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

NINCO dataset and benchmarks · SOTA2 Research

Research Datasets

NINCO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Out-of-Distribution Detection

NINCO

87.31AUROC

92

NINCO

46.22FPR95

57

Out-of-Distribution Detection

NINCO (test)

67.48AUROC

42

Classification and OOD Detection

NINCO-C severity = 5 (test)

61.5Accuracy

13

Online Continual Test-Time Adaptation

NINCO-C severity 5

62.1Accuracy (ACC)

13

NINCO (test)

94.98AUROC

11

Noisy Test-time Adaptation

NINCO

59.81Accuracy (S)

8

Out-of-Distribution Detection

NINCO Near-OOD

43.86FPR95

3

Popular tasks

Out-of-Distribution Detection OOD Detection Online Continual Test-Time Adaptation Classification and OOD Detection Noisy Test-time Adaptation

Follow for updates

Join SOTA2 Contact