# Constrained Online Convex Optimization on COCO (Specific Conditions)

Source: [Constrained Online Convex Optimization on COCO (Specific Conditions)](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-07-01T08:01:20.790Z

Evaluation of Constrained Online Convex Optimization algorithms on the COCO setting, focusing on performance across specific adversarial, stochastic, and constraint-free scenarios.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Constrained Online Convex Optimization |
| Dataset (including any stated split) | Constrained Online Convex Optimization (COCO) |
| Metric | Stochastic Performance (Exp.) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 0 of 0 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Stochastic Performance (Exp.)](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions.md?metric=Stochastic%20Performance%20(Exp.)>): Lower is better; unit: SCALAR.

- [Stochastic Performance (H.P.)](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions.md?metric=Stochastic%20Performance%20(H.P.)>): Lower is better; unit: SCALAR.

- [Adversarial Performance](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions.md?metric=Adversarial%20Performance>): Lower is better; unit: SCALAR.

- [Performance w/o Slater Condition](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions.md?metric=Performance%20w%2Fo%20Slater%20Condition>): Lower is better; unit: SCALAR.

- [Specific Constraint Metric (S.C.)](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions.md?metric=Specific%20Constraint%20Metric%20(S.C.)>): Lower is better; unit: SCALAR.

- [Anytime Performance](<https://www.sota2.com/research/sota/constrained-online-convex-optimization-on-coco-specific-conditions.md?metric=Anytime%20Performance>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Stochastic Performance (Exp.) | Result date | Report paper |
| --- | --- | --- | --- |

Page 1 of 1. This is an index page, not the full collection.
