0a762e616697d2c2e478d1398293ed9865f936f45e1fe708c2f23ce154f6923e

sysoutputs/fastparse/v1_2021/pertreebank/en_gum-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     97.67 |     98.95 |     98.31 |
+Sentences  |     87.95 |     82.35 |     85.05 |
+Words      |     97.67 |     98.95 |     98.31 |
+UPOS       |     93.79 |     95.03 |     94.41 |     96.03
+XPOS       |     93.36 |     94.58 |     93.97 |     95.58
+UFeats     |     87.23 |     88.37 |     87.79 |     89.31
+AllTags    |     83.80 |     84.90 |     84.34 |     85.80
+Lemmas     |     92.86 |     94.08 |     93.47 |     95.07
+UAS        |     77.16 |     78.17 |     77.66 |     78.99
+LAS        |     72.47 |     73.43 |     72.95 |     74.20
+ELAS       |     62.55 |     72.69 |     67.24 |     77.54
+EULAS      |     64.18 |     74.58 |     68.99 |     79.55
+CLAS       |     68.51 |     69.23 |     68.87 |     70.31
+MLAS       |     53.58 |     54.14 |     53.86 |     54.99
+BLEX       |     63.80 |     64.46 |     64.13 |     65.47

sysoutputs/fastparse/v1_2021/pertreebank/en_pud-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.76 |     99.76 |     99.76 |
+Sentences  |     95.98 |     97.80 |     96.88 |
+Words      |     99.76 |     99.76 |     99.76 |
+UPOS       |     96.62 |     96.62 |     96.62 |     96.86
+XPOS       |     95.43 |     95.43 |     95.43 |     95.66
+UFeats     |     96.17 |     96.17 |     96.17 |     96.40
+AllTags    |     92.91 |     92.91 |     92.91 |     93.14
+Lemmas     |     96.34 |     96.34 |     96.34 |     96.57
+UAS        |     84.68 |     84.68 |     84.68 |     84.88
+LAS        |     80.10 |     80.10 |     80.10 |     80.29
+ELAS       |     71.37 |     79.74 |     75.32 |     83.72
+EULAS      |     72.84 |     81.38 |     76.87 |     85.44
+CLAS       |     75.62 |     75.06 |     75.34 |     75.29
+MLAS       |     67.53 |     67.03 |     67.28 |     67.24
+BLEX       |     72.13 |     71.60 |     71.87 |     71.83

sysoutputs/fastparse/v1_2021/pertreebank/et_edt-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.96 |     99.96 |     99.96 |
+Sentences  |     93.40 |     89.79 |     91.56 |
+Words      |     99.96 |     99.96 |     99.96 |
+UPOS       |     97.65 |     97.64 |     97.65 |     97.69
+XPOS       |     98.25 |     98.25 |     98.25 |     98.29
+UFeats     |     96.45 |     96.44 |     96.44 |     96.48
+AllTags    |     95.19 |     95.19 |     95.19 |     95.23
+Lemmas     |     95.34 |     95.34 |     95.34 |     95.38
+UAS        |     73.62 |     73.61 |     73.61 |     73.64
+LAS        |     66.36 |     66.36 |     66.36 |     66.39
+ELAS       |     55.81 |     70.40 |     62.26 |     70.88
+EULAS      |     58.96 |     74.37 |     65.77 |     74.88
+CLAS       |     61.17 |     61.11 |     61.14 |     61.13
+MLAS       |     56.79 |     56.72 |     56.76 |     56.75
+BLEX       |     58.19 |     58.12 |     58.15 |     58.14

sysoutputs/fastparse/v1_2021/pertreebank/et_ewt-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     97.96 |     98.39 |     98.18 |
+Sentences  |     67.82 |     60.24 |     63.81 |
+Words      |     97.96 |     98.39 |     98.18 |
+UPOS       |     93.91 |     94.31 |     94.11 |     95.86
+XPOS       |     95.22 |     95.64 |     95.43 |     97.20
+UFeats     |     93.14 |     93.54 |     93.34 |     95.07
+AllTags    |     90.55 |     90.95 |     90.75 |     92.44
+Lemmas     |     93.08 |     93.49 |     93.28 |     95.02
+UAS        |     64.54 |     64.82 |     64.68 |     65.88
+LAS        |     57.51 |     57.76 |     57.64 |     58.71
+ELAS       |     47.09 |     59.02 |     52.38 |     63.91
+EULAS      |     49.90 |     62.55 |     55.52 |     67.73
+CLAS       |     51.99 |     52.09 |     52.04 |     53.05
+MLAS       |     47.01 |     47.11 |     47.06 |     47.97
+BLEX       |     49.56 |     49.66 |     49.61 |     50.57

