Integrated Multiscale Appearance Features and Motion Information Prediction Network for Anomaly Detection

Table 1

Frame-level AUC performance of different methods on Avenue dataset.

Methods	AUC (%)
150FPS [33]	80.9
Conv-AE [7]	70.2
ConvLSTM [8]	80.3
ConvLSTM-AE [9]	77.0
MGFC-AAE [10]	84.2
Unmasking [36]	80.6
AnomalyNet [37]	86.1
Baseline [15]	84.9
Proposed method	86.4