| { | |
| "model_name": "roadwork_v3_focal", | |
| "description": "Vision Transformer (ViT) model for roadwork detection. Trained with validator-matching augmentations, focal loss, label smoothing, and confidence margin loss.", | |
| "version": "1.0.0", | |
| "submitted_by": "unknown", | |
| "submission_time": 1771555076, | |
| "performance": { | |
| "accuracy": 0.9839293798098687, | |
| "mcc": 0.9443160344532321, | |
| "f1": 0.9902806297056811, | |
| "auc": 0.9949946578796627, | |
| "subnet_reward": 0.8961834812863713 | |
| }, | |
| "training": { | |
| "base_model": "google/vit-base-patch16-224-in21k", | |
| "training_samples": 34968, | |
| "validation_samples": 4418, | |
| "validator_augmentations": true, | |
| "label_smoothing": 0.05, | |
| "confidence_margin": 0.1 | |
| } | |
| } |