Entity Linking on MSNBC (Accuracy)
97.1AccuracyBLINK-OGcross
Evaluation results
| Method | Links | |
|---|---|---|
| BLINK-OGcrossTrain data=B, Model type=Dense Retrieval (Cross-Encoder)2025.05 | 97.1 | |
| CHATELTrain data=B+CL, Method type=LLM Prompting2025.05 | 86.6 | |
| BLINK-OGbiTrain data=B, Model type=Dense Retrieval (Bi-Encoder)2025.05 | 83.5 | |
| VERBALIZEDTrain data=Z, Label set=ZELDA + additional labels, Strategy=Iterative training2025.05 | 80.8 | |
| VERBALIZEDTrain data=Z, Label set=ZELDA + additional labels2025.05 | 80.3 | |
| VERBALIZEDTrain data=Z, Label set=ZELDA labels2025.05 | 74.7 | |
| BLINK-ZbiTrain data=Z, Model type=Dense Retrieval (Bi-Encoder)2025.05 | 67.4 |