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Papers Benchmarks Datasets Tasks

Monotone Optimisation research benchmarks · SOTA2 Research

Monotone Optimisation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UMa Unlimited data regime

-0.75P-Obj Score

8

Feb 26, 2026

Power-law Unlimited data regime

-0.57P-Obj Score

8

Feb 26, 2026

Multiplicative Unlimited data regime

0.163P-Obj Score

8

Feb 26, 2026

Quadratic Unlimited data regime

0.059P-Obj

8

Feb 26, 2026

UMa Limited data regime

-0.75P-Obj

5

Feb 26, 2026

Power-law Limited data regime

-1.65P-Obj.

5

Feb 26, 2026

Multiplicative Limited data regime

0.163P-Obj.

5

Feb 26, 2026

Quadratic Limited data regime

0.056P-Obj.

5

Feb 26, 2026

Popular datasets

Quadratic Multiplicative Power-law UMa

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