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ResearchFormerly WizWand

Knowledge Graph Question Answering on CR-LT

72.12AccuracyFiDeLiS
31.164841.797452.4363.0626May 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FiDeLiSLLM Backbone=gpt-4-turbo, Category=Prompting - LLM + KG2024.0572.12
FiDeLiSLLM Backbone=gpt-3.5-turbo, Category=Prompting - LLM + KG2024.0567.34
TOGLLM Backbone=gpt-4-turbo, Category=Prompting - LLM + KG2024.0567.24
TOGLLM Backbone=gpt-3.5-turbo, Category=Prompting - LLM + KG2024.0562.48
RoGCategory=Finetuning - LLM + KG2024.0560.32
COTLLM Backbone=gpt-4-turbo, Category=Prompting - LLM Only2024.0545.42
Few-shotLLM Backbone=gpt-4-turbo, Category=Prompting - LLM Only2024.0543.61
IOLLM Backbone=gpt-4-turbo, Category=Prompting - LLM Only2024.0537.74
COTLLM Backbone=gpt-3.5-turbo, Category=Prompting - LLM Only2024.0537.42
Few-shotLLM Backbone=gpt-3.5-turbo, Category=Prompting - LLM Only2024.0536.61
Zero-shotLLM Backbone=gpt-3.5-turbo, Category=Prompting - LLM Only2024.0532.74