List your company

Document-grounded Question Answering on Long-Context Noise Dataset (800 samples) (test)

296ARCIP
24.5695.03165.5235.97Dec 12, 2025

Evaluation results

MethodLinks
CIPBackbone Model=GPT-4o, Prompting Strategy=Causal Prompting, Latency (s)=3.832025.1229640
RAG EnhancementBackbone Model=GPT-4o, Prompting Strategy=Retrieval-augmented generation (top-5), Latency (s)=8.342025.125112
CoTBackbone Model=GPT-4o, Prompting Strategy=Chain-of-Thought, Latency (s)=7.152025.12428
Direct PromptingBackbone Model=GPT-4o, Prompting Strategy=Standard query + context without any enhancement, Latency (s)=6.922025.12355