± 214 |
2.87 |
53.78 ± 1.86 / 41.29 ± 2.07 |
7.78 ± 1.43 / 24.33 ± 1.57 |
16.23 ± 2.49 / 55.09 ± 3.18 |
63.09 ± 1.18 / 73.88 ± 0.72 |
12.5.2 |
12.2.0 |
12.3.1 |
12.4.0 |
| Rijgersberg/GEITje-7B-chat (few-shot) |
7242 |
32 |
32768 |
False |
5,920 ± 1,028 / 1,696 ± 550 |
2.90 |
50.69 ± 1.67 / 35.96 ± 2.63 |
8.16 ± 1.68 / 27.37 ± 1.95 |
20.45 ± 2.12 / 59.00 ± 1.21 |
54.48 ± 0.86 / 66.71 ± 0.59 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| Twitter/twhin-bert-base |
278 |
250 |
512 |
True |
11,514 ± 2,041 / 2,862 ± 918 |
2.92 |
74.03 ± 3.05 / 80.59 ± 2.24 |
9.53 ± 5.28 / 32.06 ± 4.17 |
39.12 ± 12.90 / 68.36 ± 6.85 |
7.71 ± 0.42 / 12.90 ± 0.39 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| timpal0l/Mistral-7B-v0.1-flashback-v2 (few-shot) |
7242 |
32 |
32768 |
True |
5,054 ± 1,200 / 1,056 ± 339 |
2.92 |
54.56 ± 2.96 / 37.86 ± 2.49 |
8.43 ± 1.27 / 24.23 ± 0.94 |
10.99 ± 2.55 / 50.46 ± 4.17 |
55.91 ± 1.08 / 66.78 ± 1.13 |
12.5.3 |
12.5.3 |
12.5.3 |
12.5.3 |
| occiglot/occiglot-7b-eu5 (few-shot) |
7242 |
32 |
32768 |
True |
2,219 ± 427 / 717 ± 224 |
2.93 |
51.31 ± 2.32 / 42.95 ± 2.58 |
7.41 ± 1.24 / 26.93 ± 1.56 |
13.04 ± 1.93 / 53.54 ± 2.70 |
59.28 ± 1.15 / 69.67 ± 0.95 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
| Qwen/Qwen1.5-4B-Chat (few-shot) |
3950 |
152 |
32768 |
False |
4,347 ± 893 / 1,135 ± 365 |
2.95 |
42.52 ± 2.25 / 37.46 ± 3.08 |
14.68 ± 1.40 / 40.53 ± 1.64 |
4.07 ± 2.16 / 35.24 ± 1.77 |
55.18 ± 0.74 / 66.50 ± 0.80 |
12.5.2 |
10.0.1 |
12.1.0 |
12.5.2 |
| Rijgersberg/GEITje-7B (few-shot) |
7242 |
32 |
32768 |
True |
10,401 ± 2,529 / 2,123 ± 690 |
2.95 |
47.53 ± 1.90 / 32.42 ± 1.99 |
4.36 ± 2.96 / 28.11 ± 4.71 |
30.67 ± 4.45 / 63.78 ± 2.80 |
56.55 ± 0.70 / 67.56 ± 0.60 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
| Twitter/twhin-bert-large |
560 |
250 |
512 |
True |
9,707 ± 1,664 / 2,549 ± 831 |
2.95 |
77.35 ± 2.80 / 82.50 ± 1.87 |
6.55 ± 5.33 / 28.68 ± 3.64 |
18.25 ± 8.41 / 54.00 ± 5.57 |
28.37 ± 4.84 / 36.84 ± 5.92 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| mistralai/Mistral-7B-Instruct-v0.1 (few-shot) |
7242 |
32 |
32768 |
False |
5,443 ± 1,273 / 1,144 ± 364 |
2.98 |
52.72 ± 2.58 / 33.51 ± 1.22 |
7.91 ± 2.16 / 27.82 ± 1.97 |
18.14 ± 2.10 / 55.42 ± 3.05 |
