Video Quality Assessment on LIVE-VQC (test) benchmark leaderboard · SOTA2 Research

Video Quality Assessment on LIVE-VQC (test)

0.849SRCCFAST-VQA

Evaluation Results

Method
FAST-VQA2022.07	0.849	0.865
FAST-VQA2022.10	0.849	0.865
FasterVQA2022.10	0.843	0.858
DOVER2022.11	0.832	0.855
BVQA-TCSVT-20222022.10	0.831	0.842
FAST-VQA-M2022.07	0.828	0.849
PVQ2022.07	0.827	0.837
PVQ2022.10	0.827	0.837
CNN+TLVQM2022.07	0.825	0.834
CNN+TLVQM2022.10	0.825	0.834
FAST-VQA2022.11	0.823	0.844
PVQ2021.08	0.8162	0.8445
Proposed2021.08	0.816	0.824
Li et al.2022.11	0.816	0.824
FAST-VQA-M2022.10	0.803	0.828
TLVQM2022.07	0.799	0.803
Full-res Swin-T features2022.07	0.799	0.808
TLVQM2022.10	0.799	0.803
Full-res Swin-T2022.10	0.799	0.808
Proposed-LS2021.08	0.7889	0.7806
CNN+VIDEVAL2022.07	0.785	0.81
CNN+VIDEVAL2022.10	0.785	0.81
DisCoVQA2022.06	0.782	0.797
FAST-VQA w/o VQ-representations2022.07	0.782	0.803
VSFA2022.07	0.773	0.795
VSFA2022.10	0.773	0.795
PVQ(w)2021.08	0.77	0.807
Patch-VQ (w/ patch)2022.11	0.77	0.807
RAPIQUE2022.07	0.755	0.786
RAPIQUE2022.10	0.755	0.786
VIDEVAL2022.07	0.752	0.751
VIDEVAL2022.10	0.752	0.751
PVQ(w/o)2021.08	0.747	0.776
Patch-VQ (w/o patch)2022.11	0.747	0.776
VSFA2021.08	0.734	0.772
VSFA2022.11	0.734	0.772
MDTVSFA2021.08	0.7277	0.7784
KSVQE2024.02	0.72	0.768
MDTVSFA2022.06	0.716	0.759
CNN-TLVQM2022.06	0.713	0.752
ResNet-502020.05	0.7	—
GST-VQA2022.06	0.7	0.733
TLVQM2021.08	0.67	0.691
TLVQM2022.11	0.67	0.691
DisCoVQA2022.06	0.661	0.685
VIDEVAL2021.08	0.63	0.64
VIDEVAL2022.11	0.63	0.64
VIDEVAL2022.06	0.627	0.654
FastVQA2024.02	0.614	0.675
MDTVSFA2022.06	0.582	0.603
VIDEVAL2022.06	0.542	0.553
SimpleVQA2024.02	0.528	0.521
BRISQUE2021.08	0.524	0.536
HOSA2020.05	0.49	—