---
title: "Distilled accurate tier: per-row results"
url: https://recursiveai.org/onenlp/docs/distilled-tier-rows/
description: "Every row of the distilled accurate tier, RecursiveAI.OneNlp.Models.Multilingual, per language and input mode, with the fast tier and the published Stanza, UDPipe 2 and Trankit numbers beside it. Every row is information: the base-size tier is the one that gates."
version: "1.0.0"
source: https://github.com/recursive-ai-oss/onenlp-csharp/blob/59bd14caa0e08a13494d74e29c396d1444730911/docs/distilled-tier-rows.md
---

# Distilled accurate tier: per-row results

### English (UD_English-EWT), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 94.56 [94.20, 94.90] | 94.16 [93.79, 94.54] |  | 97.61 |  |
| XPOS | 93.33 [92.93, 93.70] |  |  | 97.13 |  |
| UFeats | 94.27 [93.93, 94.59] | 95.15 [94.86, 95.47] |  | 98.13 |  |
| AllTags | 90.51 [90.04, 90.93] |  |  | 96.34 |  |
| Lemmas | 94.97 [94.64, 95.33] | 96.11 [95.77, 96.44] |  | 97.96 |  |
| UAS | 81.23 [80.40, 82.07] |  |  | 94.09 |  |
| LAS | 77.33 [76.48, 78.20] | 81.68 [80.82, 82.49] |  | 92.36 |  |
| CLAS | 72.12 [71.11, 73.13] |  |  |  |  |
| MLAS | 63.63 [62.52, 64.72] |  |  | 86.29 |  |

### English (UD_English-EWT), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 97.13 [96.83, 97.43] |  | 99.17 |  | 98.48 |
| Sentences | 65.36 [63.39, 67.34] | 76.15 [74.25, 78.08] | 89.16 | 88.42 | 88.35 |
| Words | 98.68 [98.45, 98.90] |  | 98.92 | 99.07 | 98.48 |
| UPOS | 93.71 [93.26, 94.11] | 92.90 [92.42, 93.35] | 96.20 | 96.75 | 95.95 |
| XPOS | 92.72 [92.27, 93.14] |  | 95.75 | 96.27 | 95.71 |
| UFeats | 93.58 [93.19, 93.95] |  | 96.39 | 97.21 | 96.26 |
| AllTags | 89.94 [89.43, 90.39] |  | 94.64 | 95.51 | 94.62 |
| Lemmas | 94.14 [93.75, 94.55] | 95.03 [94.61, 95.43] | 96.63 | 97.13 | 96.84 |
| UAS | 76.95 [76.02, 77.90] |  | 88.90 | 91.59 | 90.14 |
| LAS | 73.61 [72.66, 74.54] | 77.76 [76.82, 78.70] | 86.77 | 89.91 | 87.96 |
| CLAS | 68.17 [67.02, 69.30] |  | 84.11 |  | 85.75 |
| MLAS | 60.63 [59.54, 61.80] | 65.61 [64.46, 66.72] | 80.27 | 83.87 | 81.02 |

### German (UD_German-GSD), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 94.55 [94.15, 94.93] | 94.56 [94.18, 94.94] |  | 97.11 |  |
| XPOS | 94.11 [93.71, 94.49] |  |  | 97.93 |  |
| UFeats | 80.50 [79.78, 81.16] | 86.25 [85.60, 86.96] |  | 91.53 |  |
| AllTags | 76.34 [75.53, 77.13] |  |  | 89.21 |  |
| Lemmas | 92.55 [92.16, 92.92] | 95.95 [95.67, 96.25] |  | 97.37 |  |
| UAS | 78.02 [76.94, 78.96] |  |  | 89.24 |  |
| LAS | 72.87 [71.79, 73.81] | 78.25 [77.23, 79.26] |  | 86.16 |  |
| CLAS | 65.24 [63.85, 66.47] |  |  |  |  |
| MLAS | 43.66 [42.28, 44.84] |  |  | 69.30 |  |

