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Anomaly Detection on BTAD (Image-level and Pixel-level AUROC)

96.5Image-level AUROC

HyperFSAD

Updated 9d ago

Evaluation Results

Method	Links
HyperFSAD 2026.05		96.5	98.2
HyperFSAD 2026.05		96.4	98.1
IDEAL 2026.05		96.2	97.7
ReMP-AD 2026.05		96	97
HyperFSAD 2026.05		95.9	97.9
IDEAL 2026.05		95.9	97.5
IDEAL 2026.05		95.6	97.2
ReMP-AD 2026.05		95.4	96.9
ReMP-AD 2026.05		94.8	96.5
FoundAD 2026.05		94.6	95.1
FastRecon 2026.05		94.4	97.4
FoundAD 2026.05		94.3	94
InCTRL 2026.05		94.3	94.9
FoundAD 2026.05		94	93.2
NAGL 2026.05		94	96.5
InCTRL 2026.05		93.9	93.6
FastRecon 2026.05		93.8	97.2
FastRecon 2026.05		93.7	96.8
NAGL 2026.05		93.7	96.5
AnomalyGPT 2026.05		93.6	95.7
AnomalyGPT 2026.05		93.5	96.2
NAGL 2026.05		93.5	96.3
PromptAD 2026.05		93.4	96.1
AnomalyGPT 2026.05		93.4	96
IDEAL 2026.05		93.4	97
InCTRL 2026.05		93.4	93
AHL 2026.05		93.3	94.5
DRA 2026.05		93	93.9
PromptAD 2026.05		92.7	96.4
PromptAD 2026.05		92.6	96.6
RegAD 2026.05		92.2	96.5
NAGL 2026.05		92	95.8
WinCLIP 2026.05		91.7	90.3
RegAD 2026.05		91.7	96.3
FoundAD 2026.05		91.4	91.9
RegAD 2026.05		91.3	97.3
PromptAD 2026.05		91.2	94.1
AHL 2026.05		90.9	93.8
RegAD 2026.05		90.8	95.6
PromptAD 2026.05		90.8	93.2
WinCLIP 2026.05		90.7	89.6
InCTRL 2026.05		90.5	92.9
DRA 2026.05		90.5	93.5
PromptAD 2026.05		90.3	92.6
KAG-prompt 2026.05		89.7	96
PromptAD 2026.05		89.6	92.4
WinCLIP 2026.05		89.6	96
WinCLIP 2026.05		89.5	88.9
KAG-prompt 2026.05		89.4	96
RegAD 2026.05		88.9	96.9
KAG-prompt 2026.05		88.4	96
WinCLIP 2026.05		87.4	95.9
RegAD 2026.05		86.6	94.5
APRIL-GAN 2026.05		86.5	93
APRIL-GAN 2026.05		86.1	93.2
APRIL-GAN 2026.05		86.1	93.3
WinCLIP 2026.05		85	95.5
WinCLIP 2026.05		84.5	94.3
RegAD 2026.05		84.4	95.6
ResAD 2026.05		83.6	95.5
ResAD 2026.05		81.5	95.1
ResAD 2026.05		80.1	92.9
ResAD 2026.05		78.4	92.3