| SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models | Jun 15, 2025 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection | Oct 19, 2021 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Delving into CLIP latent space for Video Anomaly Recognition | Oct 4, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model | Jul 24, 2023 | Anomaly DetectionRetrieval | CodeCode Available | 1 |
| Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection | May 5, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Unsupervised Traffic Accident Detection in First-Person Videos | Mar 2, 2019 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Mar 27, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos | Sep 16, 2022 | Anomaly DetectionObject | CodeCode Available | 1 |
| Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model | Dec 12, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Mar 19, 2024 | Anomaly Detectionobject-detection | CodeCode Available | 1 |
| Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning | Jan 25, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection | Oct 26, 2023 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection | Dec 4, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Attention-based residual autoencoder for video anomaly detection | May 25, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| An Attribute-based Method for Video Anomaly Detection | Dec 1, 2022 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection | Apr 7, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 |
| Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction | Apr 5, 2023 | Anomaly DetectionDiversity | CodeCode Available | 1 |
| Localizing Anomalies from Weakly-Labeled Videos | Aug 20, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate | Oct 10, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping | Jun 13, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Deep Crowd Anomaly Detection: State-of-the-Art, Challenges, and Future Research Directions | Oct 25, 2022 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection | Jun 5, 2024 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| A Survey of Single-Scene Video Anomaly Detection | Apr 13, 2020 | Anomaly DetectionSurvey | —Unverified | 0 |
