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ResearchFormerly WizWand

Anomaly Segmentation on FS-LaF (val)

75.01APRAAS + OOD prompts
3.260421.887740.51559.1423Jul 5, 2026
Updated 4mo ago

Evaluation results

MethodLinks
RAAS + OOD promptsCategory=Confidence + Spatial Filter, Re-T=no, OE=no, EN=no2026.0775.0197.7511.2
RbA-OECategory=Confidence (Mask+Softmax), Re-T=yes, OE=yes, EN=no2026.0770.8198.626.3
RPL+CoroCLCategory=Feature-based, Re-T=no, OE=yes, EN=yes2026.0770.6199.392.52
DenseHybridCategory=Generative, Re-T=yes, OE=yes, EN=yes2026.0769.7999.015.09
Mask2AnomalyCategory=Confidence (Mask+Softmax), Re-T=yes, OE=yes, EN=no2026.0769.41—9.46
RAASCategory=Confidence + Spatial Filter, Re-T=no, OE=no, EN=no2026.0767.4197.3111.2
RbACategory=Confidence (Mask+Softmax), Re-T=yes, OE=no, EN=no2026.0760.9696.4310.63
SynBoostCategory=Reconstruction, Re-T=no, OE=no, EN=yes2026.0760.5896.2131.02
PEBALCategory=Confidence (Energy), Re-T=yes, OE=yes, EN=no2026.0758.8198.964.76
Meta-OoDCategory=Confidence (Entropy), Re-T=yes, OE=yes, EN=yes2026.0741.3193.0637.69
SMLCategory=Confidence (Logits), Re-T=no, OE=no, EN=no2026.0736.5596.8814.53
MaxLogitCategory=Confidence (Logits), Re-T=no, OE=no, EN=no2026.0718.779238.13
MaskomalyCategory=Confidence (Mask+Softmax), Re-T=no, OE=no, EN=no2026.0717.294.4535.72
MSPCategory=Confidence (Softmax), Re-T=no, OE=no, EN=no2026.076.0286.9945.63