Share your thoughts, 1 month free Claude Pro on usSee more

Knowledge Base Question Answering on CWQ (ComplexWebQuestions)

82.6Hits@1 Accuracy

GraSP

Updated 3d ago

Evaluation Results

Method	Links
GraSP 2026.04		82.6
LMP 2026.04		82.2
Chain-of-Question 2026.04		78.8
KG-Reasoner 2026.04		78.14
PoG with GPT-4 2026.04		75
iQUEST 2026.04		73.8
KG-Agent 2026.04		72.2
KG-Agent 2026.04		72.2
KBQA-o1 2026.04		72
ToG 2026.04		69.5
ToG with GPT 4 2026.04		67.6
Readi with GPT-4 2026.04		67
KBQA-o1 2026.04		67
RoG 2026.04		62.6
KG-CoT with GPT 4 2026.04		62.3
LightPROF (LLaMA3-8B) 2026.04		59.3
GPT-4o-mini + KG 2026.04		54.35
DeepSeek-R1-Distill-Llama-70B + KG 2026.04		52.38
Qwen-2.5-7B (SFT) + KG 2026.04		51.84
LLaMA-3.1-8B (SFT) + KG 2026.04		47.4
FlexKBQA 2026.04		46.2
LLaMA-3.1-8B + KG 2026.04		45.64
Qwen-2.5-7B + KG 2026.04		44.82
LLaMA-3.3-70B + KG 2026.04		44
Interactive-KBQA (13B) 2026.04		42.5
GPT-4o-mini 2026.04		42.32
GPT-4o 2026.04		41.77
Interactive-KBQA (7B) 2026.04		39.9
LLaMA-3.3-70B 2026.04		37.2
LLaMA-3.1-8B 2026.04		32.33
DeepSeek-R1-Distill-Llama-70B 2026.04		31.92
Qwen-2.5-7B 2026.04		31.25