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Papers Benchmarks Datasets Tasks

Relevance Classification research benchmarks · SOTA2 Research

Relevance Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Six entity-pair tasks T1-T6 (test)

89.96Overall Score

17

Jun 24, 2026

68.1ACC

13

Feb 26, 2026

69.72Accuracy

13

Feb 26, 2026

70.23Accuracy

13

Feb 26, 2026

AliExpress (test)

68.36Accuracy

13

Feb 26, 2026

98.54Highly Relevant Precision

6

Feb 26, 2026

Relevance classification (test)

88.9Accuracy

5

Jun 25, 2026

Pailitao-VL (test)

Pailitao-VL-Reranker-List

74.28Instance Precision

5

Feb 26, 2026

Chinese Conversational AI Financial Services (test)

95Accuracy

4

Feb 26, 2026

Popular datasets

ESCI AliExpress Chinese Conversational AI AR-Med ESCI-JP

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