| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| JAHS-C10 Bench (val) | πBO | Validation Error8.07 | 52 | 4d ago | |
| JAHS-Bench CH (val) | PriorBand | Validation Error4.399 | 31 | 4d ago | |
| JAHS-Bench FM (val) | PriorBand | Validation Error4.709 | 28 | 4d ago | |
| PD1 WMT (val) | PriorBand | Validation Error34.7 | 24 | 4d ago | |
| PD1-LM1B (val) | PriorBand | Validation Error0.628 | 24 | 4d ago | |
| ImageNet PD1 (val) | PriorBand | Validation Error21.7 | 24 | 4d ago | |
| Cifar100 PD1 (val) | PriorBand | Validation Error22.1 | 24 | 4d ago | |
| LCBench (test) | GPT4-o3-mini | Score0.6433 | 15 | 4d ago | |
| HyperFD | Rank@1119.25 | 10 | 4d ago | ||
| 108 black-box functions (test) | HEBO | Mean100.12 | 10 | 4d ago | |
| PD1 | MLCopilot | Normalized Accuracy @ 11.48 | 9 | 4d ago | |
| HPO-B | MLCopilot | nAcc@181.59 | 9 | 4d ago | |
| 108 hyperparameter tuning tasks (summary) | HEBO | Number of Best Tasks71 | 9 | 4d ago | |
| LC-189906 (val) | PriorBand | Validation Error0.107 | 6 | 4d ago | |
| LC-168910 (val) | PriorBand | Validation Error19.4 | 6 | 4d ago | |
| LC-168330 (val) | PriorBand | Validation Error0.275 | 6 | 4d ago | |
| LC-167190 (val) | PriorBand | Validation Error13.3 | 6 | 4d ago | |
| LC-126026 (val) | PriorBand | Validation Error2.3 | 6 | 4d ago | |
| PD1-LM1B 1.0 (val) | PriorBand+BO | Validation Error63.6 | 3 | 4d ago | |
| PD1-WMT 1.0 (val) | PriorBand+BO | Validation Error36.1 | 2 | 4d ago | |
| Banknotes UCI (test) | - | - | 0 | 4d ago | |
| Maternal UCI (test) | - | - | 0 | 4d ago | |
| Raisin UCI (test) | - | - | 0 | 4d ago | |
| Hyperparameter optimization benchmarks | - | - | 0 | 4d ago |
