Check volume difference metric ¶
By: 89douner on Aug. 16, 2022, 2:18 a.m.
Hi
I'd like to notice you that there is code you should check.
But, I found some error code. I think it should change from "truth_vol = np.sum(prediction)" to "truth_vol=np.sum(truth)".
def volume_difference(truth, prediction, batchwise=False): ''' Computes the total volume difference between the prediction and ground truth. ---------- prediction : np.array Array containing the prediction. truth : np.array Array containing the ground truth. batchwise : bool Optional. Indicate whether the computation should be done batchwise, assuming that the first dimension of the data is the batch. Default: False. Returns ------- float or tuple ''' if(not batchwise): pred_vol = np.sum(prediction) truth_vol = np.sum(prediction) return np.abs(pred_vol - truth_vol) else:
It may be not problem (because the score is shown on leaderboard). But, The host should check this.