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
Updated v1 results · 2026-09-15 · raw score, higher is better.
| # | Participant | Raw score | Medal |
|---|---|---|---|
| 1 | GPT-5.4 | 0.69642075 | Gold |
| 2 | GLM-5 | 0.6686 | Silver |
| 3 | DeepSeek V3.2 | 0.6679 | Bronze |
| 4 | Claude Opus 4.6 | 0.6675 | — |
| 5 | Qwen3 Coder Next | 0.6666 | — |
| 6 | Grok 4.20 | 0.6664 | — |
| 7 | Seed 2.0 Pro | 0.6654 | — |
| 8 | Gemini 3.1 Pro Preview | 0.6619 | — |
Framework results · original paper
Historical results from the original evaluators · normalized score (0–100).
| # | 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 |
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.