ML Research Wiki / Benchmarks / Few-Shot Learning / PubMedQA

PubMedQA

Few-Shot Learning Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Accuracy

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Model	Paper	Accuracy	Date	Actions
MetaGen Blended RAG (zero-shot)	MetaGen Blended RAG: Higher Accuracy for Domain-S…	77.90	2025-05-23
CoT-T5-11B (1024 Shot)	The CoT Collection: Improving Zero-shot and Few-s…	73.42	2023-05-23

Rank	Model	Paper	Accuracy	Date	Code
1	MetaGen Blended RAG (zero-shot)	MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning	77.90	2025-05-23	📦 ibm-self-serve-assets/metagen-blended-rag
2	CoT-T5-11B (1024 Shot)	The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning	73.42	2023-05-23	📦 kaistai/cot-collection 📦 kaist-lklab/cot-collection

2025

MetaGen Blended RAG (zero-shot)

ibm-self-serve-assets/metagen-blended-rag

2023

CoT-T5-11B (1024 Shot)

kaistai/cot-collection kaist-lklab/cot-collection