ScandEval

Pretrained Models Benchmark

Model ID Size Speed Score DA NO SV IS FO NER POS DEP CLF DaNE DDT-POS DDT-DEP AngryTweets TwitterSent Europarl LCC DKHate NorNE-NB NorNE-NN NDT-NB-POS NDT-NN-POS NDT-NB-DEP NDT-NN-DEP NoReC NorDial SUC3 SDT-POS SDT-DEP DaLaJ ABSAbank-Imm WikiANN-IS IDT-POS IDT-DEP NoReC-IS WikiANN-FO FDT-POS FDT-DEP NoReC-FO
Maltehb/danish-bert-botxo 0.42 97.72 ± 0.03 61.03 ± 0.53 61.61 ± 0.48 64.02 ± 0.64 59.19 ± 0.80 70.56 ± 0.57 77.27 ± 0.22 / 79.72 ± 0.15 75.54 ± 0.27 / 78.42 ± 0.28 97.32 ± 0.04 96.47 ± 0.03 57.47 ± 2.35 68.74 ± 1.16 71.37 ± 0.15 / 74.52 ± 0.17 33.14 ± 0.12 30.75 ± 0.51 70.68 ± 0.21 90.79 ± 0.12 76.60 ± 0.28 82.71 ± 0.09
Maltehb/-l-ctra-danish-electra-small-cased 0.06 98.04 ± 0.02 62.15 ± 0.38 43.73 ± 0.35 59.35 ± 1.89 58.34 ± 1.57 76.90 ± 0.91 79.51 ± 0.19 / 81.41 ± 0.19 77.21 ± 0.27 / 80.87 ± 0.27 98.11 ± 0.02 97.42 ± 0.03 58.23 ± 0.92 66.66 ± 0.38 42.60 ± 0.39 48.78 ± 0.47 83.67 ± 0.16 85.99 ± 0.19 95.01 ± 0.06
flax-community/roberta-base-danish 0.48 98.00 ± 0.03 48.21 ± 2.96 58.71 ± 2.43 22.01 ± 0.25 29.55 ± 2.12 56.94 ± 1.06 85.14 ± 0.16 / 86.76 ± 0.20 80.39 ± 0.47 / 84.13 ± 0.53 98.19 ± 0.02 97.40 ± 0.03 57.19 ± 0.74 65.78 ± 0.52 97.57 ± 0.03 41.48 ± 1.66 26.97 ± 1.21 82.91 ± 0.15 39.58 ± 1.41 83.11 ± 0.27 95.66 ± 0.12
flax-community/roberta-base-scandinavian 0.48 97.93 ± 0.04 39.68 ± 1.28 34.03 ± 1.67 23.78 ± 1.83 23.62 ± 0.25 46.94 ± 0.05 86.52 ± 0.17 / 87.97 ± 0.16 85.29 ± 0.25 / 88.47 ± 0.24 98.52 ± 0.02 98.29 ± 0.03 53.70 ± 0.69 66.83 ± 0.42 82.71 ± 0.06 / 86.28 ± 0.06 98.31 ± 0.03 43.17 ± 1.45 27.05 ± 1.37 82.18 ± 0.36 26.02 ± 0.48 82.50 ± 0.41 96.20 ± 0.06
Maltehb/-l-ctra-danish-electra-small-uncased 0.06 98.03 ± 0.02 62.81 ± 0.35 47.08 ± 0.47 57.42 ± 1.60 51.74 ± 1.21 82.33 ± 0.69 75.27 ± 0.19 / 77.71 ± 0.19 70.40 ± 0.29 / 73.88 ± 0.30 97.15 ± 0.03 96.66 ± 0.03 51.88 ± 1.28 64.96 ± 0.38 49.63 ± 1.14 38.84 ± 1.86 79.04 ± 0.35 84.09 ± 0.18 94.40 ± 0.06
alexanderfalk/danbert-small-cased 0.32 95.48 ± 0.04 56.48 ± 0.38 43.77 ± 0.68 22.73 ± 1.56 45.58 ± 0.89 70.53 ± 0.85 63.79 ± 0.29 / 66.42 ± 0.28 59.64 ± 0.32 / 62.66 ± 0.26 95.17 ± 0.04 94.05 ± 0.04 50.21 ± 0.49 64.26 ± 0.42 47.24 ± 0.27 44.43 ± 0.35 73.63 ± 0.13 97.75 ± 0.05 38.42 ± 0.20 76.28 ± 0.18 91.28 ± 0.10
