Nested Named Entity Recognition on plasma physics NNER dataset (test)
73PrecisionTriaffine (Span-based Attention network)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Triaffine (Span-based Attention network)Evaluation Protocol=strict span-based2026.01 | 73 | 58 | 65 | |
| Partially observed Tree CRFsEvaluation Protocol=strict span-based2026.01 | 69 | 68 | 69 | |
| Multi-head Dense-augmented CRFEvaluation Protocol=strict span-based2026.01 | 67 | 66 | 66 | |
| Triaffine (Span-based)Evaluation Protocol=strict span-based2026.01 | 66 | 65 | 65 | |
| PyramidEvaluation Protocol=strict span-based2026.01 | 65 | 65 | 65 | |
| Recursive-CRFEvaluation Protocol=strict span-based2026.01 | 64 | 63 | 63 | |
| BO-optimized BERT-CRFBayesian Optimization=true, Evaluation Protocol=strict span-based2026.01 | 64 | 74 | 68 | |
| Layered BiLSTM-CRFEvaluation Protocol=strict span-based2026.01 | 63 | 54 | 58 | |
| Span-based and biaffineEvaluation Protocol=strict span-based2026.01 | 62 | 63 | 63 | |
| BERT-CRFBayesian Optimization=false, Evaluation Protocol=strict span-based2026.01 | 61 | 71 | 65 | |
| Multiple LSTM-CRF (MLC)Evaluation Protocol=strict span-based2026.01 | 58 | 61 | 59 |