{ "v61": { "variant": "v6.1_resnet", "weights": "checkpoints_v61/best_v61.pt", "epoch": 37, "baseline_onset_f1": 0.6341672181777311, "baseline_std": 0.08125852638556352, "n_tracks": 142, "sweep_top10": [ { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 0, "min_separation_ms": 50 }, { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 30, "min_separation_ms": 0 }, { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 30, "min_separation_ms": 30 }, { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 30, "min_separation_ms": 50 }, { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 50, "min_separation_ms": 0 }, { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 50, "min_separation_ms": 30 }, { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 50, "min_separation_ms": 50 }, { "onset_f1": 0.9876671131648747, "b_threshold": 0.6, "nms_window_ms": 80, "min_separation_ms": 0 }, { "onset_f1": 0.9876671131648747, "b_threshold": 0.6, "nms_window_ms": 80, "min_separation_ms": 30 }, { "onset_f1": 0.9876671131648747, "b_threshold": 0.6, "nms_window_ms": 80, "min_separation_ms": 50 } ], "best_postproc": { "onset_f1": 0.9876879352896456, "b_threshold": 0.6, "nms_window_ms": 0, "min_separation_ms": 50 } }, "v6": { "variant": "v6_cnn", "weights": "checkpoints_v6/best_v6_cnn.pt", "epoch": 28, "baseline_onset_f1": 0.4732012639710612, "baseline_std": 0.06912357524523445, "n_tracks": 142, "sweep_top10": [ { "onset_f1": 0.9414998865431706, "b_threshold": 0.5, "nms_window_ms": 80, "min_separation_ms": 0 }, { "onset_f1": 0.9414998865431706, "b_threshold": 0.5, "nms_window_ms": 80, "min_separation_ms": 30 }, { "onset_f1": 0.9414998865431706, "b_threshold": 0.5, "nms_window_ms": 80, "min_separation_ms": 50 }, { "onset_f1": 0.939807960821152, "b_threshold": 0.6, "nms_window_ms": 80, "min_separation_ms": 0 }, { "onset_f1": 0.939807960821152, "b_threshold": 0.6, "nms_window_ms": 80, "min_separation_ms": 30 }, { "onset_f1": 0.939807960821152, "b_threshold": 0.6, "nms_window_ms": 80, "min_separation_ms": 50 }, { "onset_f1": 0.9393813963606223, "b_threshold": 0.4, "nms_window_ms": 80, "min_separation_ms": 0 }, { "onset_f1": 0.9393813963606223, "b_threshold": 0.4, "nms_window_ms": 80, "min_separation_ms": 30 }, { "onset_f1": 0.9393813963606223, "b_threshold": 0.4, "nms_window_ms": 80, "min_separation_ms": 50 }, { "onset_f1": 0.9387811007449858, "b_threshold": 0.0, "nms_window_ms": 80, "min_separation_ms": 0 } ], "best_postproc": { "onset_f1": 0.9414998865431706, "b_threshold": 0.5, "nms_window_ms": 80, "min_separation_ms": 0 } } }