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Temporal OOD Detection research benchmarks – Page 2 · SOTA2 Research

Temporal OOD Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clear100 ID vs Flickr30 OOD Early split (t=2)

8.69FPR@95% TPR

2

Mar 20, 2026

Clear100 vs ImageNet-1K ID OOD Late split (t=8)

8.06FPR95

2

Mar 20, 2026

Clear100 ID vs ImageNet-1K OOD (Early split t=2)

6.49FPR@95% TPR

2

Mar 20, 2026

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

22.96FPR@95

2

Mar 20, 2026

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

19.14FPR@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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