| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| STL-10 | Acc (air. vs bird.)92.93 | 21 | 1mo ago | ||
| Binary Image Classification | Test-time augmentations | AAC6.96 | 10 | 3mo ago | |
| PneumoniaMNIST Mild Non-IID (alpha = 1.0) (test) | Accuracy89.81 | 8 | 2mo ago | ||
| PneumoniaMNIST 1.0 (test) | Accuracy89.36 | 8 | 2mo ago | ||
| BreastMNIST 28x28 (val) | FedAvg | AUC90.56 | 3 | 1mo ago | |
| PneumoniaMNIST 28x28 (val) | FedAvg | AUC99.27 | 3 | 1mo ago | |
| Custom BAS | Photonic QCNN (MerLin Optimized) | Accuracy98.2 | 2 | 4mo ago |