Geotrend/bert-base-da-cased 0.40 97.32 ± 0.03 56.75 ± 0.36 48.40 ± 0.54 22.73 ± 2.14 54.11 ± 0.96 64.71 ± 0.83 86.82 ± 0.16 / 88.18 ± 0.15 85.65 ± 0.15 / 88.92 ± 0.13 98.16 ± 0.03 97.88 ± 0.02 60.48 ± 0.60 74.18 ± 1.56 48.26 ± 0.41 49.53 ± 0.43 88.86 ± 0.15 89.91 ± 0.14 97.19 ± 0.06
sarnikowski/electra-small-generator-da-256-cased 0.02 87.85 ± 0.07 43.15 ± 1.09 42.64 ± 0.75 37.05 ± 1.27 33.55 ± 0.90 66.98 ± 0.77 52.70 ± 0.33 / 55.43 ± 0.32 42.38 ± 0.38 / 45.76 ± 0.39 87.30 ± 0.06 83.08 ± 0.05 44.60 ± 0.50 44.31 ± 1.80 73.87 ± 0.08 39.77 ± 0.30 54.52 ± 0.20 63.54 ± 0.21 68.74 ± 0.11
Geotrend/distilbert-base-da-cased 0.23 96.79 ± 0.04 53.73 ± 0.40 45.03 ± 0.38 51.71 ± 0.87 44.15 ± 1.25 64.63 ± 0.60 81.33 ± 0.18 / 83.18 ± 0.16 83.71 ± 0.22 / 87.39 ± 0.17 97.73 ± 0.02 97.42 ± 0.03 58.39 ± 0.38 74.04 ± 1.29 48.33 ± 0.28 47.82 ± 0.57 87.77 ± 0.17 88.92 ± 0.15 96.99 ± 0.04
KB/bert-base-swedish-cased 0.48 96.94 ± 0.05 59.44 ± 0.40 55.48 ± 0.41 22.63 ± 1.90 45.73 ± 1.02 70.24 ± 0.88 84.97 ± 0.32 / 86.25 ± 0.29 83.86 ± 0.35 / 87.78 ± 0.31 97.90 ± 0.02 97.53 ± 0.02 65.43 ± 0.34 68.86 ± 1.26 62.80 ± 0.38 59.50 ± 0.32 84.91 ± 0.16 88.52 ± 0.12 95.59 ± 0.06
flax-community/nordic-roberta-wiki 0.48 97.38 ± 0.02 56.19 ± 0.27 39.52 ± 0.75 24.70 ± 1.70 47.33 ± 0.83 68.87 ± 0.78 85.09 ± 0.25 / 86.81 ± 0.24 83.69 ± 0.29 / 87.47 ± 0.24 98.26 ± 0.03 97.67 ± 0.02 60.02 ± 0.63 63.72 ± 0.49 98.09 ± 0.0 50.54 ± 0.36 45.54 ± 0.30 85.92 ± 0.10 86.55 ± 0.12 95.92 ± 0.05
flax-community/swe-roberta-wiki-oscar 0.48 96.41 ± 0.04 56.60 ± 0.53 50.75 ± 0.69 22.63 ± 1.55 40.51 ± 1.24 62.45 ± 0.87 82.54 ± 0.23 / 83.76 ± 0.24 83.16 ± 0.22 / 85.93 ± 0.19 97.64 ± 0.13 96.94 ± 0.03 61.14 ± 0.36 62.76 ± 0.59 98.31 ± 0.03 54.33 ± 1.37 48.84 ± 0.61 81.77 ± 0.17 80.24 ± 0.84 95.24 ± 0.06
KB/albert-base-swedish-cased-alpha 0.05 94.50 ± 0.05 47.97 ± 0.36 43.37 ± 0.35 22.58 ± 1.23 29.37 ± 1.07 47.60 ± 0.43 75.07 ± 0.24 / 76.97 ± 0.26 77.02 ± 0.35 / 80.70 ± 0.39 96.49 ± 0.04 96.03 ± 0.05 50.35 ± 1.59 62.84 ± 0.54 94.12 ± 0.04 44.57 ± 0.52 30.21 ± 1.73 77.50 ± 0.32 95.91 ± 0.32 82.25 ± 0.14 89.95 ± 0.11
