Reward Modeling on LGVQ
48.9SRCC (Alignment)VideoScore2
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VideoScore2Base Model=Qwen2.5-VL-7B2026.06 | 48.9 | 58 | — | 63.9 | — | 49.9 | |
| SG-PVRBase Model=Qwen3.5-9B2026.06 | 48 | 42.3 | 51.7 | 43.4 | 54.5 | 51.1 | |
| VideoRewardBase Model=Qwen2-VL-2B2026.06 | 47.5 | 50.7 | — | 55.8 | — | 49.4 | |
| VideoScore2 (SFT Only)Base Model=Qwen2.5-VL-7B2026.06 | 41.5 | 43.9 | — | 52.1 | — | 43.2 | |
| OmniScoreBase Model=-2026.06 | 40.3 | — | — | — | — | 46.5 | |
| LiFTBase Model=VILA-13B2026.06 | 20.8 | 26.3 | 30.8 | 23.4 | 30.7 | 19.7 | |
| VideoScore1.1Base Model=Mantis-8B2026.06 | 19.6 | 30.5 | 39.1 | 37.1 | 44 | 21.4 | |
| UnifiedReward2.0Base Model=Qwen3.5-9B2026.06 | 9.4 | — | — | — | — | 14.5 |