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Question Answering on HotpotQA (Acc)

90.38Accuracy

DMoA

Updated 26d ago

Evaluation Results

Method	Links
DMoA 2026.05		90.38
AFlow 2026.05		90.04
STEER 2026.05		89.35
SpecReason 2026.05		88.29
G-Designer 2026.05		87.66
SafeSieve 2026.05		87.22
ARG-Designer 2026.05		86.45
GPTSwarm 2026.05		85.4
LLM-Debate 2026.05		84.55
Random Graph 2026.05		84.28
MoA 2026.05		84.02
Star 2026.05		83.52
Complete Graph 2026.05		83.35
AutoGen 2026.05		83.25
Vanilla 2026.05		82.35
SC 2026.05		82.24
Tree 2026.05		81.5
CoT 2026.05		81.04
Chain 2026.05		80.77
FE-SFT & FC-RL 2026.06		59
FE-SFT & RL 2026.06		57
FE-SFT & RL* 2026.06		55.4
State-SFT & RL† 2026.06		55.2
IWM & RL 2026.06		55
State-SFT & RL‡ 2026.06		54.6
SFT & RL* 2026.06		53.8
SFT & RL 2026.06		53.6
IWM 2026.06		46
FE-SFT 2026.06		45.8
SFT* 2026.06		44.8
SFT 2026.06		44.6
Naive RAG 2026.03		43.56
RePlug 2026.03		43.12
Naive RAG 2026.03		42.33
FE-SFT* 2026.06		42.2
RePlug 2026.03		42.12
Naive RAG 2026.03		41.99
RePlug 2026.03		41.97
Naive RAG 2026.03		41.13
RePlug 2026.03		41.13
FLARE 2026.03		32.12
FLARE 2026.03		31.25
Self-RAG 2026.03		31.04
FLARE 2026.03		30.18
FLARE 2026.03		29.82
Self-RAG 2026.03		29.33
Self-RAG 2026.03		28.73
Self-RAG 2026.03		27.49
No Retrieval 2026.03		24.28
No Retrieval 2026.03		23.9