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Papers Benchmarks Datasets Tasks

Topic Set Expansion research benchmarks · SOTA2 Research

Topic Set Expansion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LDA-3K (Severe)

90.88AUC

10

May 29, 2026

91.24AUC

10

May 29, 2026

90.71AUC

10

May 29, 2026

LDA-3K (Overall)

90.9AUC

10

May 29, 2026

LDA-1K (severe)

70.45AUC

10

May 29, 2026

70.66AUC

10

May 29, 2026

76.05AUC

10

May 29, 2026

73.31AUC

10

May 29, 2026

86.62AUC

10

May 29, 2026

89.7AUC

10

May 29, 2026

88.45AUC

10

May 29, 2026

LDA 5K (Overall)

88.46AUC

10

May 29, 2026

Popular datasets

LDA LDA-3K LDA-1K

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