Optics
Task 24 / 47
fiber_mcs_power_scheduling
Joint MCS and transmit-power scheduling for optical links under time-varying channels or traffic, choosing discrete modulation orders and power levels subject to BLER or latency constraints. Mixed discrete–continuous control mirrors link adaptation in optical access and coherent systems.
Model leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | GPT-5.4 | 100.0 |
| 2 | Claude Opus 4.6 | 96.9 |
| 3 | GLM-5 | 94.5 |
| 4 | SEED 2.0 Pro | 94.5 |
| 5 | DeepSeek V3.2 | 33.7 |
| 6 | Gemini 3.1 Pro Preview | 15.7 |
| 7 | Grok 4.20 | 4.6 |
| 8 | Qwen3 Coder Next | 0.0 |
Framework leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | Claude Opus 4.6 + OpenEvolve | 100.0 |
| 2 | Claude Opus 4.6 + ABMCTS | 100.0 |
| 3 | Claude Opus 4.6 + ShinkaiEvolve | 97.4 |
| 4 | GPT-OSS + ShinkaiEvolve | 50.0 |
| 5 | GPT-OSS + OpenEvolve | 0.0 |
| 6 | GPT-OSS + ABMCTS | 0.0 |
Score is the normalized score for this task (0–100, higher is better).