ltgoslo/norbert 0.43 97.39 ± 0.03 60.78 ± 0.20 23.18 ± 0.22 22.63 ± 0.72 56.12 ± 0.96 46.94 ± 0.05 90.21 ± 0.15 / 91.12 ± 0.16 87.48 ± 0.23 / 90.80 ± 0.19 98.51 ± 0.03 98.45 ± 0.02 30.68 ± 0.62 67.17 ± 0.36 48.91 ± 1.08 83.41 ± 0.15 85.90 ± 0.17 94.31 ± 0.09
NbAiLab/nb-bert-base 0.68 98.28 ± 0.02 64.83 ± 0.48 52.42 ± 0.75 65.54 ± 0.75 58.10 ± 1.12 75.53 ± 0.96 91.98 ± 0.17 / 92.95 ± 0.16 90.93 ± 0.12 / 94.06 ± 0.11 98.80 ± 0.02 98.83 ± 0.02 75.60 ± 0.42 69.39 ± 0.38 98.53 ± 0.02 57.56 ± 0.50 51.83 ± 0.64 87.52 ± 0.11 99.18 ± 0.02 90.43 ± 0.14 97.23 ± 0.04
NbAiLab/nb-bert-large 1.33 98.55 ± 0.03 67.08 ± 0.36 59.52 ± 0.48 70.30 ± 0.86 59.21 ± 2.63 78.65 ± 0.86 90.45 ± 0.14 / 92.46 ± 0.15 88.01 ± 0.19 / 91.90 ± 0.16 98.56 ± 0.02 75.68 ± 0.33 67.30 ± 0.41 54.93 ± 0.93 46.03 ± 0.63 89.80 ± 0.16 97.19 ± 0.04
Geotrend/bert-base-no-cased 0.40 97.22 ± 0.03 56.49 ± 0.40 49.94 ± 0.58 22.73 ± 2.10 53.54 ± 0.92 69.05 ± 0.72 87.83 ± 0.13 / 89.09 ± 0.14 86.57 ± 0.25 / 89.18 ± 0.19 98.21 ± 0.03 97.99 ± 0.02 61.88 ± 0.28 69.43 ± 0.97 47.80 ± 0.39 47.25 ± 0.60 88.99 ± 0.13 99.11 ± 0.02 89.23 ± 0.16 97.28 ± 0.05
Geotrend/distilbert-base-no-cased 0.24 96.70 ± 0.05 52.35 ± 0.29 44.14 ± 0.67 23.67 ± 1.66 37.13 ± 0.49 58.93 ± 0.81 81.83 ± 0.21 / 83.96 ± 0.20 85.75 ± 0.26 / 89.06 ± 0.21 97.72 ± 0.02 97.45 ± 0.03 55.38 ± 0.48 69.34 ± 0.85 46.44 ± 0.25 45.09 ± 0.50 87.08 ± 0.11 89.82 ± 0.15 97.03 ± 0.03
ViktorAlm/electra-base-norwegian-uncased-discriminator 0.42 48.93 ± 0.60
sarnikowski/electra-small-discriminator-da-256-cased 0.05
setu4993/LaBSE 1.75 97.97 ± 0.02 64.30 ± 0.29 66.10 ± 0.50 73.70 ± 0.46 67.24 ± 1.07 63.45 ± 0.58 89.51 ± 0.12 / 90.50 ± 0.13 89.34 ± 0.17 / 91.96 ± 0.17 98.56 ± 0.02 98.13 ± 0.03 69.49 ± 0.33 67.50 ± 0.61 98.50 ± 0.02 51.08 ± 0.48 55.04 ± 0.39 57.00 ± 0.28 98.27 ± 0.04
mideind/IceBERT 0.48 95.00 ± 0.04 51.79 ± 0.27 38.61 ± 0.67 21.96 ± 0.16 40.56 ± 0.83 46.94 ± 0.05 77.65 ± 0.29 / 79.23 ± 0.28 76.71 ± 0.26 / 80.14 ± 0.31 97.07 ± 0.02 96.72 ± 0.04 46.51 ± 0.50 64.31 ± 0.62 33.17 ± 0.12 89.94 ± 0.15 86.78 ± 0.17 97.47 ± 0.04
neurocode/IsRoBERTa 0.32 93.17 ± 0.11 52.93 ± 0.32 30.17 ± 0.51 21.96 ± 0.16 35.67 ± 0.97 67.93 ± 0.82 71.63 ± 0.27 / 73.30 ± 0.26 70.76 ± 0.26 / 73.74 ± 0.29 96.16 ± 0.03 95.89 ± 0.02 48.47 ± 0.26 62.56 ± 0.49 33.17 ± 0.12 42.12 ± 0.41 83.41 ± 0.16 99.27 ± 0.02 82.16 ± 0.18 96.76 ± 0.04
