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
| # | Participant | Score |
|---|---|---|
| 1 | SEED 2.0 Pro | 100.0 |
| 2 | Qwen3 Coder Next | 100.0 |
| 3 | Grok 4.20 | 75.0 |
| 4 | Claude Opus 4.6 | 50.0 |
| 5 | DeepSeek V3.2 | 50.0 |
| 6 | Gemini 3.1 Pro Preview | 50.0 |
| 7 | GPT-5.4 | 45.1 |
| 8 | GLM-5 | 0.0 |
Framework leaderboard
| # | 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 |
Score is the normalized score for this task (0–100, higher is better).