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Papers Benchmarks Datasets Tasks

Texture Recognition research benchmarks · SOTA2 Research

Texture Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GelNeuro 15-class

96.3Accuracy (15 cls.)

1

Jul 7, 2026

Texture Dataset 20-class

Taunyazov et al.

94.6Accuracy

1

Jul 7, 2026

NeuroTac 10-class Texture Dataset

Xu et al. (NeuroTac)

87.33Accuracy (10 cls)

1

Jul 7, 2026

NeuroTac 11-class Texture Dataset

Brayshaw et al. (NeuroTac)

94Accuracy (11 classes)

1

Jul 7, 2026

Li and Adelson GelSight 40-class Texture Dataset

Li and Adelson (GelSight)

99.79Accuracy (40 classes)

1

Jul 7, 2026

Popular datasets

NeuroTac Texture Dataset Li and Adelson GelSight Texture Dataset Texture Dataset GelNeuro

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