### German (UD_German-GSD), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 97.40 [97.09, 97.69] |  | 99.62 |  | 99.75 |
| Sentences | 78.22 [75.90, 80.83] |  | 83.84 | 83.32 | 92.72 |
| Words | 97.06 [96.70, 97.39] |  | 99.60 | 99.79 | 99.75 |
| UPOS | 91.75 [91.27, 92.23] | 94.22 [93.83, 94.61] | 95.61 | 96.87 | 95.04 |
| XPOS | 91.25 [90.75, 91.72] |  | 97.36 | 97.71 | 97.57 |
| UFeats | 77.75 [77.00, 78.44] |  | 89.78 | 91.17 | 91.51 |
| AllTags | 73.55 [72.75, 74.28] |  | 87.19 | 88.82 | 86.86 |
| Lemmas | 89.50 [89.01, 90.00] |  | 97.23 | 97.19 | 96.60 |
| UAS | 73.95 [72.91, 74.91] |  | 85.80 | 87.44 | 88.73 |
| LAS | 69.03 [68.00, 70.01] | 76.75 [75.74, 77.76] | 81.80 | 84.36 | 84.77 |
| CLAS | 63.47 [62.19, 64.77] |  | 77.08 |  | 80.78 |
| MLAS | 41.34 [40.09, 42.60] |  | 62.81 | 67.63 | 64.76 |

### French (UD_French-GSD), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 96.07 [95.61, 96.46] | 96.77 [96.33, 97.19] |  | 98.55 |  |
| UFeats | 94.38 [93.76, 94.92] | 96.34 [95.89, 96.81] |  | 98.30 |  |
| Lemmas | 95.19 [94.71, 95.61] | 97.51 [97.16, 97.84] |  | 98.85 |  |
| UAS | 83.49 [82.31, 84.73] |  |  | 94.99 |  |
| LAS | 79.63 [78.37, 80.97] | 86.69 [85.60, 87.81] |  | 93.11 |  |
| CLAS | 71.21 [69.53, 72.85] |  |  |  |  |
| MLAS | 64.08 [62.26, 65.75] |  |  | 86.95 |  |

### French (UD_French-GSD), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 99.88 [99.79, 99.96] |  | 99.71 |  | 99.70 |
| Sentences | 92.65 [90.35, 94.87] |  | 95.03 | 93.82 | 96.63 |
| Words | 99.48 [99.29, 99.65] |  | 99.50 | 98.88 | 99.66 |
| UPOS | 95.56 [95.09, 95.97] | 96.06 [95.60, 96.53] | 97.63 | 97.43 | 97.85 |
| UFeats | 94.03 [93.41, 94.55] |  | 97.74 | 97.15 | 97.16 |
| Lemmas | 94.54 [94.04, 95.03] |  | 98.20 | 97.73 | 97.80 |
| UAS | 83.11 [81.88, 84.45] |  | 93.27 | 93.26 | 94.00 |
| LAS | 79.17 [77.86, 80.50] | 85.97 [84.73, 87.08] | 91.28 | 91.21 | 92.34 |
| CLAS | 71.58 [69.86, 73.31] |  | 87.44 |  | 88.66 |
| MLAS | 64.26 [62.40, 65.99] |  | 84.45 | 85.02 | 84.76 |

### Spanish (UD_Spanish-AnCora), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 97.34 [97.17, 97.49] | 98.11 [97.98, 98.25] |  | 99.09 |  |
| XPOS | 84.25 [83.80, 84.71] |  |  | 96.12 |  |
| UFeats | 95.90 [95.73, 96.09] | 97.71 [97.56, 97.86] |  | 98.79 |  |
| AllTags | 83.20 [82.76, 83.64] |  |  | 95.64 |  |
| Lemmas | 95.27 [95.07, 95.45] | 98.84 [98.73, 98.95] |  | 99.41 |  |
| UAS | 83.02 [82.46, 83.56] |  |  | 94.01 |  |
| LAS | 79.36 [78.79, 79.94] | 87.00 [86.50, 87.51] |  | 92.26 |  |
| CLAS | 71.25 [70.52, 71.98] |  |  |  |  |
| MLAS | 64.64 [63.89, 65.42] |  |  | 87.03 |  |

