Conflict Discrimination on MMKC (test)
73.7MCCRPA-SFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RPA-SFTbackbone=InternVL3.5-8B2026.02 | 73.7 | 85.8 | |
| SFTbackbone=InternVL3.5-8B2026.02 | 73.1 | 85.8 | |
| Few-shot CoTbackbone=InternVL3.5-8B2026.02 | 70.5 | 82.4 | |
| Zero-shotbackbone=InternVL3.5-8B2026.02 | 61.9 | 85.6 | |
| RPA-SFTbackbone=Qwen3-VL-8B2026.02 | 52.9 | 74.8 | |
| RPA-SFTbackbone=LLaVA-1.5-7B2026.02 | 45.5 | 72.3 | |
| Few-shot CoTbackbone=Qwen3-VL-8B2026.02 | 42.4 | 71.4 | |
| SFTbackbone=Qwen3-VL-8B2026.02 | 38.2 | 73.2 | |
| Zero-shotbackbone=Qwen3-VL-8B2026.02 | 23.4 | 66.9 | |
| SFTbackbone=LLaVA-1.5-7B2026.02 | 19.6 | 66.3 | |
| Zero-shotbackbone=LLaVA-1.5-7B2026.02 | 0.7 | 47 | |
| Few-shot CoTbackbone=LLaVA-1.5-7B2026.02 | 0 | 45.5 |