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|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
spacy/da_core_news_sm |
18 |
80.04 ± 11.12 |
|
|
|
- |
- |
- |
- |
- |
66.31 ± 1.32 / 67.72 ± 1.36 |
45.91 ± 0.36 / 48.79 ± 0.39 |
44.93 ± 0.54 / 49.60 ± 0.61 |
16.80 ± 0.11 / 21.72 ± 0.18 |
12.75 ± 0.21 / 15.27 ± 0.21 |
19.69 ± 0.64 |
94.70 ± 0.17 |
73.28 ± 0.13 |
62.25 ± 0.11 |
53.75 ± 0.24 |
32.74 ± 0.43 |
45.47 ± 0.42 |
74.41 ± 0.33 / 78.34 ± 0.28 |
48.17 ± 0.29 / 59.00 ± 0.25 |
34.03 ± 0.25 / 46.02 ± 0.31 |
21.38 ± 0.30 / 33.22 ± 0.34 |
9.62 ± 0.25 / 21.15 ± 0.43 |
14.19 ± 0.31 / 27.58 ± 0.52 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/da_core_news_md |
46 |
74.01 ± 7.57 |
|
|
|
- |
- |
- |
- |
- |
71.70 ± 1.09 / 73.47 ± 1.20 |
53.47 ± 0.33 / 56.96 ± 0.28 |
37.44 ± 0.67 / 40.55 ± 0.77 |
19.34 ± 0.15 / 23.30 ± 0.17 |
6.77 ± 0.18 / 9.86 ± 0.28 |
16.58 ± 0.48 |
95.69 ± 0.19 |
76.24 ± 0.17 |
61.98 ± 0.10 |
53.37 ± 0.20 |
31.10 ± 0.38 |
41.78 ± 0.37 |
76.77 ± 0.34 / 80.15 ± 0.33 |
52.30 ± 0.34 / 62.00 ± 0.30 |
35.33 ± 0.29 / 46.05 ± 0.26 |
22.41 ± 0.26 / 33.16 ± 0.27 |
7.89 ± 0.26 / 18.25 ± 0.35 |
12.68 ± 0.19 / 24.04 ± 0.29 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/da_core_news_lg |
547 |
60.72 ± 2.37 |
|
|
|
- |
- |
- |
- |
- |
73.27 ± 1.09 / 76.06 ± 1.25 |
57.04 ± 0.34 / 62.39 ± 0.39 |
37.68 ± 0.51 / 42.75 ± 0.64 |
20.95 ± 0.15 / 27.08 ± 0.17 |
11.19 ± 0.16 / 12.70 ± 0.16 |
15.39 ± 0.71 |
96.05 ± 0.14 |
76.55 ± 0.12 |
61.98 ± 0.12 |
53.27 ± 0.23 |
28.56 ± 0.38 |
42.82 ± 0.34 |
76.40 ± 0.27 / 79.98 ± 0.29 |
51.85 ± 0.31 / 61.33 ± 0.27 |
33.14 ± 0.21 / 43.12 ± 0.24 |
21.30 ± 0.20 / 32.81 ± 0.25 |
7.15 ± 0.20 / 18.32 ± 0.28 |
13.05 ± 0.14 / 23.85 ± 0.16 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/da_core_news_trf |
422 |
2.80 ± 0.09 |
|
|
|
- |
- |
- |
- |
- |
77.24 ± 1.24 / 78.83 ± 1.23 |
57.71 ± 0.47 / 64.05 ± 0.58 |
30.04 ± 0.88 / 37.34 ± 0.99 |
21.93 ± 0.19 / 27.50 ± 0.23 |
2.10 ± 0.09 / 2.00 ± 0.09 |
26.67 ± 0.67 |
98.20 ± 0.11 |
84.85 ± 0.16 |
70.08 ± 0.16 |
66.11 ± 0.21 |
20.54 ± 0.33 |
35.87 ± 0.31 |
84.88 ± 0.36 / 87.30 ± 0.35 |
67.97 ± 0.35 / 76.12 ± 0.30 |
50.15 ± 0.36 / 60.00 ± 0.39 |
40.67 ± 0.35 / 49.80 ± 0.47 |
5.61 ± 0.12 / 14.87 ± 0.18 |
8.77 ± 0.22 / 18.25 ± 0.36 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
