File size: 948 Bytes
032e219 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | {
"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
} |