Video Quality Assessment on YouTube-SFV SDR (test)
0.731SRCCMDS-VQA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MDS-VQALabeling Budget=5%2026.03 | 0.731 | 0.794 | |
| Sampling by RDLabeling Budget=5%2026.03 | 0.729 | 0.778 | |
| ALCSLabeling Budget=5%2026.03 | 0.727 | 0.781 | |
| NoiseStabilityLabeling Budget=5%2026.03 | 0.727 | 0.78 | |
| FreeSelLabeling Budget=5%2026.03 | 0.719 | 0.787 | |
| Greedy samplingLabeling Budget=5%2026.03 | 0.711 | 0.774 | |
| MC dropoutLabeling Budget=5%2026.03 | 0.71 | 0.764 | |
| Random samplingLabeling Budget=5%2026.03 | 0.703 | 0.761 | |
| Core-set selectionLabeling Budget=5%2026.03 | 0.7 | 0.76 | |
| Base modelLabeling Budget=5%2026.03 | 0.666 | 0.718 |