Entity Linking on MHERCL
70F1 (en)MHEL-LLaMovan
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MHEL-LLaMovanInference mode=single2026.01 | 70 | 68.5 | — | |
| MHEL-LLaMovanInference mode=chain2026.01 | 70 | 69.8 | — | |
| MHEL-LLaMoθInference mode=chain2026.01 | 67 | 62.9 | — | |
| MHEL-LLaMoθInference mode=single2026.01 | 65 | 62.7 | — | |
| LLAMA 3.3 70B2026.01 | 61 | 48 | — | |
| GPT-4o mini2026.01 | 60 | 51 | — | |
| mGENRE2026.01 | 47 | 37 | — | |
| BELA2026.01 | 47 | 49 | — | |
| BLINK+NER2026.05 | — | — | 47 | |
| GLiNKER2026.05 | — | — | 16 | |
| LELAretriever=Qwen3-Embedding-4B, reranker=Qwen3-Reranker-4B, reasoning LLM=Qwen3-30B-A3B, mention-detection model=NuNER Zero-span, candidates per mention=100, top-k cutoff=10, samples for self-consistency=32026.05 | — | — | 56 | |
| ReFinED2026.05 | — | — | 49 | |
| Relik2026.05 | — | — | 44 |