SOTAVerified

Video Anomaly Detection

Papers

Showing 151175 of 262 papers

TitleStatusHype
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection0
Human-Scene Network: A Novel Baseline with Self-rectifying Loss for Weakly supervised Video Anomaly Detection0
Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis0
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems0
IPAD: Industrial Process Anomaly Detection Dataset0
Just Dance with π! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection0
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection0
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection0
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement0
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions0
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model0
Spatio-Temporal-based Context Fusion for Video Anomaly Detection0
Spatio-temporal predictive tasks for abnormal event detection in videos0
Spatio-Temporal Relation Learning for Video Anomaly Detection0
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection0
STemGAN: spatio-temporal generative adversarial network for video anomaly detection0
STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection0
Street Scene: A new dataset and evaluation protocol for video anomaly detection0
Survey on video anomaly detection in dynamic scenes with moving cameras0
Synthetic Pseudo Anomalies for Unsupervised Video Anomaly Detection: A Simple yet Efficient Framework based on Masked Autoencoder0
Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection0
Towards Open Set Video Anomaly Detection0
Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline0
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline0
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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