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ResearchFormerly WizWand

DeepGlobe

Benchmarks

TaskDatasetSOTA resultTrendResults

Few-Shot Segmentation

DeepGlobe

62.5mIoU

93

Road Segmentation

DeepGlobe

79.35IoU

41

Semantic Segmentation

Deepglobe

89.5mIoU

35

Road Extraction

DeepGlobe

64.02mIoU

26

Cross-Domain Few-Shot Segmentation

Deepglobe

49.71mIoU (1-shot)

23

Few-Shot Semantic Segmentation

DeepGlobe 5-shot

63.4mIoU

22

Few-Shot Semantic Segmentation

DeepGlobe 1-shot

51.1mIoU

22

Semantic Segmentation

DeepGlobe Target Dataset PASCAL VOC Source

54.73mIoU

22

Semantic Segmentation

DeepGlobe (test)

74.1mIoU

20

Binary Segmentation

DeepGlobe (test)

70.6mIoU

14

Cross-Domain Few-Shot Segmentation

DeepGlobe (test)

63.4mIoU

12

Road Segmentation

DeepGlobe (test)

82.12Precision

9

Semantic Segmentation

DeepGlobeRoads

75Dice Score

7

Semantic Segmentation

DeepGlobe (val)

64.38mIoU

7

Multi-label scene classification

DeepGlobe-ML Mixed Noise (test)

79.15mAP macro (10% noise)

7

Multi-label scene classification

DeepGlobe-ML Additive Noise (test)

80.15mAP macro (10% noise)

7

Few-Shot Segmentation

Deepglobe (test)

53.1mIoU

3

Image Segmentation

Deepglobe

44.31mIoU

2