Entity Extraction on CAIL 2022
94.5PrecisionLegal-KAHRE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Legal-KAHREEncoder=ELECTRAlegal2026.02 | 94.5 | 89 | 91.7 | |
| Legal-KAHREEncoder=ELECTRAbase2026.02 | 93.7 | 89.1 | 91.4 | |
| Legal-KAHREEncoder=BERTwwm2026.02 | 93.4 | 89.2 | 91.2 | |
| PL-MarkerEncoder=ELECTRAlegal2026.02 | 92.9 | 78.8 | 85.3 | |
| PL-MarkerEncoder=ELECTRAbase2026.02 | 92.8 | 79.4 | 85.6 | |
| PL-MarkerEncoder=BERTwwm2026.02 | 92.1 | 79.3 | 85.2 | |
| PURE(Full)Encoder=ELECTRAlegal2026.02 | 90.4 | 87.4 | 88.9 | |
| PURE(Full)Encoder=ELECTRAbase2026.02 | 89.8 | 88.7 | 89.3 | |
| PURE(Full)Encoder=BERTwwm2026.02 | 89.6 | 88.1 | 88.9 | |
| UniREEncoder=ELECTRAbase2026.02 | 87.2 | 90 | 88.6 | |
| UniREEncoder=ELECTRAlegal2026.02 | 87.2 | 89.2 | 88.2 | |
| UniREEncoder=BERTwwm2026.02 | 86.7 | 89.3 | 88 | |
| CAREEncoder=ELECTRAbase2026.02 | 86.5 | 72.1 | 78.6 | |
| PFN-nestedEncoder=ELECTRAbase2026.02 | 85.7 | 65.9 | 74.5 | |
| PFN-nestedEncoder=ELECTRAlegal2026.02 | 85.7 | 66.5 | 74.9 | |
| PFN-nestedEncoder=BERTwwm2026.02 | 85 | 66.8 | 74.8 | |
| CAREEncoder=ELECTRAlegal2026.02 | 85 | 73.3 | 78.7 | |
| CAREEncoder=BERTwwm2026.02 | 84.2 | 73.1 | 78.2 |