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MOS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Out-of-Distribution DetectionMOS benchmark
FPR95 (iNaturalist)1.65
22
Shadow DetectionMOS (test)
MAE0.058
14
Amortised SamplingMoS d = 50
Sinkhorn Cost1,477.04
13
Learning Continuous Target DistributionsMoS d = 50
Sinkhorn Cost353.05
11
POMDP PlanningMOS (8,6)
Returns8
6
POMDP PlanningMOS(7,5)
Returns11.2
6
POMDP PlanningMOS (6,4)
Returns14.5
6
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