### Spanish (UD_Spanish-AnCora), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 99.84 [99.76, 99.90] |  | 99.97 |  | 99.94 |
| Sentences | 95.61 [94.59, 96.55] |  | 98.49 | 98.69 | 99.13 |
| Words | 99.83 [99.75, 99.89] |  | 99.96 | 99.95 | 99.93 |
| UPOS | 97.24 [97.07, 97.40] | 97.86 [97.71, 98.01] | 98.96 | 99.05 | 99.02 |
| XPOS | 84.46 [84.02, 84.93] |  | 96.10 | 96.08 | 98.94 |
| UFeats | 95.73 [95.53, 95.93] |  | 98.54 | 98.74 | 98.80 |
| AllTags | 83.34 [82.90, 83.80] |  | 95.65 | 95.61 | 98.27 |
| Lemmas | 95.28 [95.09, 95.50] |  | 99.24 | 99.37 | 99.17 |
| UAS | 82.41 [81.83, 82.99] |  | 93.09 | 93.81 | 94.11 |
| LAS | 78.74 [78.14, 79.35] | 86.70 [86.15, 87.23] | 91.30 | 92.07 | 92.41 |
| CLAS | 70.59 [69.87, 71.34] |  | 87.80 |  | 89.66 |
| MLAS | 63.87 [63.10, 64.65] |  | 85.49 | 86.86 | 87.60 |

### Portuguese (UD_Portuguese-Bosque), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 95.10 [94.82, 95.38] | 95.89 [95.62, 96.14] |  | 98.09 |  |
| UFeats | 92.96 [92.62, 93.29] | 94.51 [94.17, 94.80] |  | 97.15 |  |
| Lemmas | 94.80 [94.52, 95.09] | 97.30 [97.10, 97.51] |  | 98.63 |  |
| UAS | 82.29 [81.62, 82.97] |  |  | 93.31 |  |
| LAS | 77.78 [77.03, 78.52] | 82.74 [82.07, 83.35] |  | 90.93 |  |
| CLAS | 70.28 [69.38, 71.28] |  |  |  |  |
| MLAS | 59.41 [58.45, 60.40] |  |  | 81.55 |  |

### Portuguese (UD_Portuguese-Bosque), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 99.86 [99.79, 99.92] |  | 99.85 |  | 99.70 |
| Sentences | 89.57 [87.82, 91.21] |  | 93.10 | 89.73 | 97.48 |
| Words | 99.26 [99.14, 99.38] |  | 99.76 | 99.68 | 99.65 |
| UPOS | 94.91 [94.60, 95.23] | 95.35 [95.05, 95.64] | 97.45 | 97.77 | 97.27 |
| UFeats | 92.72 [92.35, 93.06] |  | 96.44 | 96.89 | 96.50 |
| Lemmas | 94.31 [94.01, 94.61] |  | 98.04 | 98.33 | 97.89 |
| UAS | 81.32 [80.58, 82.05] |  | 90.59 | 92.16 | 92.76 |
| LAS | 77.41 [76.62, 78.16] | 82.09 [81.38, 82.76] | 87.75 | 89.84 | 90.25 |
| CLAS | 70.16 [69.22, 71.17] |  | 82.66 |  | 86.96 |
| MLAS | 59.55 [58.52, 60.60] |  | 77.07 | 80.52 | 80.03 |

