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Knowledge Base Question Answering on WebQuestion

86.02Hits@1

KG-Reasoner

Updated 3d ago

Evaluation Results

Method	Links
KG-Reasoner 2026.04		86.02
PoG with GPT-4 2026.04		84.7
GraSP 2026.04		84.3
KBQA-o1 2026.04		82.5
KBQA-o1 2026.04		81.6
iQUEST 2026.04		81.2
GPT-4o-mini + KG 2026.04		81.02
LMP 2026.04		80.4
DeepSeek-R1-Distill-Llama-70B + KG 2026.04		75.8
ToG 2026.04		72.8
LLaMA-3.3-70B + KG 2026.04		72.6
FlexKBQA 2026.04		68.9
DeepSeek-R1-Distill-Llama-70B 2026.04		68.84
KG-CoT with GPT 4 2026.04		68
GPT-4o 2026.04		64.79
Qwen-2.5-7B (SFT) + KG 2026.04		61.42
LLaMA-3.1-8B (SFT) + KG 2026.04		60
LLaMA-3.3-70B 2026.04		59.73
ToG with GPT 4 2026.04		57.9
GPT-4o-mini 2026.04		57.26
LLaMA-3.1-8B + KG 2026.04		57.05
Qwen-2.5-7B + KG 2026.04		56.33
LLaMA-3.1-8B 2026.04		45.88
Qwen-2.5-7B 2026.04		44.23