Optics
Task 25 / 47
fiber_wdm_channel_power_allocation
Joint WDM channel and launch-power allocation under nonlinear crosstalk, amplifier gain ripple, and OSNR limits to maximize capacity or minimize error-related cost. Continuous power vectors reflect physical-layer networking optimization scored by link simulation outputs.
Model leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | GPT-5.4 | 100.0 |
| 2 | GLM-5 | 19.4 |
| 3 | DeepSeek V3.2 | 17.4 |
| 4 | Claude Opus 4.6 | 16.2 |
| 5 | Qwen3 Coder Next | 13.6 |
| 6 | Grok 4.20 | 13.0 |
| 7 | SEED 2.0 Pro | 10.1 |
| 8 | Gemini 3.1 Pro Preview | 0.0 |
Framework leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | Claude Opus 4.6 + OpenEvolve | 100.0 |
| 2 | GPT-OSS + ABMCTS | 63.8 |
| 3 | Claude Opus 4.6 + ABMCTS | 61.7 |
| 4 | Claude Opus 4.6 + ShinkaiEvolve | 51.1 |
| 5 | GPT-OSS + ShinkaiEvolve | 36.2 |
| 6 | GPT-OSS + OpenEvolve | 0.0 |
Score is the normalized score for this task (0–100, higher is better).