ResearchTasksFine-grained Weakly Supervised Video Anomaly DetectionFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedXD-ViolenceVadCLIP37.03mAP@0.14Feb 27, 2026UCF-CrimeVadCLIP11.72mAP@0.14Feb 27, 2026XD-Violence (test)——mAP@0.10Feb 26, 2026