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Papers Benchmarks Datasets Tasks

2D Navigation Value Function Prediction research benchmarks · SOTA2 Research

2D Navigation Value Function Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

City Streets OOD (test)

10.8L2 Error

7

Jun 4, 2026

HouseExpo OOD (test)

8.1L2 Error

7

Jun 4, 2026

Maze OOD (test)

7.4L2 Error (%)

7

Jun 4, 2026

Disk OOD (test)

2.8L2 Error

7

Jun 4, 2026

Square OOD (test)

2.1L2 Error

7

Jun 4, 2026

City Streets ID (test)

6.5L2 Error

7

Jun 4, 2026

HouseExpo ID (test)

5.6L2 Error

7

Jun 4, 2026

3.7L2 Error

7

Jun 4, 2026

3L2 Error

7

Jun 4, 2026

Square ID (test)

1.5L2 Error

7

Jun 4, 2026

Popular datasets

MAZE Square HouseExpo Disk City Streets

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