Share your thoughts, 1 month free Claude Pro on usSee more

Image Quality Assessment on KonIQ (test)

0.941SROCC

DeQA

Updated 1mo ago

Evaluation Results

Method	Links
DeQA 2026.01		0.941	0.953
DeQA 2025.12		0.941	0.953
Q-Align 2026.01		0.94	0.941
Q-Align 2025.12		0.94	0.941
MUSIQ 2026.01		0.929	0.924
MUSIQ 2025.12		0.929	0.924
Ours 2025.12		0.92	0.93
Autoencoder-like 2026.01		0.912	0.926
C2Score 2026.01		0.91	0.923
C2Score 2025.12		0.91	0.923
Chain-of-Thought 2026.01		0.907	0.92
Self-Consistency 2026.01		0.905	0.917
CLIP-IQA+ 2026.01		0.895	0.909
Q-Insight-Score 2026.01		0.895	0.918
CLIP-IQA+ 2025.12		0.895	0.909
Q-Insight-Score 2025.12		0.895	0.918
Self-Consistency 2026.01		0.879	0.9
Self-Consistency 2026.01		0.879	0.898
DBCNN 2026.01		0.875	0.884
DBCNN 2025.12		0.875	0.884
Autoencoder-like 2026.01		0.861	0.877
NIMA 2026.01		0.859	0.896
NIMA 2025.12		0.859	0.896
Ours 2025.12		0.855	0.871
Autoencoder-like 2026.01		0.847	0.867
MANIQA 2026.01		0.834	0.849
MANIQA 2025.12		0.834	0.849
Q-Insight-Score 2026.01		0.827	0.859
Q-Insight-Score 2026.01		0.825	0.856
Chain-of-Thought 2026.01		0.819	0.851
Chain-of-Thought 2026.01		0.818	0.851
Q-Insight-Score 2025.12		0.818	0.841
SaTQA 2024.05		0.788	-
Ours (student) 2024.05		0.781	-
HyperIQA 2021.10		0.772	-
HyperIQA 2024.05		0.772	-
Ours (teacher) 2024.05		0.771	-
Ours (student) 2024.05		0.767	-
Ours (teacher) 2024.05		0.766	-
LoDa 2024.05		0.763	-
HyperIQA 2024.05		0.758	-
PQR 2021.10		0.757	-
P2P-BM 2024.05		0.755	-
DB-CNN 2021.10		0.754	-
DBCNN 2024.05		0.754	-
LoDa 2024.05		0.745	-
P2P-BM 2024.05		0.74	-
TReS 2024.05		0.733	-
DBCNN 2024.05		0.716	-
TReS 2024.05		0.713	-
CONTRIQUE 2021.10		0.676	-
NIQE 2025.12		0.53	0.533
BRISQUE 2025.12		0.226	0.225