SOTAVerified

Video Anomaly Detection

Papers

Showing 101150 of 262 papers

TitleStatusHype
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning0
Anomaly detection in non-stationary videos using time-recursive differencing network based prediction0
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings0
Anomize: Better Open Vocabulary Video Anomaly Detection0
Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection0
AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis0
A Survey of Single-Scene Video Anomaly Detection0
A Survey on Deep Learning Techniques for Video Anomaly Detection0
A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency0
Bidirectional skip-frame prediction for video anomaly detection with intra-domain disparity-driven attention0
Clustering Driven Deep Autoencoder for Video Anomaly Detection0
ComplexVAD: Detecting Interaction Anomalies in Video0
Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection0
Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data0
Context-aware Video Anomaly Detection in Long-Term Datasets0
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning0
Contrastive-Regularized U-Net for Video Anomaly Detection0
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection0
CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos0
Cross-Domain Learning for Video Anomaly Detection with Limited Supervision0
Cross-Domain Video Anomaly Detection without Target Domain Adaptation0
Cross-Modal Fusion and Attention Mechanism for Weakly Supervised Video Anomaly Detection0
Crowd-level Abnormal Behavior Detection via Multi-scale Motion Consistency Learning0
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection0
Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions0
Deep Learning for Video Anomaly Detection: A Review0
Deep Video Anomaly Detection: Opportunities and Challenges0
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions0
Discriminative-Generative Dual Memory Video Anomaly Detection0
Distilling Aggregated Knowledge for Weakly-Supervised Video Anomaly Detection0
DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network0
Energy-based Models for Video Anomaly Detection0
Error Detection in Egocentric Procedural Task Videos0
EVAL: Explainable Video Anomaly Localization0
Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment0
EvAn: Neuromorphic Event-based Anomaly Detection0
EventVAD: Training-Free Event-Aware Video Anomaly Detection0
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection0
Exploiting Spatial-temporal Correlations for Video Anomaly Detection0
Exploring Diffusion Models for Unsupervised Video Anomaly Detection0
Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes0
Feature Prediction Diffusion Model for Video Anomaly Detection0
Flashback: Memory-Driven Zero-shot, Real-time 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
Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping0
Generative Cooperative Learning for Unsupervised Video Anomaly Detection0
Global Information Guided Video Anomaly Detection0
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection0
Harnessing Large Language Models for Training-free 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