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Graph Reasoning on NLGraph

97Success Rate

EGL-SCA (Full)

Updated 22d ago

Evaluation Results

Method	Links
EGL-SCA (Full) 2026.05		97
w/o Protocol-Reliability Obj 2026.05		94.5
w/o SCA Routing 2026.05		93
w/o Tool Growth 2026.05		93
w/o Instruction Evol. 2026.05		88.5
AgentSquare 2026.05		63.5
MA-GTS 2026.05		62.9
ReAct 2026.05		59
FixedSolver 2026.05		58
w/o Tool Use 2026.05		44.5
Chain-of-Thought (CoT) 2026.05		30
Direct Prompting 2026.05		24.5
GEPA 2026.05		21.5
ExpeL 2026.05		21
Reflexion 2026.05		17
Few-Shot 2026.05		15