Inverse recovery on 10 targets (held-out)
0.922Surrogate MetricCMA-ES Raw
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMA-ES RawEvals=5,000, Optimization=per-target2026.06 | 0.922 | 0.781 | 0.141 | |
| CMA-ES FlowEvals=5,000, Optimization=per-target2026.06 | 0.878 | 0.552 | 0.327 | |
| GC-PPO FlowEvals=8, Optimization=generalized, Surrogate=MLP (decode-then-evaluate)2026.06 | 0.654 | 0.642 | 0.012 | |
| GC-PPO RawEvals=8, Optimization=generalized, Surrogate=MLP (decode-then-evaluate)2026.06 | 0.531 | 0.523 | 0.008 | |
| GC-PPO VAEEvals=8, Optimization=generalized, Surrogate=MLP (decode-then-evaluate)2026.06 | 0.51 | 0.485 | 0.025 | |
| CMA-ES VAEEvals=5,000, Optimization=per-target2026.06 | 0.498 | 0.028 | 0.47 |