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Papers Benchmarks Datasets Tasks

Multi-agent contract design approximation research benchmarks · SOTA2 Research

Multi-agent contract design approximation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sub-additive Reward Functions

Sub-additive O(n)-approximation (Remark 4.12)

1Lower Bound

2

Mar 4, 2026

XOS Reward Functions

XOS O(n)-approximation

1Lower Bound

1

Mar 4, 2026

Super-modular Reward Functions

—

—Primary metric

0

Mar 4, 2026

Sub-modular Reward Functions

—

—Primary metric

0

Mar 4, 2026

GS (Gross Substitutes) Reward Functions

—

—Primary metric

0

Mar 4, 2026

Additive Reward Functions

—

—Primary metric

0

Mar 4, 2026

Popular datasets

Additive Reward Functions GS Reward Functions Sub-modular Reward Functions XOS Reward Functions Sub-additive Reward Functions

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