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Novel Class Discovery research benchmarks – Page 2 · SOTA2 Research

Novel Class Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clevr-4 full-shot

66.5Texture Accuracy

4

Feb 27, 2026

SemanticKITTI KITTI-5^0

Full supervision

6.3IoU (bike)

3

Feb 26, 2026

SemanticKITTI KITTI-4^3

3.95IoU (bike)

2

Feb 26, 2026

SemanticKITTI KITTI-5^2

8.26IoU (bike)

2

Feb 26, 2026

SemanticKITTI KITTI-5

7.53IoU (bike)

2

Feb 26, 2026

Herbarium19 (test)

45Accuracy

2

Feb 26, 2026

FGVC-Aircraft (test)

45.7Accuracy

2

Feb 26, 2026

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