AIGC Video Quality Assessment on LGVQ
0.764Spatial SRCCRefVQA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RefVQAYear=-2026.04 | 0.764 | 0.803 | 0.576 | 0.906 | 0.924 | 0.723 | 0.731 | 0.738 | 0.544 | |
| UGVQYear=TOMM 252026.04 | 0.759 | 0.795 | 0.567 | 0.893 | 0.907 | 0.703 | 0.551 | 0.555 | 0.394 | |
| LIQEYear=CVPR 232026.04 | 0.721 | 0.752 | 0.538 | — | — | — | — | — | — | |
| UNIQUEYear=TIP 212026.04 | 0.716 | 0.525 | 0.768 | — | — | — | — | — | — | |
| StairIQAYear=JSTSP 232026.04 | 0.701 | 0.737 | 0.521 | — | — | — | — | — | — | |
| CLIP-IQAYear=AAAI 232026.04 | 0.684 | 0.709 | 0.502 | — | — | — | — | — | — | |
| MUSIQYear=ICCV 212026.04 | 0.669 | 0.682 | 0.491 | — | — | — | — | — | — | |
| BLIPScoreYear=ICML 222026.04 | — | — | — | — | — | — | 0.455 | 0.464 | 0.319 | |
| CLIPScoreYear=EMNLP 212026.04 | — | — | — | — | — | — | 0.446 | 0.453 | 0.301 | |
| DOVERYear=ICCV 232026.04 | — | — | — | 0.867 | 0.878 | 0.672 | — | — | — | |
| FastVQAYear=ECCV 222026.04 | — | — | — | 0.849 | 0.843 | 0.647 | — | — | — | |
| HPSv2Year=arXiv 232026.04 | — | — | — | — | — | — | 0.504 | 0.511 | 0.357 | |
| ImageRewardYear=NeurIPS 232026.04 | — | — | — | — | — | — | 0.498 | 0.499 | 0.344 | |
| PickScoreYear=NeurIPS 232026.04 | — | — | — | — | — | — | 0.501 | 0.515 | 0.353 | |
| SimpleVQAYear=ACM MM 222026.04 | — | — | — | 0.857 | 0.867 | 0.659 | — | — | — |