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Question Answering on PopQA (Accuracy)

74.29Accuracy

Neuro-RIT

Updated 15d ago

Evaluation Results

Method	Links
Neuro-RIT 2026.04		74.29
PA-RAG 2026.04		71.08
Neuro-RIT + Reranker 2026.04		70.65
No compression 2025.03		70
No compression 2025.03		70
OSCAR-llama 2025.03		70
RALM + Reranker 2026.04		69.05
Provence 2025.03		69
OSCAR-llama 2025.03		68
OSCAR-8-Layers 2025.03		68
OSCAR-llama 2025.03		68
Neuro-RIT 2026.04		67.37
RECOMP 2025.03		67
OSCAR-8-Layers 2025.03		67
OSCAR-5-Layers 2025.03		66
PA-RAG 2026.04		65.68
InstructRAG 2026.04		64.6
PA-RAG 2026.04		64.37
Neuro-RIT 2026.04		64.15
PISCO 2025.03		64
No compression 2025.03		64
Neuro-RIT 2026.04		63.28
Neuro-RIT + RankCoT 2026.04		63.19
RALM 2026.04		62.78
InstructRAG 2026.04		62.24
RALM 2026.04		60.85
RALM + RankCoT 2026.04		60.83
RALM 2026.04		60.37
InstructRAG 2026.04		60.25
RALM 2026.04		59.8
No compression 2025.03		59
OSCAR-5-Layers 2025.03		59
RetRobust 2026.04		54.92
RetRobust 2026.04		53.24
RetRobust 2026.04		53.18
RAG 2026.02		41.3
RAG 2026.02		39.57
CDKC 2026.02		35.2
GRPO 2026.02		34.23
No RAG 2025.03		29
DictaLM 3.0 12B-Inst 2026.02		26.31
CGKE 2026.02		23.53
CDKC 2026.02		22.87
Gemma 3 12B 2026.02		22.64
GRPO 2026.02		22.53
CoT 2026.02		21.03
Vanilla SFT 2026.02		20.73
Vanilla LLM 2026.02		19.6
CGKE 2026.02		16.13
Vanilla SFT 2026.02		11.9
CoT 2026.02		11.3
Vanilla LLM 2026.02		10.07