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Knowledge Base Question Answering on T-REx WikiData (test)

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KG-R1

Updated 9d ago

Evaluation Results

Method	Links
KG-R1 2025.09		83.38
KG-R1 2025.09		80.1
PoG 2025.09		79.52
PoG 2025.09		78.75
ReknoS 2025.09		78.17
ReknoS 2025.09		77.11
ReknoS 2025.09		77.05
ToG 2025.09		77
PoG 2025.09		75.69
KG-Hopper w/Qwen-2.5-7B 2026.03		72.14
DeepSeek-R1-Distill-Llama-70B + KG 2026.03		72.04
LLaMA-3.1-8B (SFT) + KG 2026.03		70.23
GPT-4o-mini + KG 2026.03		69.7
Qwen-2.5-7B (SFT) + KG 2026.03		68.77
ToG 2025.09		67.93
LLaMA-3.1-8B + KG 2026.03		65.8
LLaMA-3.3-70B + KG 2026.03		65.42
Qwen-2.5-7B + KG 2026.03		64.21
ToG 2025.09		58.55
GPT-4o 2026.03		44.46
SC 2025.09		38.79
CoT 2025.09		37.72
RoG 2025.09		37.31
IO 2025.09		34.61
DeepSeek-R1-Distill-Llama-70B 2026.03		34.21
RoG 2025.09		32.5
Qwen-2.5-7B 2026.03		31.15
GPT-4o-mini 2026.03		26.9
IO 2025.09		26.16
SC 2025.09		26.01
CoT 2025.09		24.48
LLaMA-3.1-8B 2026.03		23
IO 2025.09		22.79
RoG 2025.09		22.37
LLaMA-3.3-70B 2026.03		20.12
SC 2025.09		20.01
CoT 2025.09		17.38