Each score pertains to the combined test set of the language, without distinguishing individual treebanks and the enhancement types they annotate. The last line shows the macro-average over languages.
Language | Tokens | Words | Sentences | UPOS | XPOS | UFeats | AllTags | Lemmas | UAS | LAS | CLAS | MLAS | BLEX | EULAS | ELAS |
Arabic | 99.98 | 97.89 | 80.43 | 93.08 | 91.75 | 91.86 | 89.70 | 93.27 | 83.14 | 78.71 | 75.44 | 68.27 | 72.03 | 75.62 | 51.26 |
Bulgarian | 99.93 | 99.93 | 97.14 | 98.68 | 96.35 | 97.59 | 95.75 | 97.29 | 93.36 | 90.20 | 86.82 | 83.69 | 83.60 | 87.72 | 84.90 |
Czech | 99.90 | 99.90 | 94.11 | 98.08 | 93.54 | 93.02 | 91.56 | 98.21 | 90.57 | 87.21 | 84.98 | 77.52 | 83.40 | 83.44 | 67.13 |
Dutch | 99.87 | 99.87 | 72.58 | 95.31 | 93.51 | 95.15 | 92.83 | 96.30 | 85.72 | 82.34 | 75.63 | 70.31 | 72.29 | 80.20 | 78.93 |
English | 99.36 | 99.36 | 86.56 | 95.63 | 94.96 | 95.85 | 93.06 | 96.67 | 87.42 | 84.78 | 81.69 | 76.04 | 79.00 | 83.86 | 82.87 |
Estonian | 99.74 | 99.74 | 91.79 | 96.65 | 97.54 | 95.19 | 93.66 | 95.63 | 85.36 | 82.33 | 80.84 | 75.75 | 76.68 | 79.43 | 60.44 |
Finnish | 99.69 | 99.67 | 92.27 | 97.17 | 55.83 | 95.74 | 53.90 | 94.82 | 89.14 | 86.79 | 85.17 | 80.64 | 80.41 | 83.30 | 65.96 |
French | 99.81 | 99.71 | 96.14 | 95.35 | 99.70 | 76.67 | 74.18 | 97.21 | 90.39 | 85.02 | 80.53 | 45.16 | 77.66 | 84.39 | 72.76 |
Italian | 99.91 | 99.76 | 98.76 | 98.01 | 97.91 | 97.72 | 97.11 | 98.10 | 92.79 | 90.84 | 86.43 | 83.60 | 84.23 | 88.74 | 87.14 |
Latvian | 99.82 | 99.82 | 99.01 | 96.02 | 88.25 | 93.45 | 87.72 | 95.54 | 87.84 | 84.44 | 82.16 | 73.91 | 78.25 | 80.60 | 66.01 |
Lithuanian | 99.87 | 99.87 | 88.79 | 93.34 | 85.67 | 86.65 | 83.62 | 92.51 | 78.54 | 70.54 | 66.84 | 56.05 | 62.05 | 67.37 | 52.56 |
Polish | 99.41 | 99.82 | 98.35 | 97.96 | 91.31 | 89.23 | 85.93 | 97.01 | 92.00 | 89.09 | 87.18 | 74.25 | 83.98 | 86.71 | 71.22 |
Russian | 99.57 | 99.57 | 98.86 | 98.20 | 99.57 | 87.55 | 87.22 | 97.51 | 92.38 | 90.60 | 89.01 | 73.28 | 86.78 | 88.02 | 70.37 |
Slovak | 99.97 | 99.97 | 90.93 | 96.36 | 87.17 | 91.59 | 86.36 | 94.73 | 89.96 | 86.16 | 83.76 | 74.54 | 78.47 | 83.31 | 65.16 |
Swedish | 99.01 | 99.01 | 92.25 | 93.93 | 0.00 | 79.46 | 0.00 | 91.09 | 82.09 | 76.56 | 73.73 | 49.62 | 66.20 | 73.84 | 71.35 |
Tamil | 99.58 | 91.42 | 95.08 | 82.60 | 78.80 | 81.89 | 78.10 | 85.14 | 61.23 | 55.76 | 53.43 | 46.40 | 49.61 | 55.32 | 42.15 |
Ukrainian | 99.81 | 99.79 | 96.65 | 96.77 | 92.49 | 92.53 | 91.31 | 96.49 | 87.11 | 83.86 | 80.51 | 73.38 | 77.28 | 81.24 | 63.24 |
Average | 99.72 | 99.12 | 92.34 | 95.48 | 84.96 | 90.66 | 81.29 | 95.15 | 86.41 | 82.66 | 79.66 | 69.55 | 76.00 | 80.18 | 67.85 |
The system output for each language was split into parts corresponding to individual source treebanks. The scores then ignore errors in enhancement types for which the treebank lacks gold-standard annotation. The column LAvgELAS shows the qualitative ELAS averaged over treebanks of the same language; the final average in bold is averaged over languages rather than treebanks. For comparison, the last column then shows the coarse ELAS F1 for the given language.
