|
DOVER (end-to-end)
|
Exploring Video Quality Assessment on User Genera…
|
0.91
|
2022-11-09
|
|
|
FasterVQA (fine-tuned)
|
Neighbourhood Representative Sampling for Efficie…
|
0.90
|
2022-10-11
|
|
|
DOVER (head-only)
|
Exploring Video Quality Assessment on User Genera…
|
0.89
|
2022-11-09
|
|
|
FAST-VQA (finetuned on KonViD-1k)
|
FAST-VQA: Efficient End-to-end Video Quality Asse…
|
0.89
|
2022-07-06
|
|
|
ReLaX-VQA (finetuned on KoNViD-1k)
|
ReLaX-VQA: Residual Fragment and Layer Stack Extr…
|
0.87
|
2024-07-16
|
|
|
SimpleVQA
|
A Deep Learning based No-reference Quality Assess…
|
0.86
|
2022-04-29
|
|
|
DisCoVQA
|
DisCoVQA: Temporal Distortion-Content Transformer…
|
0.86
|
2022-06-20
|
|
|
HVS-5M
|
HVS Revisited: A Comprehensive Video Quality Asse…
|
0.86
|
2022-10-09
|
|
|
FAST-VQA (trained on LSVQ only)
|
FAST-VQA: Efficient End-to-end Video Quality Asse…
|
0.86
|
2022-07-06
|
|
|
CONVIQT
|
CONVIQT: Contrastive Video Quality Estimator
|
0.85
|
2022-06-29
|
|
|
ReLaX-VQA
|
ReLaX-VQA: Residual Fragment and Layer Stack Extr…
|
0.85
|
2024-07-16
|
|
|
ReLaX-VQA (trained on LSVQ only)
|
ReLaX-VQA: Residual Fragment and Layer Stack Extr…
|
0.84
|
2024-07-16
|
|
|
CONTRIQUE
|
Image Quality Assessment using Contrastive Learni…
|
0.84
|
2021-10-25
|
|
|
2BiVQA
|
2BiVQA: Double Bi-LSTM based Video Quality Assess…
|
0.84
|
2022-08-31
|
|
|
BVQA-2022
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Blindly Assess Quality of In-the-Wild Videos via …
|
0.83
|
2021-08-19
|
|
|
RAPIQUE
|
RAPIQUE: Rapid and Accurate Video Quality Predict…
|
0.82
|
2021-01-26
|
|
|
VIDEVAL
|
UGC-VQA: Benchmarking Blind Video Quality Assessm…
|
0.78
|
2020-05-29
|
|
|
VSFA
|
Quality Assessment of In-the-Wild Videos
|
0.78
|
2019-08-01
|
|
|
PVQ
|
Patch-VQ: 'Patching Up' the Video Quality Problem
|
0.77
|
2020-11-27
|
|
|
ChipQA
|
ChipQA: No-Reference Video Quality Prediction via…
|
0.76
|
2021-09-17
|
|