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ResearchFormerly WizWand

83 global sensemaking questions

4.87Overall ScoreKEO
3.33083.73044.134.5296Oct 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
KEOBackbone=gemma-3-it, Evaluator=Llama-3.3-it2025.104.87
Text-Chunk RAGBackbone=gemma-3-it, Evaluator=Llama-3.3-it2025.104.47
KEOBackbone=phi-4, Evaluator=Llama-3.3-it2025.104.44
KEOBackbone=mistral-nemo-it, Evaluator=Llama-3.3-it2025.104.39
Text-Chunk RAGBackbone=phi-4, Evaluator=Llama-3.3-it2025.104.33
Vanilla LLMBackbone=phi-4, Evaluator=Llama-3.3-it2025.104.32
Text-Chunk RAGBackbone=mistral-nemo-it, Evaluator=Llama-3.3-it2025.104.32
KEOBackbone=gemma-3-it, Evaluator=GPT-4o2025.104.31
Vanilla LLMBackbone=gemma-3-it, Evaluator=Llama-3.3-it2025.104.29
Vanilla LLMBackbone=mistral-nemo-it, Evaluator=Llama-3.3-it2025.104.13
Text-Chunk RAGBackbone=gemma-3-it, Evaluator=GPT-4o2025.104.12
KEOBackbone=phi-4, Evaluator=GPT-4o2025.104.09
Text-Chunk RAGBackbone=phi-4, Evaluator=GPT-4o2025.103.9
KEOBackbone=mistral-nemo-it, Evaluator=GPT-4o2025.103.87
Text-Chunk RAGBackbone=mistral-nemo-it, Evaluator=GPT-4o2025.103.84
Vanilla LLMBackbone=gemma-3-it, Evaluator=GPT-4o2025.103.7
Vanilla LLMBackbone=phi-4, Evaluator=GPT-4o2025.103.68
Vanilla LLMBackbone=mistral-nemo-it, Evaluator=GPT-4o2025.103.39