Entity Linking on AQUAINT (Accuracy)
98.7AccuracyBLINK-OGcross
Evaluation results
| Method | Links | |
|---|---|---|
| BLINK-OGcrossTrain data=B, Model type=Dense Retrieval (Cross-Encoder)2025.05 | 98.7 | |
| BLINK-OGbiTrain data=B, Model type=Dense Retrieval (Bi-Encoder)2025.05 | 87.2 | |
| VERBALIZEDTrain data=Z, Label set=ZELDA + additional labels, Strategy=Iterative training2025.05 | 84.2 | |
| VERBALIZEDTrain data=Z, Label set=ZELDA + additional labels2025.05 | 80.5 | |
| BLINK-ZbiTrain data=Z, Model type=Dense Retrieval (Bi-Encoder)2025.05 | 79.8 | |
| CHATELTrain data=B+CL, Method type=LLM Prompting2025.05 | 79.1 | |
| VERBALIZEDTrain data=Z, Label set=ZELDA labels2025.05 | 73 |