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ResearchFormerly WizWand

Insight-level Evaluation on SCOpE-QA LLM as Agents collection

4.35Insight ScoreINSIGHTGEN
1.40682.17092.9353.6991Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator Model=Gemini-1.5-Flash2026.044.35
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator Model=Gemini-1.5-Flash2026.044.05
INSIGHTGENTarget Model=GPT-4o, Evaluator Model=Gemini-1.5-Flash2026.044.04
FAISSTarget Model=GPT-4o, Evaluator Model=Gemini-1.5-Flash2026.043.73
Direct GPTTarget Model=GPT-4o, Evaluator Model=Gemini-1.5-Flash2026.043.67
FAISS+COTTarget Model=GPT-4o, Evaluator Model=Gemini-1.5-Flash2026.043.56
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator Model=Gemini-1.5-Flash2026.043.51
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator Model=Gemini-1.5-Flash2026.043.29
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator Model=Claude-3-Sonnet2026.043.29
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator Model=Gemini-1.5-Flash2026.043.25
INSIGHTGENTarget Model=GPT-4o, Evaluator Model=Claude-3-Sonnet2026.043.18
GPT+COTTarget Model=GPT-4o, Evaluator Model=Gemini-1.5-Flash2026.043.08
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator Model=Claude-3-Sonnet2026.042.71
GPT+COTTarget Model=GPT-4o, Evaluator Model=Claude-3-Sonnet2026.042.54
FAISSTarget Model=GPT-4o, Evaluator Model=Claude-3-Sonnet2026.042.53
FAISS+COTTarget Model=GPT-4o, Evaluator Model=Claude-3-Sonnet2026.042.34
Direct GPTTarget Model=GPT-4o, Evaluator Model=Claude-3-Sonnet2026.042.17
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator Model=Claude-3-Sonnet2026.042.07
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator Model=Claude-3-Sonnet2026.042.05
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator Model=Claude-3-Sonnet2026.041.52