Event Mention Identification on M2E2 image-only
83.6Precision (%)RMPL (Mc)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RMPL (Mc)Backbone=Qwen3-VL-8B2026.02 | 83.6 | 81 | 81.7 | |
| RMPL (Mb)Backbone=InternVL3_5-8B2026.02 | 80.2 | 79.6 | 79.1 | |
| RMPL (Ma)Backbone=Qwen2-VL-7B2026.02 | 80.1 | 77.9 | 75.8 | |
| X-MTL2026.02 | 73.1 | 70.3 | 71.7 | |
| FSMEE2026.02 | 69.6 | 62.1 | 65.6 | |
| KE-MME2026.02 | 69.3 | 65.8 | 65.3 | |
| MGIM2026.02 | 55.7 | 64.4 | 58.5 | |
| MMUTF2026.02 | 55.1 | 59.1 | 57 | |
| UniCL2026.02 | 54.6 | 60.9 | 57.6 | |
| CAMEL2026.02 | 52.1 | 66.8 | 58.5 | |
| WASE_obj2026.02 | 43.1 | 59.2 | 49.9 | |
| CLIP-EVENT2026.02 | 41.3 | 72.8 | 52.7 | |
| WASE_att2026.02 | 32.3 | 63.4 | 42.8 | |
| FLAT2026.02 | 27.1 | 57.3 | 36.7 |