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Papers Benchmarks Datasets Tasks

Long-horizon Task Execution research benchmarks · SOTA2 Research

Long-horizon Task Execution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Minecraft Long-horizon Tasks

100Wood

15

Feb 26, 2026

LongAct Bench (detailed split)

59GC (Avg)

7

May 15, 2026

Red Dead Redemption 2 (RDR2)

56.4Success Rate (SR)

6

May 19, 2026

Long-horizon complex tasks (test)

100Success Rate

3

Apr 21, 2026

Popular datasets

Minecraft Long-horizon complex tasks LongAct Bench Red Dead Redemption

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