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Papers Benchmarks Datasets Tasks

World-state tracking research benchmarks · SOTA2 Research

World-state tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ToolDAGWorld Procedural

49.1World-State Accuracy (AH)

4

Jul 1, 2026

Combined (all envs)

EnvProbe-Simple

37.1World-State Accuracy (AH)

2

Jul 1, 2026

GraphNavWorld Spatial (Graph+Object)

EnvProbe-Simple

34.1World-State Accuracy (AH)

2

Jul 1, 2026

Popular datasets

Combined ToolDAGWorld GraphNavWorld

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