SOTAVerified

Video Anomaly Detection

Papers

Showing 176200 of 262 papers

TitleStatusHype
Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos0
Understanding the Challenges and Opportunities of Pose-based Anomaly Detection0
Unsupervised Anomaly Detection from Time-of-Flight Depth Images0
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism0
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features0
Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection0
Updated version: A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency0
VALD-GAN: video anomaly detection using latent discriminator augmented GAN0
VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models0
Video Anomaly Detection and Explanation via Large Language Models0
Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression0
Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder0
Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow0
Video Anomaly Detection for Smart Surveillance0
Video Anomaly Detection in 10 Years: A Survey and Outlook0
Video Anomaly Detection using GAN0
Video Anomaly Detection Using Pre-Trained Deep Convolutional Neural Nets and Context Mining0
Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange0
Video Anomaly Detection via Sequentially Learning Multiple Pretext Tasks0
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach0
Video Event Restoration Based on Keyframes for Video Anomaly Detection0
Weakly Supervised Video Anomaly Detection Based on Cross-Batch Clustering Guidance0
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts0
Multi-scale Spatial-temporal Interaction Network for Video Anomaly Detection0
Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning0
Show:102550
← PrevPage 8 of 11Next →

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