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  4. Flood Extent Forecasting On Global Flood

Flood Extent Forecasting On Global Flood

评估指标

F1 score

评测结果

各个模型在此基准测试上的表现结果

模型名称
F1 score
Paper TitleRepository
3DConv U-Net 0.76Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods
U-TAE0.77Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks-
LSTM U-Net 0.76Semantic segmentation of crop type in Africa: A novel dataset and analysis of deep learning methods
logistic regression0.66Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data-
MaxViT U-Net 0.75MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation-
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