Video Quality Assessment on YouTube-UGC (test)

0.863SRCC

FasterVQA

Updated 1mo ago

Evaluation Results

Method
FasterVQA 2022.10	0.863	0.859
FAST-VQA 2022.07	0.855	0.852
FAST-VQA 2022.10	0.855	0.852
BVQA-TCSVT-2022 2022.10	0.831	0.819
MDS-VQA 2026.03	0.819	0.807
CoINVQ 2022.10	0.816	0.802
FreeSel 2026.03	0.814	0.798
CNN+VIDEVAL 2022.07	0.808	0.803
CNN+VIDEVAL 2022.10	0.808	0.803
NoiseStability 2026.03	0.806	0.798
Full-res Swin-T features 2022.07	0.798	0.796
Full-res Swin-T 2022.10	0.798	0.796
Sampling by RD 2026.03	0.795	0.784
FAST-VQA w/o VQ-representations 2022.07	0.794	0.784
ALCS 2026.03	0.785	0.772
Greedy sampling 2026.03	0.781	0.773
VIDEVAL 2022.10	0.779	0.773
Core-set selection 2026.03	0.776	0.765
VIDEVAL 2022.07	0.773	0.773
FAST-VQA-M 2022.07	0.768	0.765
FAST-VQA-M 2022.10	0.768	0.765
Random sampling 2026.03	0.76	0.756
MC dropout 2026.03	0.76	0.753
RAPIQUE 2022.07	0.759	0.768
RAPIQUE 2022.10	0.759	0.768
KSVQE 2024.02	0.742	0.764
VSFA 2022.07	0.732	0.743
VSFA 2022.10	0.724	0.743
Base model 2026.03	0.708	0.709
SimpleVQA 2024.02	0.675	0.674
TLVQM 2022.07	0.669	0.659
TLVQM 2022.10	0.669	0.659
FastVQA 2024.02	0.645	0.676
GST-VQA 2022.07	0.61	0.592
VIDEVAL 2020.05	0.37	-
ResNet-50 2020.05	0.33	-