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Papers Benchmarks Datasets Tasks

Multi-agent task completion research benchmarks · SOTA2 Research

Multi-agent task completion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HiMA-Ecom (test)

Claude3.5-sonnet

98Math Score

14

Apr 2, 2026

Overcooked Hard novel maps (seen tasks)

56.3Completion Rate

3

Feb 26, 2026

Overcooked Medium novel maps (seen tasks)

97.5Completion Rate

3

Feb 26, 2026

Overcooked Easy novel maps (seen tasks)

100Completion Rate

3

Feb 26, 2026

Multi-agent Task Scenarios (Recovery)

—

—Primary metric

0

Apr 8, 2026

Multi-agent Task Scenarios Addition

—

—Primary metric

0

Apr 8, 2026

Multi-agent Task Scenarios Dropout

—

—Primary metric

0

Apr 8, 2026

Multi-agent Task Scenarios Static

—

—Primary metric

0

Apr 8, 2026

Popular datasets

Multi-agent Task Scenarios Overcooked HiMA-Ecom

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