Entity Disambiguation on ENEIDE AMD 1.0 (test)
72.67Micro AccuracyDELICATE_GBT+LLM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DELICATE_GBT+LLMContext Augmentation=LLM-based2025.11 | 72.67 | 70.62 | 78.95 | 68.78 | 68.78 | 72.78 | |
| DELICATE_GBTRe-ranking=Supervised GBT2025.11 | 71.47 | 66.49 | 87.37 | 61.46 | 61.46 | 71.78 | |
| ChatELMode=Zero-shot LLM-based2025.11 | 70.8 | 67.01 | 80 | 65.85 | 65.85 | 70.95 | |
| mGENRE2025.11 | 68.93 | 59.79 | 85.79 | 61.95 | 61.95 | 69.18 | |
| BLINK_ITAType=Bi-encoder2025.11 | 64.35 | 59.28 | 84.74 | 50.24 | 50.24 | 64.75 | |
| C-BLINK_ITAFiltering=Rule-based constraint2025.11 | 49.24 | 60.82 | 36.32 | 50.24 | 50.24 | 49.13 |