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Papers Benchmarks Datasets Tasks

Base-to-new class generalization research benchmarks · SOTA2 Research

Base-to-new class generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ShapeNetCore V2 (test)

94.82Base Score

14

Jun 18, 2026

ScanObjectNN S-OBJ_ONLY (test)

84.05Base Accuracy

14

Jun 18, 2026

ScanObjectNN S-PB_T50_RS (test)

76Base Class Accuracy

14

Jun 18, 2026

97.17Base Accuracy

8

Jun 18, 2026

ScanObjectNN S-OBJ_BG (test)

80.1Base Score

6

Feb 27, 2026

ModelNet40 (test)

95.3Base Accuracy

6

Feb 27, 2026

Average over 5 datasets (test)

83.18Base Accuracy

6

Feb 27, 2026

Average over 5 datasets v1 (test)

—

—Base Class Accuracy

0

Feb 26, 2026

Popular datasets

ScanObjectNN ModelNet Average ShapeNetCore

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