Video Quality Assessment on VDPVE
0.723SRCCVersusQ
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VersusQMethod Category=Reasoning or reinforcement-learning based LMM evaluators2026.05 | 0.723 | 0.745 | |
| VQAThinkerMethod Category=Reasoning or reinforcement-learning based LMM evaluators2026.05 | 0.706 | 0.716 | |
| VQA2-ScorerMethod Category=Supervised VQA/IQA models2026.05 | 0.684 | 0.692 | |
| SimpleVQAMethod Category=Supervised VQA/IQA models2026.05 | 0.643 | 0.647 | |
| MinimalisticVQAMethod Category=Supervised VQA/IQA models2026.05 | 0.639 | 0.641 | |
| Q-AlignMethod Category=Supervised VQA/IQA models2026.05 | 0.639 | 0.649 | |
| DOVERMethod Category=Supervised VQA/IQA models2026.05 | 0.627 | 0.631 | |
| VisualQuality-R1Method Category=Reasoning or reinforcement-learning based LMM evaluators2026.05 | 0.622 | 0.637 | |
| FAST-VQAMethod Category=Supervised VQA/IQA models2026.05 | 0.611 | 0.62 | |
| Q-InsightMethod Category=Reasoning or reinforcement-learning based LMM evaluators2026.05 | 0.547 | 0.564 | |
| NIQEMethod Category=Training-free / unsupervised quality models2026.05 | 0.415 | 0.335 | |
| CLIP-IQAMethod Category=Training-free / unsupervised quality models2026.05 | 0.415 | 0.446 | |
| STEMMethod Category=Training-free / unsupervised quality models2026.05 | 0.389 | 0.313 | |
| VIIDEOMethod Category=Training-free / unsupervised quality models2026.05 | 0.298 | 0.254 |