xlm-roberta-base 1.04 98.32 ± 0.03 63.89 ± 0.75 55.46 ± 0.49 69.92 ± 0.76 53.02 ± 4.75 77.92 ± 0.92 90.22 ± 0.14 / 90.99 ± 0.13 88.56 ± 0.27 / 91.38 ± 0.25 98.63 ± 0.03 98.30 ± 0.02 71.62 ± 0.24 68.31 ± 0.57 47.01 ± 0.91 48.81 ± 0.72 89.33 ± 0.13 99.32 ± 0.02 90.07 ± 0.36 97.98 ± 0.03
xlm-roberta-large 2.09 98.49 ± 0.02 69.19 ± 0.91 67.07 ± 0.44 50.66 ± 4.65 42.12 ± 4.45 77.92 ± 0.92 91.88 ± 0.15 / 92.30 ± 0.16 90.63 ± 0.16 / 93.25 ± 0.11 98.78 ± 0.02 98.55 ± 0.02 63.44 ± 3.51 68.29 ± 0.66 54.05 ± 0.87 98.26 ± 0.06
bert-base-multilingual-cased 0.68 97.38 ± 0.02 58.61 ± 0.56 50.63 ± 0.69 22.73 ± 2.03 56.44 ± 0.89 69.46 ± 0.72 86.93 ± 0.19 / 88.22 ± 0.18 88.07 ± 0.18 / 90.82 ± 0.17 98.25 ± 0.02 98.03 ± 0.03 62.48 ± 0.27 67.65 ± 0.96 98.01 ± 0.03 48.27 ± 0.79 47.01 ± 0.49 90.04 ± 0.13 99.27 ± 0.02 90.39 ± 0.22 97.67 ± 0.05
distilbert-base-multilingual-cased 0.52 96.87 ± 0.04 55.27 ± 0.33 35.77 ± 1.24 38.20 ± 1.21 55.61 ± 1.03 72.95 ± 1.09 82.57 ± 0.16 / 84.47 ± 0.15 83.23 ± 0.29 / 86.74 ± 0.21 97.81 ± 0.02 97.52 ± 0.04 54.25 ± 0.55 67.53 ± 0.54 47.59 ± 0.47 87.94 ± 0.10 88.91 ± 0.17 96.73 ± 0.06
cardiffnlp/twitter-xlm-roberta-base 1.04 97.97 ± 0.02 65.39 ± 0.29 55.03 ± 0.53 67.67 ± 0.93 67.69 ± 1.18 71.80 ± 0.71 88.57 ± 0.15 / 89.71 ± 0.14 86.11 ± 0.25 / 89.73 ± 0.15 98.43 ± 0.03 98.11 ± 0.03 67.20 ± 0.32 66.24 ± 0.47 85.34 ± 0.07 / 88.74 ± 0.07 98.53 ± 0.02 46.19 ± 1.17 34.64 ± 0.74 88.55 ± 0.14 88.70 ± 0.17 97.43 ± 0.04
Geotrend/bert-base-en-da-cased 0.42 97.36 ± 0.03 56.73 ± 0.45 51.16 ± 0.42 22.73 ± 2.12 54.04 ± 0.88 63.65 ± 1.29 86.19 ± 0.15 / 87.76 ± 0.13 86.74 ± 0.20 / 89.79 ± 0.17 98.15 ± 0.02 98.05 ± 0.03 62.44 ± 0.26 72.99 ± 1.46 46.87 ± 0.43 47.93 ± 0.42 89.19 ± 0.14 49.54 ± 0.28 90.45 ± 0.11 97.30 ± 0.04
Geotrend/bert-base-25lang-cased 0.58 97.46 ± 0.03 57.43 ± 0.60 49.73 ± 0.73 54.04 ± 0.88 49.78 ± 0.82 67.19 ± 0.85 88.02 ± 0.12 / 89.15 ± 0.12 86.32 ± 0.28 / 89.03 ± 0.24 98.24 ± 0.03 98.03 ± 0.02 62.97 ± 0.29 70.33 ± 1.59 45.02 ± 0.50 47.82 ± 0.46 89.55 ± 0.13 99.22 ± 0.02 44.78 ± 1.11 90.50 ± 0.14 97.47 ± 0.03
