SOTAVerified

Video Anomaly Detection

Papers

Showing 226250 of 262 papers

TitleStatusHype
Unsupervised Anomaly Detection from Time-of-Flight Depth Images0
A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation0
Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism0
Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features0
An Efficient Approach for Anomaly Detection in Traffic Videos0
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
A multi-stream deep neural network with late fuzzy fusion for real-world anomaly detection0
A Modular and Unified Framework for Detecting and Localizing Video Anomalies0
A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection0
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
Feature Prediction Diffusion Model for Video Anomaly Detection0
Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection0
Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes0
Exploring Diffusion Models for Unsupervised Video Anomaly Detection0
Exploiting Spatial-temporal Correlations for Video Anomaly Detection0
Future Video Prediction from a Single Frame for Video Anomaly Detection0
Generalization of feature embeddings transferred from different video anomaly detection domains0
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection0
Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping0
Generative Cooperative Learning for Unsupervised Video Anomaly Detection0
EventVAD: Training-Free Event-Aware Video Anomaly Detection0
Global Information Guided Video Anomaly Detection0
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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