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Classification on Porto Seguro Safe Driver Prediction

17.01Leaderboard PercentileMCTS-Shaped
-0.68043.91238.50513.0977Nov 29, 2025

Evaluation results

MethodLinks
MCTS-ShapedBase Model=GPT-4.1-mini2025.1117.01
Hierarchical MCTSBase Model=GPT-4.1-mini2025.1117.01
LATSBase LLM=GPT-4o2025.115.34
ReActBase Model=GPT-4.1-mini2025.110
LATSBase Model=GPT-4.1-mini2025.110
MCTS-OutcomeBase Model=GPT-4.1-mini2025.110
ReActBase LLM=GPT-4o2025.110
MCTS-OutcomeBase LLM=GPT-4o2025.110
MCTS-ShapedBase LLM=GPT-4o2025.110
Hierarchical MCTSBase LLM=GPT-4o2025.110