Geotrend/bert-base-en-fr-de-no-da-cased 0.45 97.21 ± 0.03 57.96 ± 0.54 49.34 ± 0.49 22.73 ± 1.88 53.72 ± 1.05 65.85 ± 0.87 86.80 ± 0.27 / 88.42 ± 0.20 86.17 ± 0.12 / 89.40 ± 0.15 98.21 ± 0.02 98.05 ± 0.02 64.61 ± 0.37 74.97 ± 1.34 46.55 ± 0.36 45.34 ± 0.47 89.12 ± 0.11 90.35 ± 0.16 96.83 ± 0.04
Geotrend/distilbert-base-25lang-cased 0.42 96.68 ± 0.07 52.90 ± 0.31 45.72 ± 0.57 56.26 ± 0.85 45.45 ± 0.89 67.78 ± 1.37 83.89 ± 0.25 / 85.67 ± 0.27 84.81 ± 0.23 / 88.09 ± 0.19 97.81 ± 0.02 97.54 ± 0.03 55.33 ± 0.51 73.66 ± 1.40 47.74 ± 0.31 49.64 ± 0.38 87.76 ± 0.12 99.09 ± 0.02 89.16 ± 0.13 96.99 ± 0.05
Geotrend/distilbert-base-en-fr-de-no-da-cased 0.29 96.83 ± 0.03 55.90 ± 0.36 46.09 ± 0.71 36.83 ± 1.10 38.31 ± 1.28 67.79 ± 0.94 81.87 ± 0.23 / 83.94 ± 0.23 83.06 ± 0.25 / 86.77 ± 0.21 97.79 ± 0.02 97.57 ± 0.03 55.86 ± 0.59 67.32 ± 0.38 48.10 ± 0.38 48.25 ± 0.57 87.66 ± 0.13 89.67 ± 0.12 96.73 ± 0.06 47.48 ± 0.79
Geotrend/bert-base-en-no-cased 0.43 97.25 ± 0.02 58.47 ± 0.40 50.03 ± 0.56 22.53 ± 2.05 50.65 ± 0.76 67.40 ± 0.99 87.90 ± 0.16 / 89.17 ± 0.16 88.18 ± 0.23 / 91.19 ± 0.19 98.28 ± 0.03 98.01 ± 0.03 63.64 ± 0.29 67.17 ± 1.15 46.25 ± 0.79 49.62 ± 0.38 89.36 ± 0.15 99.06 ± 0.02 89.05 ± 0.23 97.39 ± 0.04 47.04 ± 0.34
Geotrend/distilbert-base-en-no-cased 0.26 96.71 ± 0.05 53.93 ± 0.47 45.71 ± 1.17 35.70 ± 1.30 38.24 ± 2.38 71.04 ± 0.56 82.05 ± 0.21 / 84.09 ± 0.21 84.19 ± 0.28 / 87.81 ± 0.23 97.83 ± 0.02 97.56 ± 0.02 57.58 ± 0.60 67.21 ± 0.54 47.25 ± 0.38 47.72 ± 0.37 87.15 ± 0.11 89.10 ± 0.16 96.95 ± 0.04 44.39 ± 0.59
Geotrend/distilbert-base-en-da-cased 0.26 96.72 ± 0.05 55.24 ± 0.48 42.49 ± 0.53 41.29 ± 1.31 39.43 ± 1.62 67.34 ± 0.91 80.46 ± 0.31 / 82.47 ± 0.26 83.60 ± 0.27 / 86.67 ± 0.23 97.73 ± 0.02 97.54 ± 0.03 56.33 ± 0.40 74.07 ± 1.01 34.30 ± 0.68 46.37 ± 0.44 86.94 ± 0.12 99.08 ± 0.02 89.90 ± 0.13 97.01 ± 0.05
sarnikowski/convbert-medium-small-da-cased 0.09 97.85 ± 0.02 62.05 ± 0.32 51.83 ± 0.36 55.58 ± 1.70 63.00 ± 0.88 70.98 ± 0.71 82.56 ± 0.21 / 84.46 ± 0.19 76.86 ± 0.25 / 80.40 ± 0.27 97.81 ± 0.03 97.45 ± 0.02 61.32 ± 0.30 64.94 ± 0.54 91.44 ± 0.05 40.69 ± 0.53 68.10 ± 0.15 79.08 ± 0.15 84.06 ± 0.10 40.56 ± 0.82
sarnikowski/convbert-small-da-cased 0.05 97.63 ± 0.02 60.72 ± 0.28 45.40 ± 0.35 42.15 ± 2.21 54.51 ± 0.69 72.36 ± 0.61 79.48 ± 0.23 / 81.52 ± 0.22 75.73 ± 0.34 / 79.22 ± 0.31 97.54 ± 0.03 97.15 ± 0.02 46.62 ± 0.19 64.23 ± 0.54 90.55 ± 0.05 40.00 ± 0.59 43.73 ± 0.84 69.03 ± 0.19 78.15 ± 0.28 84.54 ± 0.10
