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Papers Benchmarks Datasets Tasks

Temporal OOD Detection research benchmarks · SOTA2 Research

Temporal OOD Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Core50 vs Visual Genome ID OOD (Late split (t=8))

18.93FPR@95

2

Mar 20, 2026

Core50 vs Visual Genome ID OOD t=2 (Early split)

11.44FPR@95

2

Mar 20, 2026

Core50 ID vs CC12M OOD Late split (t=8)

5.71FPR@95

2

Mar 20, 2026

Core50 ID vs CC12M OOD t=2 (Early)

2.97FPR@95

2

Mar 20, 2026

Core50 (ID) vs Flickr30 (OOD) Late split (t=8)

9.18FPR95

2

Mar 20, 2026

Core50 (ID) vs Flickr30 (OOD) Early split (t=2)

5.61FPR@95

2

Mar 20, 2026

Core50 (ID) vs ImageNet-1K (OOD) (Late split t=8)

7.73FPR95

2

Mar 20, 2026

Core50 (ID) vs ImageNet-1K (OOD) Early split (t=2)

4.51FPR@95

2

Mar 20, 2026

Core50 (ID) vs COCO (OOD) Late split (t=8)

10.98FPR95

2

Mar 20, 2026

Core50 (ID) vs COCO (OOD) (Early split (t=2))

6.82FPR95

2

Mar 20, 2026

Clear10 (ID) vs Visual Genome (OOD) (Late split t=8)

15.34FPR95

2

Mar 20, 2026

Clear10 vs Visual Genome ID OOD Early split (t=2)

12.98FPR@95

2

Mar 20, 2026

Clear10 (ID) vs CC12M (OOD) (Late split (t=8))

1.68FPR@95

2

Mar 20, 2026

Clear10 (ID) vs CC12M (OOD) (Early split t=2)

0.44FPR@95

2

Mar 20, 2026

Clear10 (ID) vs Flickr30 (OOD) Late split (t=8)

2.91FPR@95

2

Mar 20, 2026

Clear10 (ID) vs Flickr30 (OOD) (Early split (t=2))

1.76FPR@95

2

Mar 20, 2026

Clear10 (ID) vs ImageNet-1K (OOD) Late split (t=8)

5.82FPR95

2

Mar 20, 2026

Clear10 (ID) vs ImageNet-1K (OOD) Early split (t=2)

3.96FPR@95

2

Mar 20, 2026

Clear10 (ID) vs COCO (OOD) (Late split t=8)

1.34FPR@95

2

Mar 20, 2026

Clear10 (ID) vs COCO (OOD) Early split (t=2)

0.88FPR@95

2

Mar 20, 2026

Clear100 (ID) vs Visual Genome (OOD) (Late split (t=8))

21.62FPR95

2

Mar 20, 2026

Clear100 (ID) vs Visual Genome (OOD) (Early split (t=2))

17.71FPR@95

2

Mar 20, 2026

Clear100 (ID) vs CC12M (OOD) Late split (t=8)

4.03FPR95

2

Mar 20, 2026

Clear100 (ID) vs CC12M (OOD) Early split (t=2)

2.75FPR@95

2

Mar 20, 2026

Clear100 ID vs Flickr30 OOD t=8 (Late split)

9.97FPR@95

2

Mar 20, 2026

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Popular datasets

Clear Clear vs ImageNet Clear vs COCO Clear vs Flickr Clear10 vs CC12M

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