sysoutputs/fastparse/v1_2021/pertreebank/fi_pud-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.76 |     99.58 |     99.67 |
+Sentences  |     85.30 |     92.30 |     88.66 |
+Words      |     99.75 |     99.58 |     99.66 |
+UPOS       |     98.21 |     98.04 |     98.12 |     98.46
+XPOS       |      0.00 |      0.00 |      0.00 |      0.00
+UFeats     |     97.19 |     97.03 |     97.11 |     97.44
+AllTags    |      0.00 |      0.00 |      0.00 |      0.00
+Lemmas     |     92.26 |     92.10 |     92.18 |     92.49
+UAS        |     67.67 |     67.55 |     67.61 |     67.84
+LAS        |     61.21 |     61.10 |     61.15 |     61.36
+ELAS       |     49.10 |     67.49 |     56.84 |     68.65
+EULAS      |     54.09 |     74.34 |     62.62 |     75.63
+CLAS       |     54.11 |     53.96 |     54.04 |     54.24
+MLAS       |     50.90 |     50.76 |     50.83 |     51.02
+BLEX       |     50.00 |     49.86 |     49.93 |     50.11

sysoutputs/fastparse/v1_2021/pertreebank/fi_tdt-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.75 |     99.68 |     99.71 |
+Sentences  |     89.24 |     88.04 |     88.64 |
+Words      |     99.74 |     99.66 |     99.70 |
+UPOS       |     97.66 |     97.59 |     97.63 |     97.92
+XPOS       |     98.29 |     98.22 |     98.25 |     98.55
+UFeats     |     95.98 |     95.91 |     95.95 |     96.23
+AllTags    |     95.05 |     94.97 |     95.01 |     95.30
+Lemmas     |     92.09 |     92.02 |     92.06 |     92.33
+UAS        |     70.17 |     70.11 |     70.14 |     70.35
+LAS        |     63.46 |     63.41 |     63.44 |     63.63
+ELAS       |     52.55 |     65.62 |     58.36 |     72.02
+EULAS      |     57.31 |     71.56 |     63.65 |     78.55
+CLAS       |     56.78 |     56.73 |     56.76 |     56.90
+MLAS       |     52.44 |     52.40 |     52.42 |     52.55
+BLEX       |     52.55 |     52.51 |     52.53 |     52.66

sysoutputs/fastparse/v1_2021/pertreebank/fr_fqb-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.58 |     99.61 |     99.59 |
+Sentences  |     94.35 |     97.03 |     95.67 |
+Words      |     99.18 |     99.41 |     99.30 |
+UPOS       |     96.41 |     96.63 |     96.52 |     97.20
+XPOS       |     99.18 |     99.41 |     99.30 |    100.00
+UFeats     |     88.79 |     89.00 |     88.90 |     89.53
+AllTags    |     87.81 |     88.01 |     87.91 |     88.53
+Lemmas     |     97.04 |     97.27 |     97.15 |     97.84
+UAS        |     83.19 |     83.39 |     83.29 |     83.88
+LAS        |     74.79 |     74.96 |     74.87 |     75.41
+ELAS       |     67.80 |     76.08 |     71.70 |     77.51
+EULAS      |     68.63 |     77.01 |     72.58 |     78.46
+CLAS       |     64.41 |     62.37 |     63.38 |     62.76
+MLAS       |     52.30 |     50.64 |     51.46 |     50.96
+BLEX       |     62.17 |     60.19 |     61.17 |     60.58

sysoutputs/fastparse/v1_2021/pertreebank/fr_sequoia-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.76 |     99.83 |     99.79 |
+Sentences  |     89.09 |     85.96 |     87.50 |
+Words      |     98.83 |     99.34 |     99.09 |
+UPOS       |     98.07 |     98.58 |     98.32 |     99.23
+XPOS       |     98.83 |     99.34 |     99.09 |    100.00
+UFeats     |     96.18 |     96.68 |     96.43 |     97.32
+AllTags    |     95.71 |     96.21 |     95.96 |     96.84
+Lemmas     |     97.91 |     98.42 |     98.16 |     99.07
+UAS        |     85.59 |     86.04 |     85.81 |     86.61
+LAS        |     82.36 |     82.78 |     82.57 |     83.33
+ELAS       |     75.60 |     82.37 |     78.84 |     86.17
+EULAS      |     75.89 |     82.69 |     79.14 |     86.50
+CLAS       |     77.10 |     77.07 |     77.09 |     77.29
+MLAS       |     72.23 |     72.20 |     72.21 |     72.41
+BLEX       |     76.18 |     76.15 |     76.16 |     76.37

sysoutputs/fastparse/v1_2021/pertreebank/it_isdt-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.91 |     99.95 |     99.93 |
+Sentences  |     98.76 |     98.76 |     98.76 |
+Words      |     99.82 |     99.87 |     99.84 |
+UPOS       |     98.49 |     98.54 |     98.52 |     98.67
+XPOS       |     98.42 |     98.46 |     98.44 |     98.60
+UFeats     |     98.21 |     98.25 |     98.23 |     98.39
+AllTags    |     97.64 |     97.69 |     97.66 |     97.82
+Lemmas     |     98.64 |     98.68 |     98.66 |     98.82
+UAS        |     88.14 |     88.18 |     88.16 |     88.30
+LAS        |     84.90 |     84.94 |     84.92 |     85.05
+ELAS       |     75.38 |     81.50 |     78.32 |     84.97
+EULAS      |     79.03 |     85.44 |     82.11 |     89.08
+CLAS       |     77.17 |     77.13 |     77.15 |     77.26
+MLAS       |     74.00 |     73.95 |     73.97 |     74.08
+BLEX       |     75.81 |     75.76 |     75.79 |     75.90

