TSViT slightly outperforms 3D U-Net on crop segmentation from Sentinel-2 time series while VistaFormer offers the best efficiency-performance balance.
Sentinel 2 time series analysis with 3d feature pyramid network and time domain class activation intervals for crop mapping
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A Comparative Study of Transformer and Convolutional Models for Crop Segmentation from Satellite Image Time Series
TSViT slightly outperforms 3D U-Net on crop segmentation from Sentinel-2 time series while VistaFormer offers the best efficiency-performance balance.