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Knowledge Base Question Answering on QALD en Freebase 10 (test)

74.28Hits@1

KG-Hopper w/Qwen-2.5-7B

Updated 2mo ago

Evaluation Results

Method	Links
KG-Hopper w/Qwen-2.5-7B 2026.03		74.28
GPT-4o-mini + KG 2026.03		72.86
LLaMA-3.3-70B + KG 2026.03		71.78
DeepSeek-R1-Distill-Llama-70B + KG 2026.03		66.1
Qwen-2.5-7B (SFT) + KG 2026.03		65.18
LLaMA-3.1-8B (SFT) + KG 2026.03		59.63
Qwen-2.5-7B + KG 2026.03		56.54
GPT-4o 2026.03		56.2
LLaMA-3.3-70B 2026.03		56
LLaMA-3.1-8B + KG 2026.03		55.73
GPT-4o-mini 2026.03		51.98
DeepSeek-R1-Distill-Llama-70B 2026.03		43.1
Qwen-2.5-7B 2026.03		41.88
LLaMA-3.1-8B 2026.03		40.25