Video Quality Assessment on KVQ
0.867SROCCKSVQE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KSVQE2024.02 | 0.867 | 0.869 | |
| SimpleVQA2024.02 | 0.84 | 0.847 | |
| Doveraesthetic branch=false2024.02 | 0.833 | 0.837 | |
| FastVQA2024.02 | 0.832 | 0.834 | |
| PVQ2024.02 | 0.794 | 0.801 | |
| GSTVQA2024.02 | 0.786 | 0.781 | |
| VSFA2024.02 | 0.762 | 0.765 | |
| LMM-PVQA (Soft Ranking Stage 3)Training data=PLVD-P1/ P2/ P3 (700k), Human Label=No, Setting=Zero-shot2025.05 | 0.754 | 0.77 | |
| LMM-PVQA (Soft Ranking Stage 2)Training data=PLVD-P1/ P2 (600k), Human Label=No, Setting=Zero-shot2025.05 | 0.749 | 0.764 | |
| RAPIQUE2024.02 | 0.74 | 0.717 | |
| LMM-PVQA (Soft Ranking Stage 1)Training data=PLVD-P1 (500k), Human Label=No, Setting=Zero-shot2025.05 | 0.69 | 0.725 | |
| LMM-PVQA (Hard Ranking)Training data=PLVD-P1 (500k), Human Label=No, Setting=Zero-shot2025.05 | 0.64 | 0.67 | |
| MinimalisticVQA(IX)Training data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.615 | 0.661 | |
| Q-AlignTraining data=fused [11, 17, 28, 40, 70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.613 | 0.655 | |
| MinimalisticVQA(VII)Training data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.604 | 0.659 | |
| DOVERTraining data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.559 | 0.593 | |
| FAST-VQATraining data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.518 | 0.526 | |
| TLVQM2024.02 | 0.49 | 0.509 | |
| VIDEVAL2024.02 | 0.369 | 0.639 | |
| VIQE2024.02 | 0.221 | 0.397 | |
| NIQETraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.163 | 0.114 | |
| STEMTraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.123 | 0.104 | |
| VIIDEOTraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.082 | 0.019 | |
| IL-NIQETraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.056 | 0.006 |