Argument Role Extraction on M2E2 Visual Events
62.7PrecisionECHO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECHOBackbone=DeepSeek-V3.22026.03 | 62.7 | 58.1 | 60.3 | |
| ECHOBackbone=Qwen3-14B2026.03 | 61.9 | 59.6 | 60.7 | |
| ECHOBackbone=Qwen3-32B2026.03 | 61.8 | 57.6 | 59.6 | |
| ECHOBackbone=GPT-52026.03 | 61.8 | 58.3 | 60 | |
| ECHOBackbone=Qwen3-8B2026.03 | 61.6 | 60 | 60.8 | |
| X-MTL2026.03 | 33.2 | 31.3 | 32.2 | |
| MMUTF2026.03 | 23.6 | 18.8 | 20.9 | |
| CAMEL2026.03 | 21.4 | 28.4 | 24.4 | |
| CLIP-Event2026.03 | 21.1 | 13.1 | 17.1 | |
| UniCL2026.03 | 16.9 | 13.8 | 15.2 | |
| WASE-obj2026.03 | 14.5 | 10.1 | 11.9 | |
| WASE-V_obj2026.03 | 13.3 | 9.8 | 11.2 | |
| WASE-att2026.03 | 9.7 | 11.1 | 10.3 | |
| WASE-V_att2026.03 | 9.1 | 10.2 | 9.6 | |
| Flat2026.03 | 4.3 | 8.9 | 5.8 |