| { |
| "dataset": "OCTID", |
| "model": "Swin-Tiny", |
| "architecture": "Custom_MHSSwin", |
| "backbone": "swin_tiny_patch4_window7_224", |
| "pretrained_backbone": true, |
| "best_epoch": 8, |
| "best_validation_macro_f1": 0.5159419219660906, |
| "test_loss": 0.9269358307816261, |
| "test_accuracy": 0.6104651162790697, |
| "test_macro_precision": 0.5143722943722944, |
| "test_macro_recall": 0.47875395319418096, |
| "test_macro_f1": 0.4475567816423552, |
| "test_weighted_f1": 0.5578252557946648, |
| "num_test_samples": 172, |
| "num_classes": 5, |
| "class_names": [ |
| "Normal-Retinal-OCT-images", |
| "Age-related-Macular-Degeneration-Retinal-OCT-images", |
| "Central-serous-retinopathy-retinal-OCT-images", |
| "Diabetic-Retinopathy-Retinal-OCT-Images", |
| "Macular-Hole-Retinal-OCT-images" |
| ], |
| "training_history_available": false, |
| "test_evaluated_once": true, |
| "test_used_for_model_selection": false |
| } |