sysoutputs/fastparse/v1_2021/pertreebank/lt_alksnis-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.91 |     99.91 |     99.91 |
+Sentences  |     90.03 |     85.82 |     87.87 |
+Words      |     99.91 |     99.91 |     99.91 |
+UPOS       |     95.97 |     95.97 |     95.97 |     96.06
+XPOS       |     90.37 |     90.37 |     90.37 |     90.45
+UFeats     |     91.07 |     91.07 |     91.07 |     91.15
+AllTags    |     89.41 |     89.41 |     89.41 |     89.49
+Lemmas     |     93.61 |     93.61 |     93.61 |     93.70
+UAS        |     61.39 |     61.39 |     61.39 |     61.44
+LAS        |     53.55 |     53.55 |     53.55 |     53.60
+ELAS       |     41.19 |     58.28 |     48.27 |     64.36
+EULAS      |     44.82 |     63.42 |     52.52 |     70.04
+CLAS       |     47.76 |     47.59 |     47.68 |     47.62
+MLAS       |     41.78 |     41.63 |     41.70 |     41.66
+BLEX       |     44.74 |     44.58 |     44.66 |     44.61

sysoutputs/fastparse/v1_2021/pertreebank/lv_lvtb-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.40 |     99.26 |     99.33 |
+Sentences  |     98.42 |     99.07 |     98.74 |
+Words      |     99.40 |     99.26 |     99.33 |
+UPOS       |     96.35 |     96.22 |     96.28 |     96.94
+XPOS       |     89.70 |     89.58 |     89.64 |     90.24
+UFeats     |     93.85 |     93.73 |     93.79 |     94.42
+AllTags    |     88.90 |     88.78 |     88.84 |     89.44
+Lemmas     |     95.88 |     95.75 |     95.81 |     96.46
+UAS        |     78.43 |     78.32 |     78.37 |     78.90
+LAS        |     72.08 |     71.98 |     72.03 |     72.51
+ELAS       |     61.46 |     72.26 |     66.43 |     78.54
+EULAS      |     62.56 |     73.56 |     67.62 |     79.95
+CLAS       |     67.76 |     67.86 |     67.81 |     68.58
+MLAS       |     60.42 |     60.52 |     60.47 |     61.16
+BLEX       |     65.21 |     65.31 |     65.26 |     66.00

sysoutputs/fastparse/v1_2021/pertreebank/nl_alpino-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.86 |     99.81 |     99.83 |
+Sentences  |     89.97 |     87.25 |     88.59 |
+Words      |     99.86 |     99.81 |     99.83 |
+UPOS       |     97.44 |     97.39 |     97.41 |     97.58
+XPOS       |     96.00 |     95.95 |     95.98 |     96.14
+UFeats     |     97.04 |     96.99 |     97.02 |     97.18
+AllTags    |     95.38 |     95.34 |     95.36 |     95.52
+Lemmas     |     97.34 |     97.29 |     97.32 |     97.48
+UAS        |     83.53 |     83.49 |     83.51 |     83.65
+LAS        |     77.90 |     77.87 |     77.88 |     78.01
+ELAS       |     68.16 |     78.96 |     73.16 |     82.72
+EULAS      |     69.81 |     80.87 |     74.93 |     84.72
+CLAS       |     69.84 |     69.67 |     69.76 |     69.82
+MLAS       |     64.41 |     64.25 |     64.33 |     64.39
+BLEX       |     67.41 |     67.25 |     67.33 |     67.39

sysoutputs/fastparse/v1_2021/pertreebank/nl_lassysmall-ud-test.eval.log

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+Metric     | Precision |    Recall |  F1 Score | AligndAcc
+-----------+-----------+-----------+-----------+-----------
+Tokens     |     99.66 |     99.65 |     99.65 |
+Sentences  |     67.53 |     44.46 |     53.62 |
+Words      |     99.66 |     99.65 |     99.65 |
+UPOS       |     96.19 |     96.18 |     96.18 |     96.52
+XPOS       |     94.63 |     94.62 |     94.63 |     94.95
+UFeats     |     95.91 |     95.89 |     95.90 |     96.23
+AllTags    |     93.91 |     93.89 |     93.90 |     94.22
+Lemmas     |     96.82 |     96.81 |     96.82 |     97.15
+UAS        |     76.37 |     76.36 |     76.37 |     76.63
+LAS        |     71.01 |     71.00 |     71.01 |     71.25
+ELAS       |     59.33 |     71.61 |     64.90 |     75.19
+EULAS      |     60.65 |     73.21 |     66.34 |     76.86
+CLAS       |     61.20 |     60.91 |     61.06 |     61.12
+MLAS       |     56.33 |     56.06 |     56.20 |     56.26
+BLEX       |     59.26 |     58.97 |     59.12 |     59.18