Text Optimization on Text Optimization Tasks Aggregate
10MTok/iterMeta-Harness
Evaluation results
| Method | Links | |
|---|---|---|
| Meta-HarnessHistory=Full, Log content=all logs and scores2026.03 | 10 | |
| TTT-DiscoverHistory=Window, Log content=prev. solution fragment2026.03 | 0.026 | |
| AlphaEvolveHistory=Window, Log content=program database + eval. scores2026.03 | 0.022 | |
| TextGradHistory=Last, Log content=textual feedback on current artifact2026.03 | 0.015 | |
| Feedback DescentHistory=Summary, Log content=comparison + textual feedback2026.03 | 0.012 | |
| GEPAHistory=Summary, Log content=reflective feedback from rollout traces2026.03 | 0.008 | |
| OPROHistory=Window, Log content=past (solution, score) pairs2026.03 | 0.002 |