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Sequential Planning research benchmarks · SOTA2 Research

Sequential Planning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100Score (L=8)

12

Feb 26, 2026

99Success Rate (Length 16)

12

Feb 26, 2026

Visual Spatial Planning (VSP) FrozenLake

100VSP FrozenLake Success Rate (Level 3)

12

Feb 26, 2026

Multi-agent + sequential

39.1Performance Change vs. SAS

1

Jul 7, 2026

Popular datasets

MAZE Plancraft Visual Spatial Planning VSP-Super

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