birgermoell/roberta-swedish-scandi 0.48 85.15 ± 0.05 / 88.35 ± 0.04 47.56 ± 0.25
random-roberta 0.48 81.92 ± 0.09 38.77 ± 0.18 22.93 ± 0.16 21.96 ± 0.16 23.80 ± 0.25 46.94 ± 0.05 48.36 ± 0.20 / 52.13 ± 0.18 42.55 ± 0.26 / 45.53 ± 0.24 93.31 ± 0.05 91.64 ± 0.10 39.07 ± 0.49 52.94 ± 2.74 81.88 ± 0.06 85.33 ± 0.09

Finetuned Models Benchmark

Model ID Size Speed NER POS DEP SENT DKHate NorDial DaLaJ ABSAbank-Imm DaNE NorNE-NB NorNE-NN SUC3 WikiANN-IS WikiANN-FO DDT-POS NDT-NB-POS NDT-NN-POS SDT-POS IDT-POS FDT-POS DDT-DEP NDT-NB-DEP NDT-NN-DEP SDT-DEP IDT-DEP FDT-DEP AngryTweets TwitterSent Europarl LCC NoReC NoReC-IS NoReC-FO
spacy/da_core_news_sm 0.02 - - - - - 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 18.67 ± 0.24 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 - - - - - - -
spacy/da_core_news_md 0.05 - - - - - 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 18.55 ± 0.48 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 - - - - - - -
spacy/da_core_news_lg 0.55 - - - - - 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 18.35 ± 0.37 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 07.15 ± 0.20 / 18.32 ± 0.28 13.05 ± 0.14 / 23.85 ± 0.16 - - - - - - -
spacy/da_core_news_trf 0.42 - - - - - 77.24 ± 1.24 / 78.83 ± 1.23 57.71 ± 0.47 / 64.05 ± 0.58 - - - - - - -
chcaa/da_dacy_small_trf 0.06 - - - - - 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 20.63 ± 0.46 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 04.41 ± 0.09 / 16.25 ± 0.22 08.63 ± 0.15 / 20.79 ± 0.30 - - - - - - -
chcaa/da_dacy_medium_trf 0.42 - - - - - 76.67 ± 1.20 / 78.62 ± 1.20 56.99 ± 0.56 / 62.44 ± 0.63 84.35 ± 0.39 / 86.94 ± 0.36 - - - - - - -
chcaa/da_dacy_large_trf 2.09 - - - - - 83.61 ± 1.18 / 85.33 ± 1.08 78.90 ± 0.49 / 83.13 ± 0.39 53.35 ± 0.17 / 63.05 ± 0.19 50.57 ± 0.46 51.72 ± 0.52 86.32 ± 0.26 73.05 ± 0.20 87.08 ± 0.32 / 89.13 ± 0.34 42.49 ± 0.63 / 54.85 ± 0.71 40.63 ± 0.53 / 54.65 ± 0.50 - - - - - - -
radbrt/nb_nocy_trf 0.43 - - - - - 56.82 ± 1.63 / 66.82 ± 1.56 68.20 ± 0.75 / 77.52 ± 0.56 69.22 ± 1.04 / 78.98 ± 0.87 20.32 ± 0.45 12.91 ± 0.50 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 - - - - - - -