52.75 ± 0.88 / 67.15 ± 1.08 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
| meta-llama/Llama-2-7b-chat-hf (few-shot) |
6738 |
32 |
4096 |
False |
2,643 ± 455 / 800 ± 247 |
2.99 |
50.23 ± 2.34 / 37.12 ± 3.30 |
10.07 ± 1.84 / 35.66 ± 2.24 |
14.73 ± 1.62 / 54.59 ± 2.24 |
53.42 ± 0.80 / 66.24 ± 0.84 |
9.3.1 |
9.3.1 |
9.3.1 |
12.4.0 |
| meta-llama/Llama-2-7b-hf (few-shot) |
6738 |
32 |
4096 |
True |
2,648 ± 467 / 799 ± 250 |
3.00 |
40.49 ± 4.32 / 30.86 ± 2.27 |
7.10 ± 1.85 / 27.42 ± 1.76 |
18.66 ± 2.39 / 55.25 ± 3.77 |
59.92 ± 0.61 / 70.24 ± 0.75 |
9.2.0 |
9.2.0 |
9.2.0 |
12.5.1 |
| EuropeanParliament/EUBERT |
93 |
66 |
512 |
True |
20,070 ± 3,977 / 4,400 ± 1,435 |
3.03 |
49.54 ± 1.42 / 50.44 ± 1.10 |
14.86 ± 3.09 / 35.33 ± 1.77 |
27.90 ± 5.58 / 62.47 ± 3.34 |
20.65 ± 1.02 / 29.40 ± 1.29 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| AI-Sweden-Models/roberta-large-1350k |
354 |
50 |
512 |
True |
5,744 ± 969 / 1,539 ± 492 |
3.11 |
73.03 ± 2.07 / 79.97 ± 1.63 |
3.65 ± 4.19 / 26.89 ± 2.64 |
2.00 ± 2.03 / 39.53 ± 4.47 |
42.85 ± 0.98 / 53.68 ± 0.89 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
| 01-ai/Yi-6B (few-shot) |
6061 |
64 |
4096 |
True |
2,786 ± 532 / 784 ± 250 |
3.13 |
46.34 ± 2.00 / 33.30 ± 1.78 |
8.96 ± 1.44 / 18.10 ± 2.39 |
0.88 ± 1.23 / 33.53 ± 0.48 |
55.33 ± 1.28 / 66.50 ± 0.94 |
9.3.2 |
10.0.0 |
10.0.0 |
12.5.1 |
| AI-Sweden-Models/roberta-large-1160k |
354 |
50 |
512 |
True |
5,741 ± 987 / 1,554 ± 494 |
3.15 |
70.92 ± 1.61 / 78.52 ± 1.23 |
3.50 ± 3.15 / 27.25 ± 2.24 |
2.06 ± 1.79 / 41.06 ± 5.11 |
41.40 ± 1.92 / 51.93 ± 2.09 |
10.0.1 |
10.0.1 |
10.0.1 |
10.0.1 |
| BramVanroy/GEITje-7B-ultra-sft (few-shot) |
7242 |
32 |
8192 |
False |
5,979 ± 1,044 / 1,724 ± 559 |
3.15 |
39.41 ± 2.93 / 30.59 ± 1.59 |
7.00 ± 3.04 / 35.01 ± 3.72 |
16.10 ± 2.34 / 52.05 ± 3.60 |
53.02 ± 0.97 / 65.63 ± 0.72 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| sentence-transformers/distiluse-base-multilingual-cased-v1 |
135 |
120 |
512 |
True |
34,042 ± 8,482 / 5,951 ± 1,950 |
3.18 |
58.67 ± 1.07 / 68.27 ± 0.94 |
17.82 ± 4.47 / 37.11 ± 2.75 |
9.27 ± 4.66 / 52.04 ± 4.01 |
2.17 ± 0.34 / 8.02 ± 0.41 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking |
135 |
120 |
512 |
True |
33,753 ± 8,349 / 5,937 ± 1,946 |
3.20 |
