Flood Extent Forecasting On Global Flood

F1 score

Results

Performance results of various models on this benchmark

		Paper Title	Repository
U-TAE	0.77	Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks
3DConv U-Net	0.76	Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods	-
LSTM U-Net	0.76	Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods	-
MaxViT U-Net	0.75	MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
logistic regression	0.66	Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data

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