ShanghaiTech Campus

Introduced by Liu et al. in Future Frame Prediction for Anomaly Detection -- A New Baseline

The ShanghaiTech Campus dataset has 13 scenes with complex light conditions and camera angles. It contains 130 abnormal events and over 270, 000 training frames. Moreover, both the frame-level and pixel-level ground truth of abnormal events are annotated in this dataset.

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Benchmarks

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Task	Dataset Variant	Best Model
Anomaly Detection	ShanghaiTech	DAC
Video Anomaly Detection	HR-ShanghaiTech	TrajREC
Anomaly Detection In Surveillance Videos	ShanghaiTech Weakly Supervised	PEL
Video Anomaly Detection	ShanghaiTech Campus	HF2-VAD