65.04 ± 1.07 / 70.94 ± 0.61 |
17.40 ± 6.56 / 39.25 ± 6.11 |
-0.95 ± 1.35 / 49.00 ± 0.64 |
3.94 ± 0.39 / 9.50 ± 0.40 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| AI-Sweden-Models/gpt-sw3-20b (few-shot) |
20918 |
64 |
2048 |
True |
4,880 ± 1,052 / 1,181 ± 380 |
3.21 |
35.30 ± 3.76 / 33.68 ± 1.80 |
15.67 ± 2.21 / 31.30 ± 4.51 |
1.76 ± 2.37 / 47.60 ± 1.68 |
45.05 ± 1.68 / 55.38 ± 1.66 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
| AI-Sweden-Models/gpt-sw3-20b-instruct (few-shot) |
20918 |
64 |
2048 |
True |
1,831 ± 587 / 268 ± 90 |
3.22 |
24.44 ± 1.62 / 25.02 ± 1.72 |
18.40 ± 2.14 / 40.21 ± 2.51 |
4.85 ± 2.01 / 49.10 ± 2.56 |
39.83 ± 1.08 / 52.69 ± 1.15 |
9.3.1 |
9.3.1 |
9.3.1 |
9.3.1 |
| Qwen/Qwen1.5-4B (few-shot) |
3950 |
152 |
32768 |
True |
3,248 ± 739 / 761 ± 252 |
3.23 |
35.74 ± 3.22 / 31.74 ± 2.24 |
12.55 ± 1.39 / 39.80 ± 1.38 |
0.23 ± 0.44 / 33.35 ± 0.31 |
51.30 ± 1.63 / 64.17 ± 0.87 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
| google/gemma-2b-it (few-shot) |
2506 |
256 |
8192 |
False |
6,471 ± 1,142 / 1,961 ± 584 |
3.32 |
38.85 ± 3.77 / 32.18 ± 2.49 |
11.25 ± 1.90 / 28.36 ± 1.81 |
-2.27 ± 1.37 / 37.91 ± 2.26 |
45.95 ± 1.11 / 56.54 ± 0.95 |
12.5.2 |
12.1.0 |
12.1.0 |
12.4.0 |
| dbmdz/bert-base-historic-multilingual-cased |
111 |
32 |
512 |
True |
20,047 ± 4,407 / 3,844 ± 1,259 |
3.36 |
56.69 ± 1.80 / 68.42 ± 0.85 |
9.29 ± 3.04 / 30.73 ± 2.40 |
3.02 ± 1.45 / 50.08 ± 1.17 |
22.14 ± 1.13 / 31.59 ± 0.96 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| RuterNorway/Llama-2-7b-chat-norwegian (few-shot) |
unknown |
32 |
4096 |
False |
10,890 ± 2,686 / 2,186 ± 750 |
3.41 |
35.49 ± 3.10 / 29.35 ± 2.75 |
11.36 ± 1.56 / 30.66 ± 3.68 |
2.52 ± 2.14 / 42.60 ± 4.80 |
37.49 ± 1.37 / 47.34 ± 1.53 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.2 |
| sentence-transformers/distiluse-base-multilingual-cased |
135 |
120 |
512 |
True |
19,206 ± 4,451 / 3,658 ± 1,187 |
3.41 |
56.98 ± 1.37 / 66.91 ± 1.60 |
9.66 ± 4.65 / 31.17 ± 3.34 |
19.37 ± 4.34 / 56.74 ± 3.13 |
3.11 ± 0.37 / 7.91 ± 0.25 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| LumiOpen/Viking-13B (few-shot) |
14030 |
131 |
4224 |
True |
3,480 ± 727 / 822 ± 274 |
3.45 |
36.74 ± 3.36 / 32.36 ± 1.39 |
8.57 ± 2.44 / 34.17 ± 2.59 |