### Italian (UD_Italian-ParlaMint), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 92.14 [91.57, 92.72] (it_markit-ud-test) | 94.44 [93.92, 94.96] |  | 99.19 |  |
| UPOS | 94.71 [94.22, 95.19] (it_parlamint-ud-test) |  |  | 99.19 |  |
| XPOS | 93.38 [92.87, 93.87] (it_markit-ud-test) |  |  | 98.55 |  |
| XPOS | 94.35 [93.83, 94.87] (it_parlamint-ud-test) |  |  | 98.55 |  |
| UFeats | 88.71 [87.90, 89.51] (it_markit-ud-test) | 89.52 [88.85, 90.16] |  | 98.49 |  |
| UFeats | 87.36 [86.54, 88.11] (it_parlamint-ud-test) |  |  | 98.49 |  |
| AllTags | 84.34 [83.40, 85.26] (it_markit-ud-test) |  |  | 97.61 |  |
| AllTags | 84.32 [83.48, 85.20] (it_parlamint-ud-test) |  |  | 97.61 |  |
| Lemmas | 80.25 [79.27, 81.08] (it_markit-ud-test) | 95.18 [94.73, 95.63] |  | 99.20 |  |
| Lemmas | 89.49 [88.80, 90.14] (it_parlamint-ud-test) |  |  | 99.20 |  |
| UAS | 71.17 [69.80, 72.37] (it_markit-ud-test) |  |  | 93.24 |  |
| UAS | 76.09 [74.78, 77.45] (it_parlamint-ud-test) |  |  | 93.24 |  |
| LAS | 64.54 [63.15, 65.74] (it_markit-ud-test) | 72.57 [71.24, 74.06] |  | 91.13 |  |
| LAS | 71.46 [70.08, 72.85] (it_parlamint-ud-test) |  |  | 91.13 |  |
| CLAS | 53.59 [51.96, 55.19] (it_markit-ud-test) |  |  |  |  |
| CLAS | 60.50 [58.78, 62.22] (it_parlamint-ud-test) |  |  |  |  |
| MLAS | 39.60 [38.08, 41.14] (it_markit-ud-test) |  |  | 85.52 |  |
| MLAS | 44.30 [42.65, 46.10] (it_parlamint-ud-test) |  |  | 85.52 |  |

### Italian (UD_Italian-ParlaMint), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 99.93 [99.86, 99.98] (it_markit-ud-test) |  | 99.59 |  |  |
| Tokens | 99.86 [99.76, 99.96] (it_parlamint-ud-test) |  | 99.59 |  |  |
| Sentences | 90.41 [87.56, 93.19] (it_markit-ud-test) |  | 95.83 | 94.12 |  |
| Sentences | 83.62 [79.88, 87.08] (it_parlamint-ud-test) |  | 95.83 | 94.12 |  |
| Words | 99.73 [99.58, 99.86] (it_markit-ud-test) |  | 99.01 | 99.42 |  |
| Words | 99.67 [99.52, 99.80] (it_parlamint-ud-test) |  | 99.01 | 99.42 |  |
| UPOS | 93.43 [92.89, 93.91] (it_markit-ud-test) | 94.01 [93.45, 94.51] | 96.83 | 98.58 |  |
| UPOS | 94.73 [94.31, 95.16] (it_parlamint-ud-test) |  | 96.83 | 98.58 |  |
| XPOS | 94.23 [93.75, 94.70] (it_markit-ud-test) |  | 95.96 | 97.99 |  |
| XPOS | 94.75 [94.27, 95.25] (it_parlamint-ud-test) |  | 95.96 | 97.99 |  |
| UFeats | 90.24 [89.54, 90.94] (it_markit-ud-test) |  | 95.28 | 97.95 |  |
| UFeats | 88.14 [87.47, 88.83] (it_parlamint-ud-test) |  | 95.28 | 97.95 |  |
| AllTags | 86.39 [85.62, 87.17] (it_markit-ud-test) |  | 93.74 | 97.09 |  |
| AllTags | 85.14 [84.42, 85.94] (it_parlamint-ud-test) |  | 93.74 | 97.09 |  |
| Lemmas | 81.77 [80.86, 82.58] (it_markit-ud-test) |  | 95.64 | 98.69 |  |
| Lemmas | 90.48 [89.82, 91.11] (it_parlamint-ud-test) |  | 95.64 | 98.69 |  |
| UAS | 74.20 [72.80, 75.50] (it_markit-ud-test) |  | 85.19 | 91.79 |  |
| UAS | 74.63 [73.21, 76.04] (it_parlamint-ud-test) |  | 85.19 | 91.79 |  |
| LAS | 68.64 [67.22, 69.91] (it_markit-ud-test) | 72.77 [71.46, 74.16] | 81.45 | 89.72 |  |
| LAS | 70.66 [69.25, 72.02] (it_parlamint-ud-test) |  | 81.45 | 89.72 |  |
| CLAS | 59.56 [57.78, 61.13] (it_markit-ud-test) |  | 74.76 |  |  |
| CLAS | 59.25 [57.31, 61.17] (it_parlamint-ud-test) |  | 74.76 |  |  |
| MLAS | 45.47 [43.83, 47.16] (it_markit-ud-test) |  | 68.88 | 83.94 |  |
| MLAS | 43.29 [41.49, 45.12] (it_parlamint-ud-test) |  | 68.88 | 83.94 |  |

