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

Robustness research benchmarks · SOTA2 Research

Robustness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

42.5mCE

30

May 21, 2026

CIFAR-100 1.0 (test)

64.11Clean Accuracy

24

Jul 7, 2026

61.01R-Bench Dis Metric

13

Jun 1, 2026

87.97RR

9

Feb 26, 2026

ImageNet-C (val)

40.78mCE

9

Feb 26, 2026

58.5Error Rate

8

Feb 26, 2026

44.3Error Rate

8

Feb 26, 2026

77.6Mean Corruption Error (mCE)

5

May 21, 2026

mini-ImageNet-C

66.69Robustness Accuracy

4

Jun 19, 2026

Object-centric (test)

0.3Hamming Distance (x100)

4

Feb 26, 2026

MIPNeRF-360 unseen views 2 (test)

1.2Hamming Distance (x100)

4

Feb 26, 2026

NeRF unseen views 49 (test)

1.1Hamming Distance (x100)

4

Feb 26, 2026

GPT-4o-mini responses Robustness

63.11GaaA Win Rate

3

Apr 10, 2026

ImageNet Robustness (IN-A, IN-R, IN-S, IN-C)

47.9Average Score

3

Feb 26, 2026

CIFAR-10 (test)

39.06PGD Robustness

2

Mar 13, 2026

Popular datasets

ImageNet CIFAR NeRF ImageNet-C R-Bench

Follow for updates

Join SOTA2 Contact