Flood Extent Forecasting On Global Flood

F1 score

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	F1 score	Paper Title
3DConv U-Net	0.76	Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods
U-TAE	0.77	Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks
LSTM U-Net	0.76	Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods
logistic regression	0.66	Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data
MaxViT U-Net	0.75	MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation

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