Video Preference Prediction on GenAI-Bench
59.85Accuracy (w/ Ties)LRM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LRMResolution=1280 × 720, Frames=≥ 81, Train Memory=76.24, Train Latency=154.22026.07 | 59.85 | 78.44 | |
| PRFLResolution=1280 × 720, Frames=≥ 81, Train Memory=77.32, Train Latency=156.82026.07 | 53.4 | 72.1 | |
| VisionRewrdResolution=224 × 224, Frames=≤ 1, Train Memory=82.15, Train Latency=185.32026.07 | 51.56 | 72.41 | |
| VideoAlignResolution=448 × 448, Frames=≤ 1, Train Memory=87.46, Train Latency=217.92026.07 | 49.41 | 72.89 | |
| VideoScoreResolution=384 × 384, Frames=≤ 1, Train Memory=85.60, Train Latency=207.42026.07 | 49.03 | 71.69 | |
| Random (Wan2.2)Resolution=1280 × 720, Frames=≥ 812026.07 | 40.12 | 53.88 | |
| LiFTResolution=384 × 384, Frames=≤ 1, Train Memory=87.81, Train Latency=213.22026.07 | 37.06 | 58.39 | |
| Random (QwenVL-2)Resolution=480 × 480, Frames=≤ 12026.07 | 33.67 | 49.84 |