3.01 ± 1.94 / 46.03 ± 4.19 |
32.32 ± 1.55 / 40.73 ± 1.64 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| jpostma/DagoBERT |
116 |
40 |
512 |
True |
11,241 ± 2,115 / 2,565 ± 830 |
3.45 |
42.28 ± 1.41 / 47.68 ± 1.08 |
8.01 ± 2.88 / 31.60 ± 2.41 |
31.21 ± 1.62 / 64.82 ± 0.69 |
3.65 ± 0.33 / 9.49 ± 0.31 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| allenai/OLMo-7B (few-shot) |
6888 |
50 |
2176 |
True |
5,403 ± 1,133 / 1,294 ± 423 |
3.49 |
37.37 ± 2.22 / 30.45 ± 2.45 |
9.55 ± 1.82 / 23.90 ± 1.53 |
0.05 ± 1.35 / 35.78 ± 2.30 |
34.81 ± 1.54 / 46.37 ± 1.51 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| google/gemma-2b (few-shot) |
2506 |
256 |
8192 |
True |
6,087 ± 1,046 / 1,902 ± 563 |
3.56 |
16.90 ± 4.91 / 17.38 ± 4.30 |
9.95 ± 0.78 / 27.94 ± 1.43 |
0.41 ± 1.03 / 33.54 ± 0.32 |
49.15 ± 1.55 / 59.16 ± 1.44 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
| Qwen/Qwen1.5-1.8B-Chat (few-shot) |
1837 |
152 |
32768 |
False |
8,304 ± 1,846 / 1,933 ± 617 |
3.70 |
23.44 ± 5.09 / 25.00 ± 2.33 |
6.82 ± 1.82 / 30.97 ± 2.65 |
4.11 ± 1.73 / 43.70 ± 3.47 |
33.16 ± 1.61 / 46.66 ± 1.27 |
12.5.2 |
11.0.0 |
12.1.0 |
12.5.0 |
| 3ebdola/Dialectal-Arabic-XLM-R-Base |
277 |
250 |
512 |
True |
12,783 ± 2,537 / 2,712 ± 885 |
3.76 |
44.46 ± 2.24 / 60.04 ± 1.09 |
8.39 ± 4.20 / 30.69 ± 2.83 |
2.07 ± 1.34 / 48.42 ± 1.31 |
4.30 ± 1.26 / 9.24 ± 1.13 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| dbmdz/bert-tiny-historic-multilingual-cased |
5 |
32 |
512 |
True |
78,027 ± 15,466 / 17,064 ± 5,335 |
3.76 |
41.38 ± 2.82 / 56.29 ± 1.61 |
8.45 ± 2.80 / 29.85 ± 1.86 |
1.55 ± 1.97 / 49.24 ± 1.16 |
4.40 ± 0.22 / 6.62 ± 0.38 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| Qwen/Qwen1.5-0.5B-Chat (few-shot) |
620 |
152 |
32768 |
False |
11,740 ± 3,000 / 2,209 ± 721 |
3.80 |
18.66 ± 4.43 / 17.56 ± 4.28 |
8.59 ± 3.20 / 29.65 ± 5.10 |
0.34 ± 2.02 / 43.92 ± 3.15 |
26.74 ± 1.57 / 35.03 ± 2.14 |
12.5.2 |
11.0.0 |
12.1.0 |
12.5.0 |
| sentence-transformers/distiluse-base-multilingual-cased-v2 |
135 |
120 |
512 |
True |
33,247 ± 8,123 / 6,017 ± 1,977 |
3.82 |
49.82 ± 2.71 / 62.06 ± 1.69 |
2.70 ± 3.10 / 26.12 ± 2.40 |
6.60 ± 3.84 / 50.71 ± 1.92 |
2.13 ± 0.10 / 6.80 ± 0.37 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| allenai/OLMo-7B-Twin-2T (few-shot) |
