Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

MOS dataset and benchmarks · SOTA2 Research

Research Datasets

MOS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Out-of-Distribution Detection

MOS benchmark

1.65FPR95 (iNaturalist)

22

Shadow Detection

MOS (test)

0.058MAE

14

Amortised Sampling

MoS d = 50

1,477.04Sinkhorn Cost

13

Learning Continuous Target Distributions

MoS d = 50

353.05Sinkhorn Cost

11

MOS (8,6)

8Returns

6

MOS(7,5)

11.2Returns

6

MOS (6,4)

14.5Returns

6

Popular tasks

POMDP Planning Out-of-Distribution Detection Shadow Detection Learning Continuous Target Distributions Amortised Sampling

Follow for updates

Join SOTA2 Contact