chcaa/da_dacy_small_trf |
52 |
19.00 ± 0.85 |
|
|
|
- |
- |
- |
- |
- |
77.00 ± 0.92 / 79.04 ± 1.03 |
47.81 ± 0.42 / 54.65 ± 0.51 |
26.28 ± 0.50 / 32.65 ± 0.78 |
18.72 ± 0.10 / 24.07 ± 0.11 |
6.42 ± 0.20 / 7.43 ± 0.22 |
22.97 ± 0.38 |
97.95 ± 0.11 |
77.89 ± 0.16 |
61.30 ± 0.12 |
51.52 ± 0.16 |
18.11 ± 0.36 |
34.62 ± 0.29 |
82.21 ± 0.39 / 84.94 ± 0.40 |
55.83 ± 0.33 / 65.25 ± 0.32 |
36.07 ± 0.21 / 46.22 ± 0.21 |
25.45 ± 0.23 / 35.24 ± 0.30 |
4.41 ± 0.09 / 16.25 ± 0.22 |
8.63 ± 0.15 / 20.79 ± 0.30 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
chcaa/da_dacy_medium_trf |
422 |
2.80 ± 0.08 |
|
|
|
- |
- |
- |
- |
- |
76.67 ± 1.20 / 78.62 ± 1.20 |
56.99 ± 0.56 / 62.44 ± 0.63 |
29.23 ± 0.68 / 35.00 ± 0.86 |
21.40 ± 0.13 / 25.44 ± 0.15 |
4.49 ± 0.16 / 4.89 ± 0.17 |
21.78 ± 0.64 |
97.90 ± 0.11 |
83.58 ± 0.14 |
67.12 ± 0.15 |
53.87 ± 0.17 |
16.52 ± 0.28 |
31.72 ± 0.26 |
84.35 ± 0.39 / 86.94 ± 0.36 |
65.56 ± 0.29 / 74.36 ± 0.25 |
46.78 ± 0.26 / 57.10 ± 0.27 |
26.81 ± 0.20 / 36.77 ± 0.27 |
4.06 ± 0.11 / 13.78 ± 0.21 |
7.04 ± 0.16 / 16.45 ± 0.22 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
chcaa/da_dacy_large_trf |
2090 |
0.75 ± 0.02 |
|
|
|
- |
- |
- |
- |
- |
83.61 ± 1.18 / 85.33 ± 1.08 |
78.90 ± 0.49 / 83.13 ± 0.39 |
72.62 ± 0.58 / 81.73 ± 0.67 |
53.35 ± 0.17 / 63.05 ± 0.19 |
53.76 ± 0.44 / 58.03 ± 0.53 |
51.72 ± 0.52 |
98.50 ± 0.07 |
88.68 ± 0.09 |
85.30 ± 0.16 |
92.21 ± 0.09 |
86.32 ± 0.26 |
73.05 ± 0.20 |
87.08 ± 0.32 / 89.13 ± 0.34 |
72.77 ± 0.20 / 80.02 ± 0.16 |
69.22 ± 0.32 / 77.53 ± 0.31 |
71.97 ± 0.36 / 79.57 ± 0.44 |
42.49 ± 0.63 / 54.85 ± 0.71 |
40.63 ± 0.53 / 54.65 ± 0.50 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
radbrt/nb_nocy_trf |
425 |
2.56 ± 0.10 |
|
|
|
- |
- |
- |
- |
- |
66.53 ± 1.18 / 73.83 ± 1.10 |
88.18 ± 0.37 / 90.20 ± 0.34 |
85.62 ± 0.71 / 88.87 ± 0.71 |
42.62 ± 0.61 / 46.23 ± 0.80 |
16.85 ± 0.56 / 18.06 ± 0.68 |
37.38 ± 1.90 |
82.45 ± 0.33 |
98.44 ± 0.09 |
95.49 ± 0.15 |
28.52 ± 0.22 |
13.22 ± 0.30 |
27.64 ± 0.41 |
59.27 ± 0.45 / 67.59 ± 0.48 |
91.27 ± 0.22 / 92.75 ± 0.20 |
88.53 ± 0.35 / 91.05 ± 0.28 |
14.35 ± 0.16 / 18.13 ± 0.17 |
2.38 ± 0.10 / 5.91 ± 0.18 |
5.47 ± 0.22 / 9.06 ± 0.32 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
pin/senda |
422 |
4.45 ± 0.09 |
- |
- |
- |
|
- |
- |
- |
34.21 ± 0.94 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
