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Exact Match Evaluation on Multi-Hop Question Answering on Bamboogle

48Exact Match

Agentic-R

Updated 4d ago

Evaluation Results

Method	Links
Agentic-R 2026.01		48
E5 2026.01		44
E5 2026.01		44
BGE 2026.01		42.4
TSPO 2026.01		41.6
REPLUG 2026.01		41.6
REPLUG 2026.01		41.6
Agentic-R 2026.01		41.6
REPLUG 2026.01		41.6
Agentic-R 2026.01		41.6
SCARLet 2026.01		40.8
LLM-Embedder 2026.01		40.8
E5 2026.01		40.8
StepSearch 2026.01		40
BAR-RAG 2026.02		39.6
BAR-RAG 2026.02		39.1
BGE 2026.01		38.4
Search-R1 2026.01		36.8
CoDA-Base 2025.12		36.8
BAR-RAG 2026.02		36.7
ReasonRAG 2026.01		36
LLM-Embedder 2026.01		36
Rejection Sampling 2026.01		35.5
SCARLet 2026.01		35.19
SCARLet 2026.01		35.19
BGE 2026.01		34.4
LLM-Embedder 2026.01		33.6
BAR-RAG 2026.02		33.3
TSPO 2026.01		32.8
BAR-RAG 2026.02		32.8
StepSearch 2026.01		32.4
Search-o1 2026.01		32
Search-o1 2025.12		32
AutoRefine-Base 2025.12		32
M3PO 2025.12		31.2
BAR-RAG 2026.02		30.4
Search-o1 2026.01		29.6
Search-o1 2025.12		29.6
HRPO 2025.12		29.6
R1-instruct 2026.01		29.3
ZeroSearch 2026.01		27.8
GRPO 2025.12		27.2
RAG SFT 2026.02		27.1
BAR-RAG 2026.02		26.8
Search-R1 2026.01		26.4
BAR-RAG 2026.02		26.3
IRCoT 2026.02		24.5
RAG SFT 2026.02		24.3
IRCoT 2026.01		24
PPO 2025.12		24
IRCoT 2026.02		24
BAR-RAG 2026.02		24
IRCoT 2025.12		24
CoT 2025.12		23.2
M3PO 2025.12		23.2
CoT 2026.02		23.2
IRCoT 2026.01		22.4
IRCoT 2025.12		22.4
IRCoT 2026.02		22.4
R1-Base 2025.12		22.4
HRPO 2025.12		21.6
Rejection Sampling 2026.01		21
RAG 2026.01		20.8
RAG 2025.12		20.8
RAG w/Reranker 2026.02		19.5
R1-instruct 2026.01		19.2
R1-Instruct 2025.12		19.2
RAG w/Reranker 2026.02		18.7
PPO 2025.12		18.4
RAG 2026.02		17.6
CoT 2026.02		16.3
RAG 2026.02		16
ReasonRAG 2026.01		13.6
RAG SFT 2026.02		13.5
ReSearch-Base 2025.12		12.8
Search-R1-Base 2025.12		12.8
Direct Inference 2026.01		12
QA 2025.12		12
GRPO 2025.12		12
Direct Inference 2026.02		12
SFT 2026.01		11.2
SFT 2026.01		11.2
SFT 2025.12		11.2
SFT 2025.12		11.2
ZeroSearch 2026.01		11.1
RAG w/Reranker 2026.02		10.4
Direct Inference 2026.02		8.8
RAG 2026.01		8
RAG 2025.12		8
RAG 2026.02		8
Naive RAG 2025.12		8
RAG 2025.12		7.2
Direct Inference 2026.01		2.4
SFT 2025.12		2.4
Direct Inference 2026.02		2.4
Direct Generation 2025.12		2.4
CoT 2026.02		0