UD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dependency Parsing | UD 2.2 (test) | bg93.76 | 31 | |
| Part-of-Speech Tagging | UD Average 1.2 (test) | Accuracy96.65 | 22 | |
| Text-to-Image Safety | UD | Harmful Rate9.8 | 18 | |
| Morphosyntactic analysis | UD 2.3 | LAS93.77 | 15 | |
| Part-of-Speech tagging | UD 2 (test) | F1 Score95.7 | 11 | |
| Word Segmentation | UD KO (test) | F1 Score58.9 | 10 | |
| Word Segmentation | UD Thai (test) | F1 Score70 | 8 | |
| Word Segmentation | UD_JA Japanese (test) | F1 Score69.4 | 8 | |
| Part-of-Speech Tagging | UD non-Indo-European 1.2 (test) | Accuracy96.28 | 8 | |
| Part-of-Speech Tagging | UD Indo-European 1.2 (test) | Accuracy96.63 | 8 | |
| Part-of-Speech Tagging | UD 1.4 | Precision96.33 | 7 | |
| Dependency Parsing | UD 2.3 (test) | BG Score91.32 | 6 | |
| Part-of-Speech Tagging | UD1 | Precision96.19 | 6 | |
| Language Identification | UD | Weighted F187.41 | 4 | |
| Part-of-Speech Tagging | UD English 1.2 (test) | Accuracy95.17 | 4 | |
| Part-of-Speech Tagging | UD Bulgarian 1.2 (test) | Accuracy98.23 | 4 | |
| Dependency Parsing | UD PUD (test) | Correct Tokens12,105 | 3 | |
| Dependency Parsing | UD PARTUT (test) | Correct Tokens1,888 | 3 | |
| Part-of-Speech Tagging | UD v2.2 (test) | POS Accuracy (cs)98.75 | 3 | |
| Part-of-Speech Tagging | UD Arabic 1.2 (test) | Accuracy98.91 | 3 | |
| Dependency Parsing | UD 2.0 (test) | LAS (de)57.1 | 3 | |
| Part-of-Speech Tagging | UD (test) | Accuracy91.17 | 2 | |
| Chinese Word Segmentation | UD Seg | F1 Score0.9804 | 2 |
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