|
ClipIQA+
|
Exploring CLIP for Assessing the Look and Feel of…
|
0.70
|
2022-07-25
|
|
|
PieAPP
|
PieAPP: Perceptual Image-Error Assessment through…
|
0.62
|
2018-06-06
|
|
|
Q-Align (IQA)
|
Q-Align: Teaching LMMs for Visual Scoring via Dis…
|
0.62
|
2023-12-28
|
|
|
Q-Align (VQA)
|
Q-Align: Teaching LMMs for Visual Scoring via Dis…
|
0.59
|
2023-12-28
|
|
|
PaQ-2-PiQ
|
From Patches to Pictures (PaQ-2-PiQ): Mapping the…
|
0.58
|
2019-12-20
|
|
|
MUSIQ
trained on PaQ-2-PiQ
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MUSIQ: Multi-scale Image Quality Transformer
|
0.55
|
2021-08-12
|
|
|
DBCNN
|
Blind Image Quality Assessment Using A Deep Bilin…
|
0.55
|
2019-07-05
|
|
|
MANIQA
|
MANIQA: Multi-dimension Attention Network for No-…
|
0.55
|
2022-04-19
|
|
|
TOPIQ
trained on SPAQ (NR)
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TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.53
|
2023-08-06
|
|
|
MUSIQ
trained on SPAQ
|
MUSIQ: Multi-scale Image Quality Transformer
|
0.53
|
2021-08-12
|
|
|
ClipIQA+ ResNet50
|
Exploring CLIP for Assessing the Look and Feel of…
|
0.53
|
2022-07-25
|
|
|
Ma-Metric
|
Learning a No-Reference Quality Metric for Single…
|
0.52
|
2016-12-18
|
|
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Linearity (Norm-in-Norm Loss)
|
Norm-in-Norm Loss with Faster Convergence and Bet…
|
0.52
|
2020-08-10
|
|
|
MUSIQ
trained on KONIQ
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MUSIQ: Multi-scale Image Quality Transformer
|
0.52
|
2021-08-12
|
|
|
TOPIQ
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.51
|
2023-08-06
|
|
|
ClipIQA
|
Exploring CLIP for Assessing the Look and Feel of…
|
0.49
|
2022-07-25
|
|
|
TReS
trained on KONIQ
|
No-Reference Image Quality Assessment via Transfo…
|
0.49
|
2021-08-16
|
|
|
TReS
|
No-Reference Image Quality Assessment via Transfo…
|
0.49
|
2021-08-16
|
|
|
TOPIQ FACE
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.48
|
2023-08-06
|
|
|
MDTVSFA
|
Unified Quality Assessment of In-the-Wild Videos …
|
0.48
|
2020-11-09
|
|
|
ERQA
|
ERQA: Edge-Restoration Quality Assessment for Vid…
|
0.48
|
2021-10-19
|
|
|
TOPIQ
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.46
|
2023-08-06
|
|
|
ST-LPIPS (VGG)
|
Shift-tolerant Perceptual Similarity Metric
|
0.46
|
2022-07-27
|
|
|
MUSIQ
trained on AVA
|
MUSIQ: Multi-scale Image Quality Transformer
|
0.45
|
2021-08-12
|
|
|
VSFA
|
Quality Assessment of In-the-Wild Videos
|
0.44
|
2019-08-01
|
|
|
LPIPS (Alex)
|
The Unreasonable Effectiveness of Deep Features a…
|
0.43
|
2018-01-11
|
|
|
ST-LPIPS (Alex)
|
Shift-tolerant Perceptual Similarity Metric
|
0.43
|
2022-07-27
|
|
|
TOPIQ
trained on PIPAL
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.43
|
2023-08-06
|
|
|
DISTS
|
Image Quality Assessment: Unifying Structure and …
|
0.42
|
2020-04-16
|
|
|
Q-Align (IAA)
|
Q-Align: Teaching LMMs for Visual Scoring via Dis…
|
0.42
|
2023-12-28
|
|
|
LPIPS (VGG)
|
The Unreasonable Effectiveness of Deep Features a…
|
0.41
|
2018-01-11
|
|
|
A-DISTS
|
Locally Adaptive Structure and Texture Similarity…
|
0.41
|
2021-10-16
|
|
|
TOPIQ (IAA)
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.41
|
2023-08-06
|
|
|
TReS
trained on FLIVE
|
No-Reference Image Quality Assessment via Transfo…
|
0.39
|
2021-08-16
|
|
|
PI
|
The 2018 PIRM Challenge on Perceptual Image Super…
|
0.39
|
2018-09-20
|
|
|
ClipIQA+ ViT-L-14
|
Exploring CLIP for Assessing the Look and Feel of…
|
0.39
|
2022-07-25
|
|
|
TOPIQ + Res50 (IAA)
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.28
|
2023-08-06
|
|
|
TOPIQ
trained on FLIVE
|
TOPIQ: A Top-down Approach from Semantics to Dist…
|
0.27
|
2023-08-06
|
|
|
VILA
|
VILA: Learning Image Aesthetics from User Comment…
|
0.26
|
2023-03-24
|
|
|
NIMA
|
NIMA: Neural Image Assessment
|
0.20
|
2017-09-15
|
|