Named Entity Recognition on CoNLL (dev)
96.5PrecisionDiffusionSL (ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiffusionSL (ours)Encoder=Bert-large-cased2026.06 | 96.5 | 95.96 | 96.23 | |
| CRFEncoder=Bert-large-cased2026.06 | 96.17 | 96.48 | 96.32 | |
| Diffusion-CRFEncoder=Bert-large-cased2026.06 | 96.12 | 96.53 | 96.32 | |
| Diffusion-UniEncoder=Bert-large-cased2026.06 | 96 | 96.33 | 96.16 | |
| Diffusion-MFEncoder=Bert-large-cased, config=5 iter no tanh no mask2026.06 | 95.91 | 96.37 | 96.14 | |
| UnigramEncoder=Bert-large-cased2026.06 | 95.85 | 96.07 | 95.96 |