Video Preference Prediction on VideoGen-RewardBench
72.24Overall Accuracy (w/ Ties)LRM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LRMResolution=1280 × 720, Frames=≥ 81, Train Memory=76.24, Train Latency=154.22026.07 | 72.24 | 86.63 | |
| VideoAlignResolution=448 × 448, Frames=≤ 1, Train Memory=87.46, Train Latency=217.92026.07 | 61.26 | 73.59 | |
| PRFLResolution=1280 × 720, Frames=≥ 81, Train Memory=77.32, Train Latency=156.82026.07 | 57.59 | 69.2 | |
| VisionRewrdResolution=224 × 224, Frames=≤ 1, Train Memory=82.15, Train Latency=185.32026.07 | 56.77 | 67.59 | |
| Random (Wan2.2)Resolution=1280 × 720, Frames=≥ 812026.07 | 48.41 | 58.03 | |
| Random (QwenVL-2)Resolution=480 × 480, Frames=≤ 12026.07 | 41.86 | 50.3 | |
| VideoScoreResolution=384 × 384, Frames=≤ 1, Train Memory=85.60, Train Latency=207.42026.07 | 41.8 | 50.22 | |
| LiFTResolution=384 × 384, Frames=≤ 1, Train Memory=87.81, Train Latency=213.22026.07 | 39.08 | 57.26 |