Design-bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Offline Black-box Optimization | Design-bench 100-th percentile | TFBIND8 Score98.3 | 20 | |
| Model-Based Optimization | Design-Bench | LogP30.8 | 16 | |
| Model-Based Optimization | Design-Bench 2022 (test) | TF-Bind-8 Score0.979 | 16 | |
| Offline Black-Box Optimization | Design-Bench | TFBIND8 Score0.99 | 11 | |
| Offline Model-based Optimization | Design-Bench TF-Bind-10 | 100th Percentile Normalized Score0.686 | 8 | |
| Offline Model-based Optimization | Design-Bench TF-Bind-8 | 100th Percentile Score98.8 | 8 | |
| Offline Model-based Optimization | Design-Bench Aggregate | Average Rank1.6 | 7 | |
| Offline Model-based Optimization | Design-bench 100th percentile v1 (test) | GFP Score3.408 | 7 | |
| Offline Model-Based Optimization | Design-bench (test) | GFP Score3.269 | 6 |
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