### Dutch (UD_Dutch-Alpino), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 94.51 [93.84, 95.09] | 93.83 [93.16, 94.49] |  | 98.17 |  |
| XPOS | 91.45 [90.69, 92.15] |  |  | 97.12 |  |
| UFeats | 93.62 [92.91, 94.22] | 92.94 [92.24, 93.53] |  | 97.75 |  |
| AllTags | 89.76 [88.97, 90.46] |  |  | 96.73 |  |
| Lemmas | 87.76 [87.14, 88.41] | 91.61 [90.99, 92.14] |  | 96.20 |  |
| UAS | 78.13 [76.85, 79.38] |  |  | 95.30 |  |
| LAS | 72.96 [71.59, 74.30] | 80.28 [79.12, 81.51] |  | 93.37 |  |
| CLAS | 64.11 [62.50, 65.76] |  |  |  |  |
| MLAS | 54.34 [52.68, 56.13] |  |  | 86.35 |  |

### Dutch (UD_Dutch-Alpino), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 99.66 [99.46, 99.82] |  | 99.87 |  | 99.22 |
| Sentences | 89.96 [87.08, 92.24] |  | 90.08 | 91.16 | 89.88 |
| Words | 99.66 [99.46, 99.82] |  | 99.87 | 99.78 | 99.22 |
| UPOS | 94.51 [93.95, 95.02] | 93.09 [92.40, 93.77] | 96.75 | 97.97 | 96.55 |
| XPOS | 91.06 [90.31, 91.79] |  | 95.50 | 96.89 | 94.92 |
| UFeats | 93.36 [92.72, 93.95] |  | 97.00 | 97.52 | 96.22 |
| AllTags | 89.60 [88.80, 90.32] |  | 94.97 | 96.56 | 94.56 |
| Lemmas | 87.44 [86.77, 88.10] |  | 95.33 | 95.99 | 96.23 |
| UAS | 78.33 [77.02, 79.60] |  | 91.42 | 94.12 | 93.28 |
| LAS | 73.64 [72.28, 74.88] | 79.48 [78.28, 80.78] | 88.67 | 92.25 | 91.28 |
| CLAS | 65.33 [63.66, 66.86] |  | 83.94 |  | 87.88 |
| MLAS | 55.76 [54.04, 57.43] |  | 79.65 | 85.14 | 82.58 |

### Turkish (UD_Turkish-BOUN), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 90.02 [89.50, 90.53] | 88.97 [88.31, 89.58] |  | 93.14 |  |
| UFeats | 79.95 [79.18, 80.72] | 78.15 [77.40, 78.90] |  | 83.03 |  |
| Lemmas | 78.58 [77.84, 79.34] | 85.11 [84.38, 85.74] |  | 93.62 |  |
| UAS | 66.63 [65.34, 67.91] |  |  | 80.54 |  |
| LAS | 58.29 [57.07, 59.56] | 62.80 [61.37, 64.19] |  | 74.00 |  |
| CLAS | 54.17 [52.77, 55.54] |  |  |  |  |
| MLAS | 37.91 [36.65, 39.17] |  |  | 52.95 |  |

