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ResearchFormerly WizWand

Image Quality Assessment on CLIVE

0.893SRCCDP-IQA
0.259640.424070.58850.75293Mar 17, 2024Jul 31, 2024Dec 15, 2024May 1, 2025Sep 14, 2025Jan 29, 2026Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DP-IQAModel Type=teacher2024.050.8930.913
Tool-IQATraining Dataset=KonIQ2026.060.8890.902
SaTQA2024.050.8770.903
LoDa2024.050.8760.899
DP-IQAModel Type=student2024.050.8750.902
Tool-augmented Zoom-IQATraining Dataset=KonIQ2026.060.870.887
DEIQT2024.050.8610.886
HyperIQA2024.050.8590.882
DBCNN2024.050.8510.869
TReS2024.050.8460.877
MG-IQAmulti-dataset training=true, training_data=KADID-10k + SPAQ2026.040.8460.86
TIQA2024.050.8450.861
P2P-BM2024.050.8440.842
ReIQA2024.050.840.854
MetaIQA2024.050.8350.802
Tool-IQATraining dataset=KADID-10K, Method category=VLM-based2026.060.8330.854
MG-IQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.8290.844
VisualQuality-R1Training Dataset=KonIQ2026.060.8270.856
VQ-R1multi-dataset training=true, training_data=KADID-10k + SPAQ2026.040.8260.841
QualiCLIP+Opinion-Unaware=false2024.030.8210.867
CLIP-IQA+Opinion-Unaware=false2024.030.8150.849
VQ-R1Training Dataset=KADID-10k, Evaluation=Zero-shot2026.040.810.826
Q-Insightmulti-dataset training=true, training_data=KADID-10k + SPAQ2026.040.8080.824
CONTRIQUEOpinion-Unaware=false2024.030.8060.838
CLIP-IQA2024.050.8050.832
Q-InsightTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.8010.818
ARNIQAOpinion-Unaware=false2024.030.7970.823
GRepQOpinion-Unaware=false2024.030.7930.813
VisualQuality-R1Training dataset=KADID-10K, Method category=VLM-based2026.060.7920.799
DeQA-ScoreTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.790.805
Q-AlignTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7840.797
Re-IQAOpinion-Unaware=false2024.030.7830.797
LIQETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7710.788
TOPIQTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7630.779
QInsightTraining dataset=KADID-10K, Method category=VLM-based2026.060.7610.795
Qwen3-VL-8B-InsTraining dataset=KADID-10K, Method category=VLM-based2026.060.760.772
MANIQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7550.768
GRepQOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7510.772
Re-IQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7490.762
LIQEOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7430.756
DeQA-ScoreTraining dataset=KADID-10K, Method category=VLM-based2026.060.7430.795
MUSIQTraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7420.756
CONTRIQUEOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7340.766
Qwen2.5-VL-7BTraining dataset=KADID-10K, Method category=VLM-based2026.060.7330.76
QualiCLIPOpinion-Unaware=true2024.030.7250.802
UNIQUETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.7210.738
LIQETraining dataset=KADID-10K, Method category=VLM-based2026.060.7190.726
MUSIQ2024.050.7020.746
HyperIQAOpinion-Unaware=false, Training Dataset=FLIVE2024.030.6990.722
ARNIQAOpinion-Unaware=false, Training Dataset=FLIVE2024.030.6990.765
MEON2024.050.6970.71
TRESOpinion-Unaware=false, Training Dataset=FLIVE2024.030.6960.727
CLIP-IQA+Opinion-Unaware=false, Training Dataset=FLIVE2024.030.6940.741
Re-IQAOpinion-Unaware=false, Training Dataset=FLIVE2024.030.690.761
CLIP-IQATraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.6890.715
WaDIQaM2024.050.6820.671
DBCNNOpinion-Unaware=false, Training Dataset=FLIVE2024.030.660.698
QCNOpinion-Unaware=false, Training Dataset=FLIVE2024.030.6530.731
BRISQUE2024.050.6290.629
BIECON2024.050.6130.613
BRISQUETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.6070.632
DIIVINE2024.050.5880.591
Q-AlignTraining dataset=KADID-10K, Method category=VLM-based2026.060.5540.643
DEIQTTraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.060.5110.528
ILNIQE2024.050.5080.508
MANIQATraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.060.4870.571
UNIQUETraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.060.470.472
NIQETraining Dataset=KADID-10k, Evaluation=Zero-shot2026.040.4550.508
NIQETraining dataset=KADID-10K, Method category=Handcrafted2026.060.450.494
BRISQUETraining dataset=KADID-10K, Method category=Handcrafted2026.060.3140.362
MUSIQTraining dataset=KADID-10K, Method category=Discriminative Deep-Learning-based2026.060.2840.325