CrossNER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | CrossNER | AI Score75.8 | 59 | |
| Named Entity Recognition | CrossNER (test) | Micro-F165.54 | 13 | |
| Named Entity Recognition | CrossNER AI | F1 Score64.5 | 12 | |
| Named Entity Recognition | CrossNER zero-shot (test) | F1 (Literature)64 | 9 | |
| Named Entity Recognition | CrossNER Science | Micro-F166.3 | 7 | |
| Named Entity Recognition | CrossNER Politics | Micro-F172.4 | 7 | |
| Named Entity Recognition | CrossNER 5-shot (test) | CONLL-03 Score63.98 | 6 | |
| Named Entity Recognition | CrossNER 1-shot (test) | CONLL-03 Score49.14 | 6 | |
| Named Entity Recognition | CrossNER literature | Micro-F156 | 4 | |
| Named Entity Recognition | CrossNER Music | Micro-F161.24 | 4 | |
| Mention Detection | CrossNER music | Recall95.5 | 2 | |
| Mention Detection | CrossNER science | Recall95.7 | 2 | |
| Mention Detection | CrossNER literature | Recall94.4 | 2 | |
| Mention Detection | CrossNER politics | Recall97 | 2 | |
| Named Entity Recognition | CrossNER Science (test) | Micro-F1- | 0 | |
| Named Entity Recognition | CrossNER Politics (test) | Micro-F1- | 0 | |
| Named Entity Recognition | CrossNER Music (test) | Micro F1- | 0 | |
| Named Entity Recognition | CrossNER Literature (test) | Micro-F1- | 0 | |
| Named Entity Recognition | CrossNER AI (test) | Micro-F1- | 0 |
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