Optics
Task 22 / 47
adaptive_temporal_smooth_control
Adaptive optics control balancing temporal smoothness of DM commands against correction quality—reducing high-frequency actuator chatter while tracking wavefront error. Optimizing control time series reflects temporal constraints in closed-loop AO hardware.
Model leaderboard
Updated v1 results · 2026-09-15 · raw score, higher is better.
| # | Participant | Raw score | Medal |
|---|---|---|---|
| 1 | Qwen3 Coder Next | 0.8421 | Gold |
| 1 | Seed 2.0 Pro | 0.8421 | Gold |
| 3 | Grok 4.20 | 0.842 | Bronze |
| 4 | Claude Opus 4.6 | 0.8419 | — |
| 4 | DeepSeek V3.2 | 0.8419 | — |
| 4 | Gemini 3.1 Pro Preview | 0.8419 | — |
| 7 | GPT-5.4 | 0.84188041 | — |
| 8 | GLM-5 | 0.8417 | — |
Framework results · original paper
Historical results from the original evaluators · normalized score (0–100).
| # | Participant | Score |
|---|---|---|
| 1 | GPT-OSS + OpenEvolve | 100.0 |
| 2 | Claude Opus 4.6 + OpenEvolve | 90.9 |
| 3 | GPT-OSS + ShinkaiEvolve | 81.8 |
| 4 | Claude Opus 4.6 + ShinkaiEvolve | 13.6 |
| 5 | Claude Opus 4.6 + ABMCTS | 4.5 |
| 6 | GPT-OSS + ABMCTS | 0.0 |
Model results use the updated scores and medal thresholds. No valid score earns zero medal credit. Historical framework scores use the original evaluators and have not been updated alongside the model results.