TuSimple / tusimple-benchmark

Download Datasets and Ground Truths: https://github.com/TuSimple/tusimple-benchmark/issues/3
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questions about tusimple evaulation logic #22

Open ChenzrMax opened 3 years ago

ChenzrMax commented 3 years ago

hi, authors, I have several questions about tusimple evaluation logic.

  1. It seems that the evaluation logic doesn't consider whether the prediction and ground truth match with each other, or just default prediction and gt match with each other.

  2. when using pt_thresh=0.85 to calculate num of matched, it seems that the evaluation logic only consider the max(accs) among the lines in single image. As shown in the below: max_acc = np.max(accs) if len(accs) > 0 else 0 if max_acc < LaneEval.pt_thresh: fn += 1 else:
    matched += 1

    The above are all my questions, I am looking forward to your reply.

Best, Max