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

Scene Classification research benchmarks – Page 3 · SOTA2 Research

Scene Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Places2 challenge ILSVRC 2015 (test)

0.169Top-5 Error

7

Feb 26, 2026

99.5Accuracy

7

Feb 26, 2026

64.9Accuracy

6

Feb 26, 2026

BigEarthNet 100% (train)

92.9mAP

6

Feb 26, 2026

98.7Overall Accuracy

6

Feb 26, 2026

85.9OA

6

Feb 26, 2026

BigEarthNet 100%

82.7mAP

6

Feb 26, 2026

LINet + prog. MD

50.8Accuracy (Fusion)

5

Jul 1, 2026

78.8bAcc

5

Feb 26, 2026

80Accuracy

5

Feb 26, 2026

TransNAS-Bench-101 Macro Scene

0.91Spearman Rho

4

Feb 26, 2026

TransNAS-Bench-101 Micro Scene

0.79Spearman Rho

4

Feb 26, 2026

70.03Accuracy

4

Feb 27, 2026

xBD Temporal Set 1

96.37Accuracy

4

Feb 27, 2026

BigEarthNet RGB

68.82Accuracy

4

Feb 27, 2026

96.21Accuracy

4

Feb 27, 2026

88.76Accuracy

4

Feb 27, 2026

BEN-MM fine-tuning 100% (train)

92.21mAP

4

Feb 26, 2026

49.73bAcc

4

Feb 26, 2026

0.68Accuracy

4

Feb 26, 2026

98Accuracy

3

Jul 8, 2026

69.2Accuracy

3

Mar 20, 2026

SUN-D (1,000 images)

38.4Accuracy

3

Mar 9, 2026

NYU-D (1,000 images)

67Accuracy

3

Mar 9, 2026

Places-LT 1.0 (test)

38.66Top-1 Accuracy

3

Feb 26, 2026

Page 3 of 4

Popular datasets

AID Places EuroSAT BigEarthNet RESISC

Follow for updates

Join SOTA2 Contact