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Regression on NYC Taxi Fare Prediction

20.94Leaderboard PercentileHierarchical MCTS
-0.83764.816210.4716.1238Nov 29, 2025

Evaluation results

MethodLinks
Hierarchical MCTSBase Model=GPT-4.1-mini2025.1120.94
Hierarchical MCTSBase LLM=GPT-4o2025.1119.66
LATSBase LLM=GPT-4o2025.119.23
ReActBase Model=GPT-4.1-mini2025.110
LATSBase Model=GPT-4.1-mini2025.110
MCTS-OutcomeBase Model=GPT-4.1-mini2025.110
MCTS-ShapedBase Model=GPT-4.1-mini2025.110
ReActBase LLM=GPT-4o2025.110
MCTS-OutcomeBase LLM=GPT-4o2025.110
MCTS-ShapedBase LLM=GPT-4o2025.110