Video Artifact Recognition on GenVID (test)
0.849Appearance ScoreDVAR-Mean-7B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DVAR-Mean-7BParams=7B, Sampling Strategy=Mean2026.01 | 0.849 | 0.785 | 0.767 | 0.8 | |
| GPT-5Params=-2026.01 | 0.668 | 0.625 | 0.721 | 0.672 | |
| VideoChatParams=7B2026.01 | 0.56 | 0.523 | 0.532 | 0.538 | |
| Qwen2.5-VLParams=72B2026.01 | 0.537 | 0.501 | 0.63 | 0.556 | |
| LLaVA-NeXTParams=7B2026.01 | 0.489 | 0.475 | 0.455 | 0.473 | |
| GPT-4oParams=-2026.01 | 0.481 | 0.406 | 0.526 | 0.471 | |
| Qwen2.5-VLParams=3B2026.01 | 0.462 | 0.449 | 0.505 | 0.472 |