SOTAVerified

Video Anomaly Detection

Papers

Showing 76100 of 262 papers

TitleStatusHype
Just Dance with π! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection0
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches0
EventVAD: Training-Free Event-Aware Video Anomaly Detection0
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model0
AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis0
CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos0
Anomize: Better Open Vocabulary Video Anomaly Detection0
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos0
Video Anomaly Detection with Structured KeywordsCode0
Anomaly detection in non-stationary videos using time-recursive differencing network based prediction0
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos0
ComplexVAD: Detecting Interaction Anomalies in Video0
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions0
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection0
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory0
Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline0
Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection0
Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes0
STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems0
VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models0
Privacy-Preserving Video Anomaly Detection: A Survey0
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning0
Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. PerformanceCode0
Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis0
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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