Anomaly Detection on Lost and Found

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#	Model↕	AP▼	Augmentations	Paper	Date↕	Code
1	Mask2Anomaly	86.59	Yes	Unmasking Anomalies in Road-Scene Segmentation	2023-07-25	Code
2	PEBAL	78.29	Yes	Pixel-wise Energy-biased Abstention Learning for...	2021-11-24	Code
3	SynBoost	70.43	Yes	Pixel-wise Anomaly Detection in Complex Driving ...	2021-03-09	Code
4	SML	25.89	No	Standardized Max Logits: A Simple yet Effective ...	2021-07-23	Code

#1Mask2AnomalySOTA
86.59
AP· Augmentations· 2023-07-25
Unmasking Anomalies in Road-Scene Segmentation Code
#2PEBALSOTA
78.29
AP· Augmentations· 2021-11-24
Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes Code
#3SynBoostSOTA
70.43
AP· Augmentations· 2021-03-09
Pixel-wise Anomaly Detection in Complex Driving Scenes Code
#4SML
25.89
AP· 2021-07-23
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation Code