### Turkish (UD_Turkish-BOUN), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 98.03 [97.71, 98.33] |  | 99.58 |  |  |
| Sentences | 74.99 [72.25, 77.87] |  | 90.08 | 86.25 |  |
| Words | 96.55 [96.15, 96.92] |  | 96.32 | 96.57 |  |
| UPOS | 87.01 [86.35, 87.66] | 86.02 [85.28, 86.68] | 89.92 | 90.01 |  |
| UFeats | 78.63 [77.87, 79.42] |  | 81.66 | 81.08 |  |
| Lemmas | 77.22 [76.42, 77.96] |  | 90.37 | 90.59 |  |
| UAS | 59.53 [58.08, 60.84] |  | 71.53 | 73.16 |  |
| LAS | 52.31 [50.99, 53.62] | 57.53 [56.08, 59.01] | 65.17 | 67.27 |  |
| CLAS | 49.32 [47.89, 50.75] |  | 63.79 |  |  |
| MLAS | 35.62 [34.29, 36.84] |  | 48.49 | 49.26 |  |

### Chinese (UD_Chinese-GSDSimp), gold input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| UPOS | 85.56 [84.90, 86.24] | 90.41 [89.70, 91.07] |  | 95.73 |  |
| XPOS | 85.13 [84.47, 85.84] |  |  | 95.97 |  |
| UFeats | 95.43 [95.03, 95.83] | 98.38 [98.13, 98.59] |  | 99.28 |  |
| AllTags | 81.86 [81.08, 82.64] |  |  | 95.20 |  |
| Lemmas | 99.59 [99.46, 99.70] | 99.87 [99.79, 99.94] |  | 99.90 |  |
| UAS | 60.43 [59.02, 61.82] |  |  | 86.76 |  |
| LAS | 54.05 [52.70, 55.43] | 68.76 [67.12, 70.32] |  | 83.60 |  |
| CLAS | 52.37 [50.78, 53.79] |  |  |  |  |
| MLAS | 41.59 [40.14, 43.08] | 56.94 [55.08, 58.69] |  | 77.62 |  |

### Chinese (UD_Chinese-GSDSimp), raw input

| Metric | Distilled tier | Fast tier | Stanza 1.5.1 | UDPipe 2 | Trankit |
|---|---|---|---|---|---|
| Tokens | 89.62 [88.81, 90.43] |  | 92.14 |  | 96.94 |
| Sentences | 83.49 [80.00, 86.92] |  | 99.10 | 98.80 | 99.70 |
| Words | 89.62 [88.81, 90.43] | 89.62 [88.87, 90.42] | 92.14 | 90.13 | 96.94 |
| UPOS | 77.69 [76.76, 78.59] | 81.90 [80.99, 82.86] | 88.82 | 86.67 | 94.17 |
| XPOS | 77.19 [76.29, 78.12] |  | 88.61 | 86.83 | 93.98 |
| UFeats | 85.54 [84.70, 86.37] |  | 91.47 | 89.52 | 96.51 |
| AllTags | 74.60 [73.61, 75.61] |  | 87.95 | 86.16 | 93.52 |
| Lemmas | 89.32 [88.51, 90.11] |  | 92.07 | 90.09 | 96.94 |
| UAS | 51.12 [49.71, 52.49] |  | 73.41 | 71.74 | 84.64 |
| LAS | 46.49 [45.03, 47.91] | 57.88 [56.21, 59.63] | 70.65 | 69.52 | 81.96 |
| CLAS | 42.94 [41.24, 44.46] |  | 67.39 |  | 80.14 |
| MLAS | 34.57 [33.00, 36.03] |  | 63.96 | 62.23 | 76.30 |