pin/senda 0.42 - - - - - - 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
Maltehb/-l-ctra-danish-electra-small-cased-ner-dane 0.05 - - - - - - - 63.96 ± 1.54 / 73.15 ± 1.55 38.63 ± 0.54 / 39.89 ± 0.55 18.47 ± 0.50 / 18.91 ± 0.52 23.35 ± 0.41 21.96 ± 0.34 - - - - - - - - - - - - - - - - - - -
Maltehb/-l-ctra-danish-electra-small-uncased-ner-dane 0.05 - - - - - - - 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 26.22 ± 0.52 28.30 ± 0.29 - - - - - - - - - - - - - - - - - - -
Maltehb/danish-bert-botxo-ner-dane 0.42 - - - - - - - 69.25 ± 1.17 / 79.28 ± 1.30 60.57 ± 0.27 / 63.30 ± 0.31 35.60 ± 1.19 / 37.21 ± 1.26 21.00 ± 0.57 27.88 ± 0.48 - - - - - - - - - - - - - - - - - - -
RecordedFuture/Swedish-NER 0.47 - - - - - - - 64.09 ± 0.97 / 72.37 ± 1.20 61.74 ± 0.50 / 64.40 ± 0.45 56.67 ± 0.79 / 59.81 ± 0.84 34.54 ± 0.73 42.16 ± 0.83 - - - - - - - - - - - - - - - - - - -
spacy/xx_ent_wiki_sm 0.01 - - - - - - - 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 27.26 ± 0.42 25.83 ± 0.87 - - - - - - - - - - - - - - - - - - -
spacy/nb_core_news_sm 0.02 - - - - - 51.41 ± 1.22 / 56.03 ± 1.42 66.33 ± 0.79 / 68.30 ± 0.84 62.72 ± 0.68 / 63.70 ± 0.76 19.68 ± 0.10 / 24.18 ± 0.11 20.70 ± 0.42 20.09 ± 0.71 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 - - - - - - -
spacy/nb_core_news_md 0.04 - - - - - 41.66 ± 0.68 / 45.24 ± 0.64 77.75 ± 0.75 / 80.98 ± 0.76 71.40 ± 0.72 / 73.33 ± 0.78 20.29 ± 0.16 / 27.52 ± 0.20 21.62 ± 0.57 21.05 ± 0.76 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 - - - - - - -
spacy/nb_core_news_lg 0.55 - - - - - 52.38 ± 1.08 / 59.33 ± 1.28 78.85 ± 0.62 / 81.52 ± 0.66 71.62 ± 0.57 / 73.90 ± 0.68 21.06 ± 0.15 / 26.70 ± 0.15 20.83 ± 0.33 18.17 ± 0.77 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 07.33 ± 0.19 / 17.94 ± 0.32 15.02 ± 0.25 / 25.07 ± 0.45 - - - - - - -
DaNLP/da-bert-tone-sentiment-polarity 0.42 - - - - - - 38.17 ± 1.63 - - - - - - - - - - - - - - - - - - 68.89 ± 1.05 70.00 ± 0.79 99.45 ± 0.21 67.11 ± 2.83 36.08 ± 3.05 29.40 ± 0.55 32.53 ± 1.04
Guscode/DKbert-hatespeech-detection 0.42 - - - - 74.78 ± 2.04 - - - - - - - - - - - - - - - - - - - - - - - - - - - -