{ "accuracy": 0.034482758620689655, "balanced_accuracy": 0.04, "macro_f1": 0.05925925925925927, "weighted_f1": 0.05108556832694764, "num_eval_windows": 348, "num_classes": 18, "task": "next_action", "input": "all modalities at t -> action at t+20 frames", "split": "chronological", "num_windows": 1161, "num_train_windows": 813, "num_test_windows": 348, "feature_dim": 8546, "majority_baseline_accuracy": 0.0, "train_final_accuracy": 1.0, "train_final_loss": 0.01754833571612835, "unseen_test_classes": [ "Place item on table", "Pour coffee", "Pour milk into coffee", "Wait/Prepare for pouring" ], "task_display_name": "Next-Action Prediction" }