Treebank | Tokens | Words | Sentences | UPOS | XPOS | UFeats | AllTags | Lemmas | UAS | LAS | CLAS | MLAS | BLEX | EULAS | ELAS | Enhancements | LAvgELAS | cf. |
Arabic-PADT | 99.98 | 97.89 | 80.43 | 93.08 | 91.75 | 91.86 | 89.70 | 93.27 | 83.14 | 78.71 | 75.44 | 68.27 | 72.03 | 75.77 | 51.36 | (no xsubj) | 51.36 | 51.26 |
Bulgarian-BTB | 99.93 | 99.93 | 97.14 | 98.68 | 96.35 | 97.59 | 95.75 | 97.29 | 93.36 | 90.20 | 86.82 | 83.69 | 83.60 | 87.72 | 84.90 | 84.90 | 84.90 | |
Czech-FicTree | 99.98 | 99.93 | 92.29 | 96.20 | 76.15 | 78.96 | 72.13 | 97.60 | 88.71 | 83.71 | 80.30 | 52.88 | 77.93 | 79.61 | 67.95 | 65.80 | 67.13 | |
Czech-CAC | 99.99 | 99.98 | 97.12 | 97.40 | 92.98 | 92.09 | 90.68 | 97.22 | 90.54 | 86.78 | 84.26 | 76.61 | 82.14 | 82.18 | 63.44 | 65.80 | 67.13 | |
Czech-PDT | 99.97 | 99.97 | 93.98 | 98.50 | 95.38 | 94.61 | 93.67 | 98.55 | 90.99 | 87.98 | 85.89 | 80.21 | 84.45 | 84.24 | 67.60 | 65.80 | 67.13 | |
Czech-PUD | 99.15 | 99.15 | 95.85 | 96.20 | 92.27 | 91.37 | 89.83 | 96.15 | 88.31 | 83.49 | 80.59 | 73.01 | 78.70 | 80.18 | 64.20 | (no codepend) | 65.80 | 67.13 |
Dutch-Alpino | 99.96 | 99.96 | 89.98 | 96.33 | 94.76 | 96.28 | 94.13 | 96.97 | 89.56 | 86.44 | 81.22 | 75.76 | 77.80 | 84.39 | 83.18 | 79.03 | 78.93 | |
Dutch-LassySmall | 99.78 | 99.78 | 58.55 | 94.34 | 92.32 | 94.07 | 91.59 | 95.66 | 82.05 | 78.42 | 70.47 | 65.28 | 67.20 | 76.22 | 74.88 | 79.03 | 78.93 | |
English-EWT | 99.00 | 99.00 | 81.16 | 95.39 | 95.11 | 96.09 | 93.89 | 97.20 | 86.22 | 83.59 | 80.20 | 76.00 | 78.49 | 82.71 | 81.92 | 82.95 | 82.87 | |
English-PUD | 99.78 | 99.78 | 97.22 | 95.91 | 94.78 | 95.56 | 92.09 | 96.05 | 88.85 | 86.20 | 83.58 | 76.09 | 79.65 | 85.21 | 83.98 | 82.95 | 82.87 | |
Estonian-EDT | 99.96 | 99.96 | 93.32 | 97.18 | 98.04 | 95.77 | 94.42 | 96.04 | 86.69 | 83.82 | 82.40 | 77.61 | 78.31 | 81.46 | 61.82 | (no xsubj) | 58.55 | 60.44 |
Estonian-EWT | 98.65 | 98.65 | 82.67 | 94.08 | 95.19 | 92.42 | 89.99 | 93.65 | 79.01 | 75.20 | 73.26 | 66.72 | 68.77 | 71.57 | 55.29 | (no codepend, no xsubj) | 58.55 | 60.44 |
Finnish-TDT | 99.77 | 99.73 | 93.05 | 96.97 | 97.72 | 95.27 | 94.35 | 94.98 | 88.62 | 86.18 | 84.66 | 79.61 | 80.24 | 82.68 | 65.60 | 66.16 | 65.96 | |
Finnish-PUD | 99.58 | 99.58 | 91.09 | 97.43 | 0.00 | 96.37 | 0.00 | 94.61 | 89.82 | 87.61 | 85.84 | 82.00 | 80.64 | 84.52 | 66.72 | (no codepend, no xsubj) | 66.16 | 65.96 |
