Sequence Tagging on CoNLL 2003 (test)
93.79Micro F1Sequence repetition
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sequence repetitionModel=Mistral-7B, r=42026.01 | 93.79 | — | |
| Full unmaskingModel=Mistral-7B2026.01 | 93.69 | — | |
| Sequence repetitionModel=Gemma2-9B, r=22026.01 | 93.58 | — | |
| Middle unmaskingModel=Mistral-7B2026.01 | 93.48 | — | |
| Full unmaskingModel=Gemma2-9B2026.01 | 93.44 | — | |
| Sequence repetitionModel=Gemma-7B, r=42026.01 | 93.38 | — | |
| Middle unmaskingModel=Gemma2-9B2026.01 | 93.17 | — | |
| Sequence repetitionModel=Gemma2-2B, r=22026.01 | 93.05 | — | |
| Full unmaskingModel=Gemma2-2B2026.01 | 92.82 | — | |
| Full unmaskingModel=Gemma-7B2026.01 | 92.75 | — | |
| Sequence repetitionModel=Qwen3-8B, r=42026.01 | 92.74 | — | |
| RoBERTaModel=RoBERTa2026.01 | 92.64 | — | |
| Middle unmaskingModel=Gemma2-2B2026.01 | 92.6 | — | |
| Sequence repetitionModel=Qwen3-4B, r=82026.01 | 92.33 | — | |
| Middle unmaskingModel=Qwen3-8B2026.01 | 92.23 | — | |
| Full unmaskingModel=Qwen3-8B2026.01 | 91.99 | — | |
| Middle unmaskingModel=Qwen3-4B2026.01 | 91.87 | — | |
| Sequence repetitionModel=Qwen3-1.7B, r=42026.01 | 91.56 | — | |
| Middle unmaskingModel=Gemma-7B2026.01 | 91.46 | — | |
| Full unmaskingModel=Qwen3-4B2026.01 | 91.17 | — | |
| Middle unmaskingModel=Qwen3-1.7B2026.01 | 90.31 | — | |
| Full unmaskingModel=Qwen3-1.7B2026.01 | 90.27 | — | |
| ModernBERTModel=ModernBERT2026.01 | 90.02 | — | |
| BI-LSTM-CRF2018.05 | — | 90.1 | |
| CNN-CRF2018.05 | — | 89.59 | |
| SWEM-CRFcontextual_info=none before CRF2018.05 | — | 86.28 |