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ResearchFormerly WizWand

Video Quality Assessment on LIVE-VQC, KoNViD-1k, YouTube-UGC (Weighted Average)

0.905SROCCFineVQ
0.538920.633960.7290.82404Nov 9, 2022May 22, 2023Dec 2, 2023Jun 13, 2024Dec 24, 2024Jul 6, 2025Jan 16, 2026
Updated 8mo ago

Evaluation results

MethodLinks
FineVQ2026.010.9050.905
DAGR-VQA2026.010.90.896
DOVERSource (Pre-training) Quality Dataset=LSVQ [1], Fine-tuning=true2022.110.8910.891
DOVER2026.010.8880.89
ViNet-SIntegrated with=SpatiotempVQA2026.010.8820.881
MaxVQA2026.010.8810.886
DiffSalIntegrated with=SpatiotempVQA2026.010.8760.877
UNISALIntegrated with=SpatiotempVQA2026.010.870.874
FAST-VQASource (Pre-training) Quality Dataset=LSVQ [1], Fine-tuning=true2022.110.8680.869
KVQ2026.010.8680.877
FastVQA2026.010.8530.857
PTM-VQA2026.010.8450.853
Li et al.Source (Pre-training) Quality Dataset=fused ([15,73-75]), Fine-tuning=true2022.110.8230.833
CNN-TLVQMSource (Pre-training) Quality Dataset=handcraft + KoNiQ [73], Fine-tuning=true2022.110.8150.814
Patch-VQ2026.010.8150.817
CNN-VIDEVALSource (Pre-training) Quality Dataset=handcraft + KoNiQ [73], Fine-tuning=true2022.110.8060.81
StarVQA2026.010.7980.82
VIDEVAL2026.010.7770.772
RAPIQUESource (Pre-training) Quality Dataset=handcraft + KoNiQ [73], Fine-tuning=true2022.110.7740.79
VIDEVALSource (Pre-training) Quality Dataset=NA (pure handcraft), Fine-tuning=true2022.110.7720.772
VSFASource (Pre-training) Quality Dataset=None, Fine-tuning=true2022.110.7520.765
TLVQMSource (Pre-training) Quality Dataset=NA (pure handcraft), Fine-tuning=true2022.110.7320.726
BRISQUE2026.010.5530.567