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Table 6 Classification results of trained models with different sequence lengths on brain-B

From: Classifying the tracing difficulty of 3D neuron image blocks based on deep learning

Length 3D-ResNet-LSTM FCNN-LSTM 3D-SSM
Accuracy F1 Accuracy F1 Accuracy F1
2 82.32 86.83 75.20 78.96 82.31 86.53
3 82.17 86.67 74.59 78.29 83.21 87.26
4 82.07 86.61 74.85 78.55 82.91 86.97
5 82.46 87.01 73.75 77.43 83.03 87.14
  1. Numbers with underline are the best results among all models