80.91 ± 0.95 |
71.53 ± 0.91 |
59.21 ± 2.13 |
61.68 ± 1.88 |
34.52 ± 2.15 |
26.46 ± 0.93 |
27.18 ± 1.13 |
2.3.0 |
saattrupdan/nbailab-base-ner-scandi |
676 |
3.32 ± 0.54 |
|
- |
- |
- |
- |
- |
- |
- |
87.44 ± 0.81 / 89.50 ± 0.92 |
91.06 ± 0.26 / 92.65 ± 0.35 |
90.42 ± 0.61 / 93.90 ± 0.56 |
88.37 ± 0.17 / 91.00 ± 0.16 |
48.06 ± 0.74 / 51.72 ± 0.66 |
90.22 ± 0.46 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
Maltehb/aelaectra-danish-electra-small-cased-ner-dane |
52 |
20.88 ± 0.98 |
|
- |
- |
- |
- |
- |
- |
- |
63.96 ± 1.54 / 73.15 ± 1.55 |
38.63 ± 0.54 / 39.89 ± 0.55 |
18.47 ± 0.50 / 18.91 ± 0.52 |
23.07 ± 0.29 / 23.80 ± 0.29 |
6.20 ± 0.17 / 6.35 ± 0.18 |
21.96 ± 0.34 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
Maltehb/aelaectra-danish-electra-small-uncased-ner-dane |
52 |
20.19 ± 1.13 |
|
- |
- |
- |
- |
- |
- |
- |
70.41 ± 1.19 / 80.79 ± 1.06 |
48.76 ± 0.70 / 50.95 ± 0.75 |
27.58 ± 0.61 / 28.69 ± 0.64 |
35.39 ± 0.38 / 37.38 ± 0.38 |
6.28 ± 0.17 / 6.42 ± 0.18 |
28.30 ± 0.29 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
Maltehb/danish-bert-botxo-ner-dane |
420 |
4.64 ± 0.14 |
|
- |
- |
- |
- |
- |
- |
- |
69.25 ± 1.17 / 79.28 ± 1.30 |
60.57 ± 0.27 / 63.30 ± 0.31 |
35.60 ± 1.19 / 37.21 ± 1.26 |
38.37 ± 0.26 / 40.43 ± 0.31 |
3.30 ± 0.78 / 3.66 ± 0.79 |
27.88 ± 0.48 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
NbAiLab/nb-bert-base-ner |
473 |
4.67 ± 0.09 |
|
- |
- |
- |
- |
- |
- |
- |
74.10 ± 0.92 / 81.58 ± 0.99 |
93.48 ± 0.38 / 94.56 ± 0.32 |
90.04 ± 0.50 / 92.53 ± 0.34 |
77.12 ± 0.21 / 82.39 ± 0.26 |
46.57 ± 0.55 / 53.24 ± 0.49 |
64.31 ± 0.53 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
KBLab/swedish-spacy-pipeline |
476 |
1.29 ± 0.03 |
|
|
|
- |
- |
- |
- |
- |
16.94 ± 0.59 / 28.44 ± 1.00 |
18.93 ± 0.57 / 29.14 ± 0.85 |
17.40 ± 1.10 / 27.83 ± 1.57 |
22.31 ± 0.10 / 36.34 ± 0.20 |
1.96 ± 0.11 / 5.19 ± 0.38 |
28.43 ± 0.76 |
87.40 ± 0.29 |
87.79 ± 0.18 |
82.45 ± 0.19 |
98.76 ± 0.05 |
35.62 ± 0.29 |
52.29 ± 0.24 |
61.05 ± 0.47 / 68.79 ± 0.51 |
70.97 ± 0.25 / 77.01 ± 0.24 |
63.04 ± 0.41 / 70.92 ± 0.39 |
92.04 ± 0.22 / 93.90 ± 0.18 |
8.80 ± 0.18 / 22.87 ± 0.32 |
17.34 ± 0.25 / 30.98 ± 0.35 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
KB/bert-base-swedish-cased-neriob |
476 |
4.29 ± 0.08 |
|
- |
- |
- |
- |
- |
- |
