| Hawk: Learning to Understand Open-World Video Anomalies | May 27, 2024 | Anomaly DetectionQuestion Answering | CodeCode Available | 3 | 5 |
| VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection | Aug 22, 2023 | Anomaly DetectionBinary Classification | CodeCode Available | 2 | 5 |
| Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models | Jul 14, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 2 | 5 |
| AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM | Mar 6, 2025 | Anomaly DetectionLanguage Modeling | CodeCode Available | 2 | 5 |
| Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM | Jun 18, 2024 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 | 5 |
| Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection | Dec 23, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 2 | 5 |
| MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | Mar 21, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 2 | 5 |
| Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline | Apr 1, 2024 | Anomaly DetectionPrivacy Preserving | CodeCode Available | 1 | 5 |
| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent Detection | CodeCode Available | 1 | 5 |
| GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection | Mar 10, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection | Dec 9, 2022 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| CHAD: Charlotte Anomaly Dataset | Dec 19, 2022 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events | Aug 27, 2020 | Anomaly DetectionCloze Test | CodeCode Available | 1 | 5 |
| An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos | Sep 16, 2022 | Anomaly DetectionObject | CodeCode Available | 1 | 5 |
| FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation | Jun 16, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| BatchNorm-based Weakly Supervised Video Anomaly Detection | Nov 26, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection | Apr 7, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 1 | 5 |
| Delving into CLIP latent space for Video Anomaly Recognition | Oct 4, 2023 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| An Attribute-based Method for Video Anomaly Detection | Dec 1, 2022 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| Anomaly detection in surveillance videos using transformer based attention model | Jun 3, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction | Aug 16, 2021 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection | Oct 26, 2023 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Attention-based residual autoencoder for video anomaly detection | May 25, 2022 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
