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No-Reference Image Quality Assessment on SPAQ

0.965SROCC

PQR

Updated 25d ago

Evaluation Results

Method
PQR 2023.04	0.965	0.971
LGDM 2025.09	0.947	0.948
B_Gated 2025.09	0.928	0.932
B_Gated (Ours) 2025.09	0.928	0.932
B 2025.09	0.927	0.931
B (Baseline) 2025.09	0.927	0.931
QPT-ResNet50 2023.03	0.925	0.9279
LoDA 2025.09	0.925	0.928
LoDa 2026.04	0.925	0.928
ME-IQA 2026.03	0.924	0.922
VUGA 2026.04	0.924	0.919
DP-IQA 2025.09	0.923	0.926
QCN 2025.09	0.923	0.928
TOPIQ 2023.08	0.921	0.924
B_Sig 2025.09	0.921	0.926
B_Sig (Ours) 2025.09	0.921	0.926
TOPIQ 2026.04	0.921	0.924
ME-IQA 2026.03	0.919	0.925
DEIQT 2026.04	0.919	0.923
Re-IQA 2023.04	0.918	0.925
MUSIQ 2025.09	0.918	0.921
RE-IQA 2025.09	0.918	0.925
Re-IQA 2026.03	0.918	0.925
MUSIQ 2026.04	0.918	0.921
ReIQA 2026.06	0.918	0.925
MUSIQ 2023.03	0.917	0.921
MUSIQ 2023.04	0.917	0.921
MUSIQ 2023.08	0.917	0.92
MUSIQ 2026.06	0.917	0.921
ResNet50 2023.03	0.9161	0.9207
HyperIQA 2023.04	0.916	0.919
HyperIQA 2026.03	0.916	0.919
HyperIQA 2026.06	0.916	0.919
HyperIQA 2023.03	0.9155	0.9188
CONTRIQUE 2023.04	0.914	0.919
CONTRIQUE 2026.03	0.914	0.919
SHAMISA 2026.03	0.914	0.92
CONTRIQUE 2026.06	0.914	0.919
SLIDE-IQA 2026.06	0.913	0.918
DB-CNN 2023.04	0.911	0.915
DBCNN 2023.08	0.911	0.915
DBCNN 2025.09	0.911	0.915
HyperIQA 2025.09	0.911	0.915
DB-CNN 2026.03	0.911	0.915
DB-CNN 2026.04	0.911	0.915
HyperIQA 2026.04	0.911	0.915
DB-CNN 2026.06	0.911	0.915
TRIQA 2026.06	0.911	0.914
DB-CNN 2023.03	0.9099	0.9133
Fang et al. 2023.08	0.908	0.909
SFA 2023.03	0.9057	0.9069
ARNIQA 2026.03	0.905	0.91
ARNIQA 2026.06	0.905	0.91
ImageNet Pretrained (Supervised) 2023.04	0.904	0.909
Re-IQA 2023.04	0.902	0.908
ReIQA-C 2026.06	0.902	0.908
Baseline 2026.03	0.901	0.903
Re-IQA 2023.04	0.9	0.91
EvoQuality 2025.09	0.9	0.903
ReIQA-Q 2026.06	0.9	0.91
Baseline 2026.03	0.899	0.901
ME-IQA 2026.03	0.899	0.912
EvoQuality 2025.09	0.899	0.902
DeQA-Score 2026.03	0.895	0.895
DeQA-Score 2025.09	0.895	0.895
SLIDE-IQA-C 2026.06	0.892	0.896
Q-Insight 2025.09	0.891	0.893
Q-Align 2026.03	0.887	0.886
Baseline 2026.03	0.887	0.895
ME-IQA 2026.03	0.887	0.888
ME-IQA 2026.03	0.887	0.891
Q-Align 2025.09	0.887	0.886
SLIDE-IQA-Q 2026.06	0.885	0.89
VisualQuality-R1 2025.09	0.878	0.877
TOPIQ 2023.08	0.8758	0.8791
MUSIQ 2022.07	0.873	0.868
Baseline 2026.03	0.873	0.879
MUSIQ 2023.08	0.8676	0.8626
Baseline 2026.03	0.867	0.874
CLIP-IQA+ 2022.07	0.864	0.866
CLIP-IQA+ 2026.03	0.864	0.866
CLIP-IQA+ 2025.08	0.864	0.866
CLIP-IQA+ 2025.09	0.864	0.866
MUSIQ 2026.03	0.863	0.868
MUSIQ 2025.08	0.863	0.868
MUSIQ 2025.09	0.863	0.868
TRES 2023.08	0.8619	0.8624
HiRQA 2025.08	0.859	0.86
NIMA 2026.03	0.856	0.838
Compare2Score 2026.03	0.856	0.873
NIMA 2025.09	0.856	0.838
TOPIQ 2023.08	0.8479	0.812
HOSA 2026.03	0.846	0.852
MUSIQ 2023.08	0.8436	0.8112
Qwen2.5-VL-7B 2025.09	0.843	0.853
WaDIQaM-NR 2023.03	0.8397	0.8449
KonCept512 2022.07	0.837	0.815
HyperIQA 2022.07	0.811	0.805
BRISQUE 2023.04	0.809	0.817
BRISQUE 2023.08	0.809	0.817

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