# Self-optimization

Source: [Self-optimization](<https://www.sota2.com/research/task/self-optimization>)

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

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.



## Benchmarks

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

- [Self-optimization on OPT-BENCH-ML](<https://www.sota2.com/research/sota/self-optimization-on-opt-bench-ml.md>): Self-optimization; OPT-BENCH-ML.

- [Iterative Self-Optimization on OPT-BENCH-ML 20 steps 1.0](<https://www.sota2.com/research/sota/iterative-self-optimization-on-opt-bench-ml-20-steps-1-0.md>): Iterative Self-Optimization; OPT-BENCH-ML 20 steps 1.0.

- [Iterative Self-Optimization on OPT-BENCH ML environments 10 steps 1.0](<https://www.sota2.com/research/sota/iterative-self-optimization-on-opt-bench-ml-environments-10-steps-1-0.md>): Iterative Self-Optimization; OPT-BENCH ML environments 10 steps 1.0.

- [Iterative Self-Optimization on OPT-BENCH 5 steps 1.0 (ML environments)](<https://www.sota2.com/research/sota/iterative-self-optimization-on-opt-bench-5-steps-1-0-ml-environments.md>): Iterative Self-Optimization; OPT-BENCH 5 steps 1.0 (ML environments).