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Anomaly Reasoning research benchmarks · SOTA2 Research

Anomaly Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.2Average Score

38

Jul 7, 2026

MVTec-COT (test)

Qwen2.5-VL+CGRO*

27.1ROUGE-L

24

Mar 31, 2026

43.14ROUGE-L

3

Jul 7, 2026

40.7ROUGE-L

3

Jul 7, 2026

44.65ROUGE-L

3

Jul 7, 2026

Popular datasets

MVTec AD Real3D-AD MVTec MMAD BMAD

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