Brain Informatics

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
Length	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

Numbers with underline are the best results among all models

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