Event Mention Identification on M2E2 text-only
85.6PrecisionRMPL (Ma)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RMPL (Ma)Backbone=Qwen2-VL-7B2026.02 | 85.6 | 71.3 | 77.1 | |
| RMPL (Mb)Backbone=InternVL3_5-8B2026.02 | 83.7 | 69.5 | 75.3 | |
| RMPL (Mc)Backbone=Qwen3-VL-8B2026.02 | 82.7 | 71 | 75.9 | |
| KE-MME2026.02 | 82.1 | 76.1 | 76 | |
| ECHOBackbone=Qwen3-14B2026.03 | 63.7 | 66.1 | 64.9 | |
| ECHOBackbone=Qwen3-8B2026.03 | 62.3 | 64.3 | 63.3 | |
| ECHOBackbone=DeepSeek-V3.22026.03 | 62 | 67.5 | 64.6 | |
| ECHOBackbone=GPT-52026.03 | 61.6 | 71 | 66 | |
| ECHOBackbone=Qwen3-32B2026.03 | 60.9 | 66.1 | 63.4 | |
| MGIM2026.02 | 50.1 | 66.5 | 55.8 | |
| X-MTL2026.02 | 49.7 | 65.7 | 56.6 | |
| X-MTL2026.03 | 49.7 | 65.7 | 56.6 | |
| UniCL2026.02 | 49.1 | 59.2 | 53.7 | |
| UniCL2026.03 | 49.1 | 59.2 | 53.7 | |
| MMUTF2026.02 | 48.5 | 65 | 55.5 | |
| MMUTF2026.03 | 48.5 | 65 | 55.5 | |
| CAMEL2026.02 | 45.1 | 71.8 | 55.4 | |
| CAMEL2026.03 | 45.1 | 71.8 | 55.4 | |
| WASE_obj2026.02 | 42.8 | 61.9 | 50.6 | |
| WASE-obj2026.03 | 42.8 | 61.9 | 50.6 | |
| WASE-T2026.03 | 42.3 | 58.4 | 48.2 | |
| WASE_att2026.02 | 37.6 | 66.8 | 48.1 | |
| WASE-att2026.03 | 37.6 | 66.8 | 48.1 | |
| FLAT2026.02 | 34.2 | 63.2 | 44.4 | |
| Flat2026.03 | 34.2 | 63.2 | 44.4 | |
| FSMEE2026.02 | 13.3 | 19.7 | 15.9 |