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Papers Benchmarks Datasets Tasks

Zones dataset and benchmarks · SOTA2 Research

Research Datasets

Zones

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

LTL Instruction Following

Zones Infinite-horizon (full)

914µacc

14

Traffic Flow Prediction (Motor Vehicle)

350 zones

0.119RMSE

12

LTL-guided Reinforcement Learning

Zones Finite-horizon (test)

98Success Rate

10

LTL-guided Reinforcement Learning

Zones Infinite-horizon (test)

914µacc

7

Traffic Flow Prediction (Public Transit)

350 zones

0.112RMSE

6

LTL-guided Reinforcement Learning

Zones Infinite-horizon v1 (test)

—Accuracy (µacc)

0

LTL-guided Reinforcement Learning

Zones Finite-horizon v1 (test)

—SR

0

LTL Instruction Following

Zones Infinite-horizon

—µAcc

0

LTL Instruction Following

Zones Finite-horizon

—Success Rate

0

Popular tasks

LTL-guided Reinforcement Learning LTL Instruction Following Traffic Flow Prediction (Motor Vehicle)Traffic Flow Prediction (Public Transit)

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