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Anomaly Segmentation on Fishyscapes Static (val)

0.0082FPR95

Mask2Anomaly

Updated 18d ago

Evaluation Results

Method
Mask2Anomaly 2026.07	0.0082	-	0.952	-
RPL+CoroCL 2026.07	0.0085	0.9973	0.9246	-
CosMe 2021.11	0.0147	0.9958	0.7925	-
PEBAL 2021.11	0.0152	0.9961	0.9208	-
PEBAL 2026.07	0.0152	0.9961	0.9208	-
PEBEL 2026.03	0.017	-	-	0.924
Mask2Anomaly 2026.03	0.019	0.983	-	0.904
Mask2Anomaly 2023.07	0.0198	-	-	0.9054
VL-Anomaly 2026.03	0.023	0.987	-	0.907
PEBAL 2021.11	0.0263	0.9933	0.8601	-
Deep Gambler 2021.11	0.0339	0.9888	0.8457	-
RbA-OE 2026.07	0.0351	0.9896	0.7547	-
DenseHybrid 2026.07	0.0417	0.9907	0.7623	-
Dense Hybrid 2023.07	0.049	-	-	0.602
MulMem 2021.11	0.0507	0.9887	0.6561	-
AuxCon 2021.11	0.0545	0.9876	0.6201	-
Dense Hybrid 2026.03	0.059	-	-	0.802
PEBAL 2021.11	0.0681	0.9923	0.8273	-
PEBEL 2023.07	0.0681	-	-	0.8273
Max Entropy 2026.03	0.086	-	-	0.865
Mahalanobis 2021.11	0.117	0.9676	0.2737	-
SML 2021.11	0.1214	0.9725	0.6672	-
Meta-OoD 2021.11	0.1357	0.9756	0.7291	-
Meta-OoD 2026.07	0.1357	0.9756	0.7291	-
Deep Gambler 2021.11	0.1539	0.9751	0.6769	-
Deep Gambler 2023.07	0.1539	-	-	0.6769
SynBoost 2026.03	0.158	-	-	0.432
SML 2021.11	0.1581	0.9579	0.3204	-
SML 2021.11	0.1675	0.9669	0.4867	-
SML 2021.11	0.1675	0.9669	0.4867	-
SML 2023.07	0.1675	-	-	0.4867
SML 2026.07	0.1675	0.9669	0.4867	-
RbA 2026.07	0.1771	0.9526	0.5914	-
Energy 2021.11	0.1778	0.959	0.4168	-
Max Logit 2021.11	0.1826	0.9566	0.3864	-
Max Logit 2023.07	0.1826	-	-	0.3864
SML 2026.03	0.205	-	-	0.521
Entropy 2021.11	0.2331	0.9314	0.2677	-
Entropy 2023.07	0.2331	-	-	0.2677
MSP 2021.11	0.2399	0.9236	0.1909	-
Max Softmax 2023.07	0.2399	-	-	0.1909
Energy 2021.11	0.2502	0.9352	0.1922	-
Max Logit 2021.11	0.2549	0.9327	0.1889	-
Synboost 2021.11	0.2559	0.9587	0.6644	-
SynBoost 2026.07	0.2559	0.9587	0.6644	-
MaxLogit 2021.11	0.285	0.928	0.2799	-
Max Logit 2021.11	0.285	0.928	0.2799	-
MaxLogit 2026.07	0.285	0.928	0.2799	-
RAAS 2026.07	0.3163	0.9508	0.6535	-
RAAS + OOD prompts 2026.07	0.3163	0.9508	0.6535	-
Entropy 2021.11	0.3171	0.9028	0.1519	-
MSP 2021.11	0.3255	0.8926	0.1184	-
Entropy 2021.11	0.3374	0.8999	0.2178	-
SynthCP 2021.11	0.3402	0.899	0.2322	-
SynthCP 2021.11	0.3402	0.899	0.2322	-
SynthCP 2023.07	0.3402	-	-	0.2322
MSP 2021.11	0.341	0.8894	0.1424	-
MSP 2021.11	0.341	0.8894	0.1424	-
MSP 2026.07	0.341	0.8894	0.1424	-
Energy 2021.11	0.3732	0.9128	0.3166	-
Energy 2023.07	0.3732	-	-	0.3166
Entropy 2026.03	0.397	-	-	0.154
MSP 2026.03	0.398	-	-	0.129
Maskomaly 2026.07	0.4085	0.9413	0.5306	-
Synboost 2021.11	0.4771	0.9203	0.4844	-
SynBoost 2023.07	0.4771	-	-	0.4844
ODIN 2026.03	0.624	0.894	-	0.823