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Concept Retrieval research benchmarks · SOTA2 Research

Concept Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ELSST concept retrieval synthetic (test)

98.3MRR

7

Feb 26, 2026

100P@10 (Streaks)

3

Feb 26, 2026

K principal concept identification

5.88Path Similarity

2

Feb 26, 2026

K principal concept identification

4.36Path Similarity

2

Feb 26, 2026

K principal concept identification

6.07Path Similarity

2

Feb 26, 2026

Simulator-Generated Reference Concepts (test)

65.87Rank-1 Accuracy

1

Feb 26, 2026

Popular datasets

CIFAR Derm7pt STL Simulator-Generated Reference Concepts ELSST

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