French-Sequoia | 99.58 | 99.37 | 75.42 | 96.52 | 99.37 | 78.37 | 77.23 | 97.51 | 85.08 | 81.96 | 79.79 | 48.38 | 78.11 | 80.70 | 78.28 | (no gapping, relcl, case) | 80.62 | 72.76 |
French-FQB | 99.91 | 99.85 | 99.93 | 94.87 | 99.83 | 75.96 | 72.92 | 97.08 | 92.61 | 86.29 | 80.84 | 43.82 | 77.47 | 85.89 | 82.96 | (no gapping, relcl, case) | 80.62 | 72.76 |
Italian-ISDT | 99.91 | 99.76 | 98.76 | 98.01 | 97.91 | 97.72 | 97.11 | 98.10 | 92.79 | 90.84 | 86.43 | 83.60 | 84.23 | 88.74 | 87.14 | 87.14 | 87.14 | |
Latvian-LVTB | 99.82 | 99.82 | 99.01 | 96.02 | 88.25 | 93.45 | 87.72 | 95.54 | 87.84 | 84.44 | 82.16 | 73.91 | 78.25 | 80.60 | 66.01 | 66.01 | 66.01 | |
Lithuanian-ALKSNIS | 99.87 | 99.87 | 88.79 | 93.34 | 85.67 | 86.65 | 83.62 | 92.51 | 78.54 | 70.54 | 66.84 | 56.05 | 62.05 | 67.37 | 52.56 | 52.56 | 52.56 | |
Polish-LFG | 97.68 | 99.86 | 98.55 | 97.66 | 83.22 | 72.85 | 61.40 | 97.28 | 90.97 | 86.20 | 85.13 | 51.25 | 82.31 | 85.52 | 72.97 | (no gapping) | 71.33 | 71.22 |
Polish-PDB | 99.87 | 99.83 | 98.39 | 98.32 | 94.04 | 93.96 | 92.86 | 97.29 | 92.34 | 90.06 | 88.17 | 81.03 | 85.25 | 87.33 | 71.49 | 71.33 | 71.22 | |
Polish-PUD | 99.80 | 99.78 | 97.91 | 97.53 | 92.09 | 92.25 | 90.74 | 96.30 | 92.10 | 89.36 | 86.81 | 77.98 | 82.89 | 86.40 | 69.53 | 71.33 | 71.22 | |
Russian-SynTagRus | 99.57 | 99.57 | 98.86 | 98.20 | 99.57 | 87.55 | 87.22 | 97.51 | 92.38 | 90.60 | 89.01 | 73.28 | 86.78 | 88.02 | 70.37 | 70.37 | 70.37 | |
Slovak-SNK | 99.97 | 99.97 | 90.93 | 96.36 | 87.17 | 91.59 | 86.36 | 94.73 | 89.96 | 86.16 | 83.76 | 74.54 | 78.47 | 83.31 | 65.16 | 65.16 | 65.16 | |
Swedish-Talbanken | 99.23 | 99.23 | 90.87 | 94.28 | 0.00 | 84.71 | 0.00 | 91.83 | 81.30 | 75.49 | 72.95 | 54.81 | 66.62 | 72.86 | 70.81 | 71.37 | 71.35 | |
Swedish-PUD | 98.78 | 98.78 | 93.87 | 93.55 | 0.00 | 73.84 | 0.00 | 90.30 | 82.92 | 77.70 | 74.56 | 44.07 | 65.76 | 74.89 | 71.93 | 71.37 | 71.35 | |
Tamil-TTB | 99.58 | 91.42 | 95.08 | 82.60 | 78.80 | 81.89 | 78.10 | 85.14 | 61.23 | 55.76 | 53.43 | 46.40 | 49.61 | 55.39 | 42.19 | (no gapping, xsubj, relcl) | 42.19 | 42.15 |
Ukrainian-IU | 99.81 | 99.79 | 96.65 | 96.77 | 92.49 | 92.53 | 91.31 | 96.49 | 87.11 | 83.86 | 80.51 | 73.38 | 77.28 | 81.24 | 63.24 | 63.24 | 63.24 | |
Average | 99.60 | 99.29 | 91.67 | 95.78 | 82.54 | 89.70 | 78.17 | 95.46 | 86.89 | 83.13 | 80.19 | 68.44 | 76.61 | 80.60 | 69.20 | 68.16 |