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ResearchFormerly WizWand

Anomaly Segmentation on RoadAnomaly (val)

54.31AuIoUS2M
11.898822.909433.9244.9306Nov 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
S2Mprompt generator=Faster R-CNN (ResNet-50), segmentation model=SAM (ViT-B), base anomaly score=RPL2023.1154.3158.4961.66
Synboostthresholding=optimal2023.1119.527.2229.33
RPL+CoroCLthresholding=optimal2023.1116.8850.9724.64
PEBALthresholding=optimal2023.1115.5133.823.87
DenseHybridthresholding=optimal2023.1113.5326.1721.34