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Papers Benchmarks Datasets Tasks

WHU dataset and benchmarks · SOTA2 Research

Research Datasets

WHU

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

WHU dataset (test)

95.18F1 Score

61

Change Detection

WHU dataset

98.67F1 Score

46

Building Extraction

WHU dataset

95.58F1 Score

28

Instance Segmentation

WHU dataset

72.5AP (Mask)

22

Object Detection

WHU dataset

72.5AP (bbox)

21

Building Extraction

WHU (test)

92.15IoU

20

WHU

86.86Accuracy (Opt)

9

Building extraction

WHU-A

58.8IoU

9

Building Detection

WHU

93.58IoU (Building)

8

Building extraction

WHU-S

28.4IoU

7

Hyperspectral classification

WHU

14,928.86Throughput (imgs/s)

4

Scene Classification

WHU-19 RGB

96.21Accuracy

4

Popular tasks

Building Extraction Instance Segmentation Object Detection Semantic segmentation Classification

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