Optics
Task 23 / 47
fiber_guardband_spectrum_packing
Spectrum packing with guard-band and filter roll-off constraints—placing channels to maximize throughput while limiting adjacent-channel interference. Combines combinatorial placement with continuous spacing, scored by interference-aware capacity metrics from simulation.
Model leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | GPT-5.4 | 100.0 |
| 2 | Claude Opus 4.6 | 66.2 |
| 3 | GLM-5 | 66.2 |
| 4 | Grok 4.20 | 32.0 |
| 5 | Gemini 3.1 Pro Preview | 32.0 |
| 6 | DeepSeek V3.2 | 0.0 |
| 7 | SEED 2.0 Pro | 0.0 |
| 8 | Qwen3 Coder Next | 0.0 |
Framework leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | Claude Opus 4.6 + OpenEvolve | 100.0 |
| 2 | Claude Opus 4.6 + ShinkaiEvolve | 100.0 |
| 3 | GPT-OSS + ShinkaiEvolve | 49.6 |
| 4 | GPT-OSS + OpenEvolve | 49.6 |
| 5 | GPT-OSS + ABMCTS | 2.4 |
| 6 | Claude Opus 4.6 + ABMCTS | 0.0 |
Score is the normalized score for this task (0–100, higher is better).