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ResearchFormerly WizWand

FSS

Benchmarks

TaskDatasetSOTA resultTrendResults

Few-Shot Semantic Segmentation

FSS-1000

90.8mIoU

64

Semantic Segmentation

FSS-1000 1-shot

90.1mIoU

32

Semantic Segmentation

FSS-1000 5-shot

90.4mIoU

29

Few-shot segmentation

FSS-1000

86.51mIoU (1-shot)

23

Few-shot Segmentation

FSS-1000 1.0 (test)

90.6mIoU

20

Few-shot Segmentation

FSS-1000 (val)

91.7mIoU

18

Semantic Segmentation

FSS-1000

87.8mIoU

14

Semantic Segmentation

FSS-1000 (test)

90.8mIoU (one-shot)

7

Few-Shot Segmentation

FSS Bounding-box level

73.1S^0

6

In-the-wild Segmentation

FSS

86.26AR@100

4

Retriever-Generator Attribution Agreement

FSS

165WARG-0.9

4

Few-shot Segmentation

FSS-1000 486 (unseen classes)

81.4Foreground IoU

4

Object elimination

FSS-1000 (test)

12.93Superior Rate

3

Few-Shot Segmentation

FSS-1000 1-shot

15ROM

2