SOTAVerified

Video Anomaly Detection

Papers

Showing 101125 of 262 papers

TitleStatusHype
Context-aware Video Anomaly Detection in Long-Term Datasets0
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection0
A Modular and Unified Framework for Detecting and Localizing Video Anomalies0
Harnessing Large Language Models for Training-free Video Anomaly Detection0
Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping0
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection0
ComplexVAD: Detecting Interaction Anomalies in Video0
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings0
Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions0
Generalization of feature embeddings transferred from different video anomaly detection domains0
Future Video Prediction from a Single Frame for 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
Clustering Driven Deep Autoencoder for Video Anomaly Detection0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems0
Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection0
Cross-Domain Video Anomaly Detection without Target Domain Adaptation0
IPAD: Industrial Process Anomaly Detection Dataset0
Feature Prediction Diffusion Model for Video Anomaly Detection0
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection0
A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods0
Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning0
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection0
Learning Appearance-motion Normality for Video Anomaly Detection0
Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes0
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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