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Papers Benchmarks Datasets Tasks

Market research data augmentation research benchmarks · SOTA2 Research

Market research data augmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Vaccine dataset m=200

GPT-4o Fine-tuned

24.86Data Size Saving (%)

10

Apr 20, 2026

Vaccine dataset m=150

GPT-4o Fine-tuned

50.2Data Size Saving (%)

10

Apr 20, 2026

Vaccine dataset m=100

GPT-4o Fine-tuned

58.04Data Size Saving (%)

10

Apr 20, 2026

Vaccine dataset m=50

GPT-4o Fine-tuned

79.81Data Size Saving (%)

10

Apr 20, 2026

Popular datasets

Vaccine dataset Vaccine

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