6888 |
50 |
2176 |
True |
5,484 ± 1,125 / 1,317 ± 425 |
3.84 |
18.70 ± 5.76 / 19.58 ± 4.59 |
3.70 ± 1.69 / 17.91 ± 1.48 |
2.19 ± 2.08 / 45.43 ± 3.44 |
38.08 ± 1.07 / 48.44 ± 1.55 |
12.5.2 |
12.5.2 |
12.5.2 |
12.5.2 |
| sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 |
118 |
250 |
512 |
True |
29,201 ± 6,282 / 6,045 ± 2,027 |
3.87 |
59.61 ± 2.40 / 67.02 ± 1.16 |
0.00 ± 0.00 / 24.33 ± 0.14 |
-0.04 ± 1.84 / 48.65 ± 1.21 |
3.28 ± 0.31 / 9.04 ± 0.28 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| Qwen/Qwen1.5-1.8B (few-shot) |
1837 |
152 |
32768 |
True |
5,666 ± 1,328 / 1,256 ± 408 |
3.89 |
11.66 ± 6.46 / 15.15 ± 4.38 |
5.20 ± 1.78 / 35.43 ± 2.14 |
2.89 ± 1.91 / 41.36 ± 4.63 |
34.60 ± 2.17 / 48.83 ± 1.05 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
| Qwen/Qwen1.5-0.5B (few-shot) |
620 |
152 |
32768 |
True |
11,371 ± 2,924 / 2,122 ± 692 |
3.93 |
28.30 ± 3.90 / 28.67 ± 3.15 |
4.54 ± 2.76 / 26.53 ± 3.74 |
-0.42 ± 2.41 / 37.60 ± 3.89 |
20.81 ± 2.21 / 29.05 ± 2.31 |
12.5.2 |
10.0.1 |
12.1.0 |
12.1.0 |
| allenai/OLMo-1B (few-shot) |
1177 |
50 |
2176 |
True |
8,536 ± 1,926 / 1,940 ± 619 |
4.16 |
22.58 ± 5.05 / 26.82 ± 3.69 |
4.92 ± 2.71 / 19.51 ± 4.22 |
-1.27 ± 1.85 / 41.38 ± 3.59 |
6.64 ± 1.96 / 11.74 ± 1.62 |
12.5.2 |
12.1.0 |
12.1.0 |
12.1.0 |
| fresh-xlm-roberta-base |
277 |
250 |
512 |
True |
2,214 ± 94 / 1,494 ± 229 |
4.45 |
13.09 ± 1.68 / 16.25 ± 2.85 |
0.92 ± 2.11 / 25.39 ± 1.86 |
1.93 ± 1.37 / 40.76 ± 4.83 |
0.26 ± 0.09 / 2.70 ± 1.10 |
0.0.0 |
0.0.0 |
0.0.0 |
0.0.0 |
| fresh-electra-small |
13 |
31 |
512 |
True |
7,840 ± 1,538 / 3,024 ± 438 |
4.48 |
11.66 ± 1.16 / 13.45 ± 1.20 |
0.00 ± 0.00 / 24.33 ± 0.14 |
-0.21 ± 1.89 / 35.79 ± 2.99 |
0.17 ± 0.04 / 0.17 ± 0.04 |
12.6.1 |
12.6.1 |
12.6.1 |
12.6.1 |
| RJuro/kanelsnegl-v0.1 (few-shot) |
7242 |
32 |
512 |
True |
9,757 ± 2,047 / 2,200 ± 705 |
4.66 |
0.00 ± 0.00 / 0.00 ± 0.00 |
0.95 ± 1.17 / 9.87 ± 0.86 |
0.00 ± 0.00 / 33.34 ± 0.31 |
0.00 ± 0.00 / 5.43 ± 0.58 |
9.3.1 |
9.3.1 |
9.3.1 |
12.5.1 |
| ai-forever/mGPT (few-shot) |
unknown |
100 |
1024 |
True |
13,551 ± 4,259 / 2,563 ± 838 |
4.69 |
0.11 ± 0.21 / 0.27 ± 0.53 |
-0.67 ± 1.33 / 8.96 ± 0.37 |
-0.97 ± 1.56 / 34.83 ± 1.94 |
0.29 ± 0.21 / 1.56 ± 0.19 |
9.3.1 |
10.0.1 |
11.0.0 |
12.5.1 |