ropedia-xperience-10m-task-baselines / artifacts /episode_task_suite /neural_mlp /contact_prediction /metrics.json
| { | |
| "accuracy": 1.0, | |
| "balanced_accuracy": 1.0, | |
| "macro_f1": 1.0, | |
| "weighted_f1": 1.0, | |
| "num_eval_windows": 348, | |
| "num_classes": 1, | |
| "task": "contact_prediction", | |
| "input": "all non-contact/non-caption-label modalities -> any body contact", | |
| "split": "chronological", | |
| "num_windows": 1161, | |
| "num_train_windows": 813, | |
| "num_test_windows": 348, | |
| "feature_dim": 7503, | |
| "majority_baseline_accuracy": 1.0, | |
| "unseen_test_classes": [], | |
| "model": "neural_mlp", | |
| "head": "z-score -> MLP softmax", | |
| "neural_epochs": 80, | |
| "neural_hidden_dim": 128, | |
| "neural_batch_size": 128, | |
| "neural_learning_rate": 0.001, | |
| "neural_weight_decay": 0.0001, | |
| "neural_dropout": 0.1, | |
| "neural_device": "cpu", | |
| "train_final_loss": 0.0, | |
| "train_final_accuracy": 1.0, | |
| "task_display_name": "Contact State Prediction" | |
| } | |