{ "accuracy": 0.5158959537572254, "precision": 0.5166163141993958, "recall": 0.49421965317919075, "f1": 0.5051698670605613, "tp": 171, "tn": 186, "fp": 160, "fn": 175, "positive_rate_true": 0.5, "positive_rate_pred": 0.47832369942196534, "task": "misalignment_detection", "input": "motion+visual/audio pair -> aligned vs shifted by 8 windows", "split": "chronological", "num_samples": 2306, "num_train_samples": 1614, "num_test_samples": 692, "train_final_accuracy": 0.49380421313506817, "task_display_name": "Multimodal Synchronization Detection" }