- |
51.74 ± 1.02 / 64.93 ± 1.24 |
58.46 ± 0.54 / 65.70 ± 0.64 |
55.77 ± 1.08 / 65.12 ± 1.10 |
59.17 ± 0.51 / 76.34 ± 0.50 |
15.99 ± 1.61 / 18.77 ± 1.85 |
39.14 ± 2.37 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
RecordedFuture/Swedish-NER |
474 |
4.36 ± 0.07 |
|
- |
- |
- |
- |
- |
- |
- |
64.09 ± 0.97 / 72.37 ± 1.20 |
56.15 ± 4.13 / 62.02 ± 4.59 |
49.21 ± 6.60 / 56.61 ± 7.32 |
53.41 ± 9.02 / 62.77 ± 9.92 |
17.24 ± 2.83 / 19.07 ± 3.12 |
42.07 ± 2.78 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
elisno/is_ner_mim_trf |
475 |
2.53 ± 0.10 |
|
- |
- |
- |
- |
- |
- |
- |
37.36 ± 0.75 / 45.04 ± 1.12 |
36.50 ± 0.73 / 39.64 ± 0.72 |
34.95 ± 0.50 / 37.62 ± 0.67 |
33.54 ± 0.28 / 38.64 ± 0.30 |
76.47 ± 0.44 / 76.34 ± 0.42 |
50.86 ± 0.62 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
m3hrdadfi/icelandic-ner-roberta |
473 |
3.64 ± 0.06 |
|
- |
- |
- |
- |
- |
- |
- |
51.88 ± 1.32 / 61.59 ± 1.41 |
36.98 ± 6.73 / 39.24 ± 7.39 |
38.26 ± 7.90 / 41.11 ± 8.51 |
24.09 ± 16.84 / 26.80 ± 19.15 |
82.76 ± 2.63 / 84.27 ± 2.55 |
60.78 ± 2.46 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
vesteinn/IceBERT-ner |
473 |
4.31 ± 0.33 |
|
- |
- |
- |
- |
- |
- |
- |
60.36 ± 1.24 / 68.74 ± 1.51 |
58.84 ± 0.96 / 63.13 ± 0.90 |
61.55 ± 0.77 / 66.30 ± 0.75 |
55.78 ± 0.30 / 62.75 ± 0.28 |
96.73 ± 0.25 / 97.33 ± 0.21 |
66.19 ± 0.50 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
vesteinn/XLMR-ENIS-finetuned-ner |
473 |
2.16 ± 0.05 |
|
- |
- |
- |
- |
- |
- |
- |
71.78 ± 1.56 / 76.04 ± 1.41 |
50.91 ± 3.30 / 52.43 ± 3.58 |
37.28 ± 5.15 / 39.63 ± 5.56 |
23.78 ± 8.55 / 25.43 ± 9.63 |
52.77 ± 5.03 / 55.88 ± 5.05 |
30.91 ± 6.77 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/xx_ent_wiki_sm |
11 |
194.79 ± 34.18 |
|
- |
- |
- |
- |
- |
- |
- |
37.98 ± 0.97 / 42.57 ± 0.93 |
34.15 ± 0.60 / 36.10 ± 0.61 |
38.05 ± 0.32 / 39.99 ± 0.50 |
13.14 ± 0.09 / 15.46 ± 0.13 |
16.15 ± 0.27 / 18.65 ± 0.32 |
25.83 ± 0.87 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/nb_core_news_sm |
15 |
41.01 ± 129.83 |
|
|
|
- |
- |
- |
- |
- |
50.28 ± 3.65 / 55.06 ± 4.10 |
68.25 ± 2.46 / 70.22 ± 2.83 |
59.11 ± 2.13 / 60.39 ± 2.45 |
19.54 ± 0.31 / 22.20 ± 0.33 |
12.98 ± 0.24 / 14.13 ± 0.30 |
18.24 ± 2.33 |
77.02 ± 0.35 |
96.34 ± 0.08 |
80.33 ± 0.17 |
57.10 ± 0.19 |
30.31 ± 0.45 |
44.94 ± 0.36 |
