ResearchTasksVideo Anomaly ReasoningFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedVad-Reasoning-Plus (test)Vad-R1-Plus0.086BLEU27Feb 26, 2026Video Anomaly Reasoning (test)Vad-R1-Plus0.571RR Score27Feb 26, 2026Video Anomaly Understanding Video-level (test)Holmes-VAU0.566BLEU7Feb 26, 2026Video Anomaly Understanding Event-level (test)Holmes-VAU0.804BLEU7Feb 26, 2026Video Anomaly Understanding Clip-level (test)Holmes-VAU0.913BLEU7Feb 26, 2026