ResearchTasksAnomaly ReasoningAnomaly ReasoningFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMMADGLLS91.2Average Score38Jul 7, 2026MVTec-COT (test)Qwen2.5-VL+CGRO*27.1ROUGE-L24Mar 31, 2026Real3D-ADCL-Anomaly43.14ROUGE-L3Jul 7, 2026BMADCL-Anomaly40.7ROUGE-L3Jul 7, 2026Mvtec-ADCL-Anomaly44.65ROUGE-L3Jul 7, 2026