Relation Extraction on CAIL 2022
87.4PrecisionPFN-nested
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PFN-nestedEncoder=BERTwwm2026.02 | 87.4 | 68.1 | 76.5 | |
| Legal-KAHREEncoder=ELECTRAlegal2026.02 | 87.1 | 80.8 | 83.8 | |
| Legal-KAHREEncoder=BERTwwm2026.02 | 85.2 | 79.8 | 82.4 | |
| CAREEncoder=ELECTRAlegal2026.02 | 85.1 | 74.1 | 79.2 | |
| PFN-nestedEncoder=ELECTRAlegal2026.02 | 85 | 72.3 | 78.2 | |
| Legal-KAHREEncoder=ELECTRAbase2026.02 | 83.9 | 82.6 | 83.3 | |
| UniREEncoder=ELECTRAlegal2026.02 | 83.1 | 80.7 | 81.9 | |
| CAREEncoder=ELECTRAbase2026.02 | 82.9 | 75.8 | 79.2 | |
| PL-MarkerEncoder=ELECTRAlegal2026.02 | 82.5 | 83.1 | 82.8 | |
| UniREEncoder=ELECTRAbase2026.02 | 82.4 | 81.4 | 81.9 | |
| PL-MarkerEncoder=ELECTRAbase2026.02 | 82 | 82.8 | 82.4 | |
| UniREEncoder=BERTwwm2026.02 | 81.8 | 78.2 | 80 | |
| CAREEncoder=BERTwwm2026.02 | 81.8 | 75.1 | 78.3 | |
| PFN-nestedEncoder=ELECTRAbase2026.02 | 81.1 | 71.7 | 76.1 | |
| PL-MarkerEncoder=BERTwwm2026.02 | 80.3 | 81.8 | 81 | |
| PURE(Full)Encoder=BERTwwm2026.02 | 76.7 | 79 | 77.8 | |
| PURE(Full)Encoder=ELECTRAlegal2026.02 | 76.3 | 81.6 | 78.9 | |
| PURE(Full)Encoder=ELECTRAbase2026.02 | 74.4 | 77.5 | 75.9 |