Anomaly Detection on Lost and Found

Metric: FPR (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide augmentations

Sort:

#	Model↕	FPR▼	Augmentations	Paper	Date↕	Code
1	SML	44.48	No	Standardized Max Logits: A Simple yet Effective ...	2021-07-23	Code
2	Mask2Anomaly	5.75	Yes	Unmasking Anomalies in Road-Scene Segmentation	2023-07-25	Code
3	SynBoost	4.89	Yes	Pixel-wise Anomaly Detection in Complex Driving ...	2021-03-09	Code
4	PEBAL	0.81	Yes	Pixel-wise Energy-biased Abstention Learning for...	2021-11-24	Code

#1SMLSOTA
44.48
FPR· 2021-07-23
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation Code
#2Mask2Anomaly
5.75
FPR· Augmentations· 2023-07-25
Unmasking Anomalies in Road-Scene Segmentation Code
#3SynBoostSOTA
4.89
FPR· Augmentations· 2021-03-09
Pixel-wise Anomaly Detection in Complex Driving Scenes Code
#4PEBAL
0.81
FPR· Augmentations· 2021-11-24
Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes Code