Blind Video Quality Assessment on LIVE-YT-HFR
0.798SRCCqst
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| qstmodule=complete model (spatial + temporal)2024.02 | 0.798 | 0.828 | |
| qtmodule=with temporal rectifier2024.02 | 0.789 | 0.799 | |
| FAVER2024.02 | 0.635 | 0.692 | |
| qbmodule=base quality predictor2024.02 | 0.588 | 0.696 | |
| qsmodule=with spatial rectifier2024.02 | 0.584 | 0.69 | |
| LMM-PVQA (Soft Ranking Stage 3)Training data=PLVD-P1/ P2/ P3 (700k), Human Label=No, Setting=Zero-shot2025.05 | 0.559 | 0.644 | |
| LMM-PVQA (Soft Ranking Stage 2)Training data=PLVD-P1/ P2 (600k), Human Label=No, Setting=Zero-shot2025.05 | 0.515 | 0.611 | |
| LMM-PVQA (Hard Ranking)Training data=PLVD-P1 (500k), Human Label=No, Setting=Zero-shot2025.05 | 0.496 | 0.55 | |
| LMM-PVQA (Soft Ranking Stage 1)Training data=PLVD-P1 (500k), Human Label=No, Setting=Zero-shot2025.05 | 0.481 | 0.525 | |
| VIDEVAL2024.02 | 0.475 | 0.567 | |
| RAPIQUE2024.02 | 0.457 | 0.567 | |
| TLVQM2024.02 | 0.43 | 0.505 | |
| DOVERTraining data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.36 | 0.465 | |
| NIQETraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.354 | 0.413 | |
| Q-AlignTraining data=fused [11, 17, 28, 40, 70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.329 | 0.342 | |
| FAST-VQATraining data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.326 | 0.415 | |
| BRISQUE2024.02 | 0.319 | 0.42 | |
| MinimalisticVQA(IX)Training data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.301 | 0.388 | |
| STEMTraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.288 | 0.317 | |
| VIIDEOTraining data=None, Human Label=No, Setting=Zero-shot2025.05 | 0.276 | 0.244 | |
| NIQE2024.02 | 0.137 | 0.418 | |
| MinimalisticVQA(VII)Training data=LSVQ [70], Human Label=Yes, Setting=Zero-shot2025.05 | 0.061 | 0.13 | |
| IL-NIQETraining data=None, Human Label=No, Setting=Zero-shot2025.05 | -0.081 | -0.04 |