SOTAVerified

Video Anomaly Detection

Papers

Showing 176200 of 262 papers

TitleStatusHype
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions0
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos0
Weakly Supervised Video Anomaly Detection Based on Cross-Batch Clustering Guidance0
EVAL: Explainable Video Anomaly Localization0
Cross-Domain Video Anomaly Detection without Target Domain Adaptation0
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection0
Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning0
Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial PerturbationsCode0
Lightning Fast Video Anomaly Detection via Adversarial Knowledge DistillationCode0
Pedestrian Spatio-Temporal Information Fusion For Video Anomaly Detection0
Exploiting Spatial-temporal Correlations for Video Anomaly Detection0
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network0
Spatio-temporal predictive tasks for abnormal event detection in videos0
Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions0
Spatio-Temporal-based Context Fusion for Video Anomaly Detection0
Multi-Task Learning based Video Anomaly Detection with Attention0
Spatio-Temporal Relation Learning for Video Anomaly Detection0
Real-world Video Anomaly Detection by Extracting Salient Features in Videos0
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly DetectionCode0
Towards Open Set Video Anomaly Detection0
Locality-aware Attention Network with Discriminative Dynamics Learning for Weakly Supervised Anomaly Detection0
Learning Appearance-motion Normality for Video Anomaly Detection0
Look at Adjacent Frames: Video Anomaly Detection without Offline Training0
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection0
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PoseWatch-HAUC87.23Unverified
2MoPRLAUC84.3Unverified
3TSGADAUC81.77Unverified
4TrajRECAUC77.9Unverified
5MoCoDADAUC77.6Unverified
6COSKAD-euclideanAUC77.1Unverified
7Multi-timescale PredictionAUC77Unverified
8COSKAD-hyperbolicAUC75.6Unverified
9MPED-RNNAUC75.4Unverified
10COSKAD-radialAUC75.2Unverified
#ModelMetricClaimedVerifiedStatus
1TrajRECAUC89.4Unverified
2MoCoDADAUC89Unverified
3Multi-timescale PredictionAUC88.33Unverified
4COSKAD-euclideanAUC87.8Unverified
5COSKAD-hyperbolicAUC87.3Unverified
6BiPOCOAUC87Unverified
7MPED-RNNAUC86.3Unverified
8PredAUC86.2Unverified
9Conv-AEAUC84.8Unverified
10COSKAD-radialAUC82.2Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoDADAUC68.4Unverified
2TrajRECAUC68.2Unverified
3COSKAD-hyperbolicAUC65.5Unverified
4COSKAD-euclideanAUC65.2Unverified
5COSKAD-radialAUC63.4Unverified
6MPED-RNNAUC61.2Unverified
7GEPCAUC55.2Unverified
8BiPOCOAUC52.3Unverified
#ModelMetricClaimedVerifiedStatus
1VADMambaAUC91.5Unverified
2MAMAAUC91.2Unverified
3HF2-VADAUC91.1Unverified
4AnyAnomalyAUC87.3Unverified
#ModelMetricClaimedVerifiedStatus
1PoseWatch-HAUC85.75Unverified
2TSGADAUC80.6Unverified
3VADMambaAUC77Unverified
4HF2-VADAUC76.2Unverified
#ModelMetricClaimedVerifiedStatus
1AnyAnomalyAUC74.5Unverified
2TrajRECAUC68Unverified
#ModelMetricClaimedVerifiedStatus
1PoseWatch-HAUC67.04Unverified
#ModelMetricClaimedVerifiedStatus
1MULDE-object-centric-microAUC94.3Unverified
#ModelMetricClaimedVerifiedStatus
1HF2-VADAUC0.99Unverified
#ModelMetricClaimedVerifiedStatus
1AnyAnomalyAUC79.7Unverified
#ModelMetricClaimedVerifiedStatus
1VADMambaAUC98.5Unverified