49.35 ± 0.39 / 58.39 ± 0.49 |
84.32 ± 0.14 / 87.06 ± 0.13 |
59.63 ± 0.38 / 67.75 ± 0.37 |
27.57 ± 0.28 / 38.27 ± 0.32 |
10.06 ± 0.26 / 21.18 ± 0.38 |
16.57 ± 0.19 / 27.59 ± 0.28 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/nb_core_news_md |
44 |
40.76 ± 109.14 |
|
|
|
- |
- |
- |
- |
- |
45.33 ± 2.33 / 50.05 ± 2.96 |
78.62 ± 2.75 / 81.90 ± 2.50 |
68.48 ± 1.96 / 71.47 ± 1.99 |
19.50 ± 0.38 / 26.59 ± 0.53 |
10.92 ± 0.24 / 12.90 ± 0.28 |
22.89 ± 2.60 |
75.38 ± 0.31 |
96.92 ± 0.06 |
82.37 ± 0.15 |
52.66 ± 0.11 |
27.57 ± 0.40 |
43.16 ± 0.35 |
46.44 ± 0.50 / 55.31 ± 0.56 |
85.70 ± 0.17 / 87.99 ± 0.15 |
63.80 ± 0.24 / 70.42 ± 0.28 |
25.99 ± 0.25 / 35.89 ± 0.39 |
8.10 ± 0.21 / 20.02 ± 0.22 |
14.45 ± 0.32 / 25.79 ± 0.47 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
spacy/nb_core_news_lg |
546 |
60.50 ± 12.16 |
|
|
|
- |
- |
- |
- |
- |
52.83 ± 2.41 / 60.07 ± 2.40 |
81.49 ± 2.05 / 84.35 ± 2.09 |
70.06 ± 2.16 / 72.80 ± 2.19 |
20.86 ± 0.48 / 25.28 ± 0.53 |
9.71 ± 0.18 / 10.43 ± 0.20 |
18.04 ± 2.67 |
75.81 ± 0.34 |
97.05 ± 0.08 |
81.65 ± 0.12 |
52.64 ± 0.13 |
25.64 ± 0.37 |
42.52 ± 0.21 |
47.85 ± 0.52 / 57.16 ± 0.58 |
85.81 ± 0.17 / 88.34 ± 0.14 |
63.77 ± 0.38 / 70.37 ± 0.36 |
26.13 ± 0.17 / 36.44 ± 0.26 |
7.33 ± 0.19 / 17.94 ± 0.32 |
15.02 ± 0.25 / 25.07 ± 0.45 |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
DaNLP/da-bert-tone-sentiment-polarity |
422 |
5.09 ± 0.10 |
- |
- |
- |
|
- |
- |
- |
38.17 ± 1.63 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
68.61 ± 1.04 |
70.12 ± 1.36 |
- |
67.11 ± 2.83 |
36.08 ± 3.05 |
29.40 ± 0.55 |
32.53 ± 1.04 |
2.3.0 |
DaNLP/da-bert-ner |
420 |
2.79 ± 0.10 |
|
- |
- |
- |
- |
- |
- |
- |
72.86 ± 0.90 / 83.69 ± 1.29 |
49.72 ± 3.57 / 52.75 ± 3.66 |
23.03 ± 4.46 / 24.92 ± 4.58 |
9.88 ± 7.43 / 10.81 ± 7.77 |
8.92 ± 2.33 / 10.07 ± 2.43 |
41.41 ± 0.52 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
2.3.0 |
Guscode/DKbert-hatespeech-detection |
422 |
4.15 ± 0.28 |
- |
- |
- |
- |
74.78 ± 2.04 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
3.0.0 |
DaNLP/da-bert-hatespeech-detection |
422 |
5.33 ± 0.29 |
- |
- |
- |
- |
69.37 ± 2.08 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
3.0.0 |
DaNLP/da-electra-hatespeech-detection |
53 |
|
- |
- |
- |
- |
71.18 ± 1.76 |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
- |
3.0.0 |