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Out-of-distribution segmentation research benchmarks · SOTA2 Research

Out-of-distribution segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

32.92FPR@95

16

Apr 28, 2026

Fishyscapes Lost and Found (val)

98.62AUC

11

Feb 27, 2026

97.99AUC

10

Feb 27, 2026

25.85FPR@95

8

Mar 5, 2026

31.76FPR@95

8

Mar 5, 2026

MASiVar (Non-Harmonized)

7.6Anterior CV

3

Feb 26, 2026

MASiVar Harmonized to BLSA (test)

3.6CV (Anterior)

3

Feb 26, 2026

Popular datasets

MASiVar KITTI nuScenes CARLA Fishyscapes

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