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ResearchFormerly WizWand

Accuracy Evaluation on ResearchRubrics

50.97AccuracyPass
33.581238.095642.6147.1244Apr 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PassK=8, Model=Qwen3.5-122B, Aggregation Strategy=None2026.0450.97
AggAgentK=8, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0449.36
PassK=4, Model=Qwen3.5-122B, Aggregation Strategy=None2026.0448.11
AggAgentK=4, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0446.61
PassK=2, Model=Qwen3.5-122B, Aggregation Strategy=None2026.0444.77
AggAgentK=2, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0444.49
BoNK=8, Model=Qwen3.5-122B, Aggregation Strategy=Heuristic Aggregation2026.0442.37
SolAggK=8, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0442.1
SolAggK=4, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0441.41
SolAggK=2, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0441.17
BoNK=4, Model=Qwen3.5-122B, Aggregation Strategy=Heuristic Aggregation2026.0440.88
BoNK=2, Model=Qwen3.5-122B, Aggregation Strategy=Heuristic Aggregation2026.0440.71
PassK=1, Model=Qwen3.5-122B, Aggregation Strategy=None2026.0440.5
FewToolK=2, Model=Qwen3.5-122B, Aggregation Strategy=Heuristic Aggregation2026.0440.02
FewToolK=4, Model=Qwen3.5-122B, Aggregation Strategy=Heuristic Aggregation2026.0439.77
FewToolK=8, Model=Qwen3.5-122B, Aggregation Strategy=Heuristic Aggregation2026.0439.58
SummAggK=8, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0437.47
SummAggK=4, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0436.29
SummAggK=2, Model=Qwen3.5-122B, Aggregation Strategy=LLM-based Aggregation2026.0434.25