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Papers Benchmarks Datasets Tasks

Task Progression Failure Detection research benchmarks · SOTA2 Research

Task Progression Failure Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cover Object (Combined)

GPT-4o Image QA

100TPR

16

Mar 13, 2026

Cover Object Policy Success Rate: 3% (Out-of-Distribution)

GPT-4o Image QA

100TPR

16

Mar 13, 2026

Cover Object Policy Success Rate: 98% (In-Distribution)

Temporal Non-Distr. Min.

100TPR

16

Mar 13, 2026

Close Box Combined

GPT-4o Image QA

100TPR

12

Mar 13, 2026

Close Box Out-of-Distribution

GPT-4o Image QA

100TPR

12

Mar 13, 2026

Close Box In-Distribution

Temporal Non-Distr. Min.

100TPR

12

Mar 13, 2026

Popular datasets

Close Box Cover Object

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