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Papers Benchmarks Datasets Tasks

RoadAnomaly dataset and benchmarks · SOTA2 Research

Research Datasets

RoadAnomaly

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly segmentation

RoadAnomaly v1 (test)

0.902AP

12

Anomaly detection

RoadAnomaly (val)

17.74FPR

8

Open-set semantic segmentation

RoadAnomaly

0.665mIoU

5

Anomaly Segmentation

RoadAnomaly (val)

54.31AuIoU

5

OOD Object Detection

RoadAnomaly OoDIS (test)

29.42AP (50:95)

3

Popular tasks

Anomaly Segmentation Anomaly Detection Open-Set Semantic Segmentation OOD Object Detection

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