Event Mention Extraction on M2E2 (Multimedia Events)
79.6PrecisionECHO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECHOBackbone=GPT-52026.03 | 79.6 | 79.6 | 79.6 | |
| X-MTL2026.03 | 78.3 | 57.3 | 66.2 | |
| ECHOBackbone=DeepSeek-V3.22026.03 | 75.1 | 75.1 | 75.1 | |
| ECHOBackbone=Qwen3-14B2026.03 | 73.5 | 73.5 | 73.5 | |
| ECHOBackbone=Qwen3-32B2026.03 | 72.5 | 72.5 | 72.5 | |
| ECHOBackbone=Qwen3-8B2026.03 | 70.6 | 69.9 | 70.2 | |
| CAMEL2026.03 | 55.6 | 59.5 | 57.5 | |
| MMUTF2026.03 | 47.9 | 63.4 | 54.6 | |
| UniCL2026.03 | 44.1 | 67.7 | 53.4 | |
| WASE-obj2026.03 | 43 | 62.1 | 50.8 | |
| WASE-att2026.03 | 38.2 | 67.1 | 49.1 | |
| Flat2026.03 | 33.9 | 59.8 | 42.2 |