Argument Role Extraction on M2E2 image-only
66.4PrecisionRMPL (Mc)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RMPL (Mc)Backbone=Qwen3-VL-8B2026.02 | 66.4 | 57.2 | 61.5 | |
| RMPL (Ma)Backbone=Qwen2-VL-7B2026.02 | 55.2 | 48.7 | 51.8 | |
| RMPL (Mb)Backbone=InternVL3_5-8B2026.02 | 40 | 45.4 | 42.5 | |
| X-MTL2026.02 | 33.2 | 31.3 | 32.2 | |
| KE-MME2026.02 | 27.3 | 27.6 | 27.3 | |
| MGIM2026.02 | 24.1 | 14.1 | 17.8 | |
| MMUTF2026.02 | 23.6 | 18.8 | 20.9 | |
| CAMEL2026.02 | 21.4 | 28.4 | 24.4 | |
| CLIP-EVENT2026.02 | 21.1 | 13.1 | 17.1 | |
| UniCL2026.02 | 16.9 | 13.8 | 15.2 | |
| WASE_obj2026.02 | 14.5 | 10.1 | 11.9 | |
| WASE_att2026.02 | 9.7 | 11.1 | 10.3 | |
| FLAT2026.02 | 4.3 | 8.9 | 5.8 | |
| FSMEE2026.02 | 3.3 | 4.3 | 3.8 |