Anomaly Detection on Fishyscapes L&F

Metric: FPR95 (higher is better)

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#	Model↕	FPR95▼	Augmentations	Paper	Date↕	Code
1	Dirichlet DeepLab	47.43	Yes	The Fishyscapes Benchmark: Measuring Blind Spots...	2019-04-05	Code
2	Softmax Entropy	44.8	No	The Fishyscapes Benchmark: Measuring Blind Spots...	2019-04-05	Code
3	Bayesian DeepLab	38.5	No	The Fishyscapes Benchmark: Measuring Blind Spots...	2019-04-05	Code
4	Learned Embedding Density	24.4	Yes	The Fishyscapes Benchmark: Measuring Blind Spots...	2019-04-05	Code
5	Void Classifier	22.11	Yes	The Fishyscapes Benchmark: Measuring Blind Spots...	2019-04-05	Code
6	OutlierHead combined instances	19.02	No	Simultaneous Semantic Segmentation and Outlier D...	2019-08-03	Code
7	SynBoost	15.79	Yes	Pixel-wise Anomaly Detection in Complex Driving ...	2021-03-09	Code
8	SML	14.53	No	Standardized Max Logits: A Simple yet Effective ...	2021-07-23	Code
9	CosMe	13.32	No	Consensus Synergizes with Memory: A Simple Appro...	2021-11-24	-
10	cDNP	8.9	No	Far Away in the Deep Space: Dense Nearest-Neighb...	2022-11-12	Code
11	PEBAL	7.58	Yes	Pixel-wise Energy-biased Abstention Learning for...	2021-11-24	Code
12	cDNP+OE	7.5	Yes	Far Away in the Deep Space: Dense Nearest-Neighb...	2022-11-12	Code
13	DenseHybrid	6.2	Yes	DenseHybrid: Hybrid Anomaly Detection for Dense ...	2022-07-06	Code
14	FlowEneDet	5.2	No	Concurrent Misclassification and Out-of-Distribu...	2023-05-16	Code
15	Mask2Anomaly	4.36	Yes	Unmasking Anomalies in Road-Scene Segmentation	2023-07-25	Code
16	RPL+CoroCL	2.27	Yes	Residual Pattern Learning for Pixel-wise Out-of-...	2022-11-26	Code
17	NFlowJS-GF (with extra inlier set: Vistas and Wilddash2)	2	Yes	Dense Out-of-Distribution Detection by Robust Le...	2021-12-23	-