TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Few-Shot Semantic Segmentation
|
COCO-20i (1-shot)
|
DACM (VAT, ResNet-50)
|
Mean IoU
|
43
|
# 37
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (1-shot)
|
DACM (VAT, ResNet-50)
|
FB-IoU
|
69.4
|
# 19
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (1-shot)
|
DACM (ResNet-50)
|
Mean IoU
|
40.6
|
# 52
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (1-shot)
|
DACM (ResNet-50)
|
FB-IoU
|
68.9
|
# 21
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (5-shot)
|
DACM (VAT, ResNet-50)
|
Mean IoU
|
49.2
|
# 35
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (5-shot)
|
DACM (VAT, ResNet-50)
|
FB-IoU
|
72.9
|
# 13
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (5-shot)
|
DACM (ResNet-50)
|
Mean IoU
|
48.1
|
# 40
|
|
Few-Shot Semantic Segmentation
|
COCO-20i (5-shot)
|
DACM (ResNet-50)
|
FB-IoU
|
71.6
|
# 21
|
|
Few-Shot Semantic Segmentation
|
FSS-1000 (1-shot)
|
DACM (ResNet-101)
|
Mean IoU
|
90.8
|
# 1
|
|
Few-Shot Semantic Segmentation
|
FSS-1000 (1-shot)
|
DACM (ResNet-50)
|
Mean IoU
|
90.7
|
# 2
|
|
Few-Shot Semantic Segmentation
|
FSS-1000 (5-shot)
|
DACM (ResNet-101)
|
Mean IoU
|
91.7
|
# 1
|
|
Few-Shot Semantic Segmentation
|
FSS-1000 (5-shot)
|
DACM (ResNet-50)
|
Mean IoU
|
91.6
|
# 2
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (VGG-16)
|
Mean IoU
|
61.8
|
# 66
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (VGG-16)
|
FB-IoU
|
75.5
|
# 36
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (VAT, ResNet-101)
|
Mean IoU
|
69.1
|
# 11
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (VAT, ResNet-101)
|
FB-IoU
|
79.4
|
# 10
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (ResNet-101)
|
Mean IoU
|
67.5
|
# 22
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (ResNet-101)
|
FB-IoU
|
78.9
|
# 14
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (VAT, ResNet-50)
|
Mean IoU
|
66.8
|
# 29
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (VAT, ResNet-50)
|
FB-IoU
|
78.6
|
# 16
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (ResNet-50)
|
Mean IoU
|
65.7
|
# 40
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (1-Shot)
|
DACM (ResNet-50)
|
FB-IoU
|
77.8
|
# 23
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (VGG-16)
|
Mean IoU
|
65.7
|
# 65
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (VGG-16)
|
FB-IoU
|
77.8
|
# 33
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (ResNet-50)
|
Mean IoU
|
70.9
|
# 28
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (ResNet-50)
|
FB-IoU
|
81.3
|
# 20
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (ResNet-101)
|
Mean IoU
|
71.4
|
# 24
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (ResNet-101)
|
FB-IoU
|
81.5
|
# 16
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (VAT, ResNet-101)
|
Mean IoU
|
73.3
|
# 11
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (VAT, ResNet-101)
|
FB-IoU
|
83.1
|
# 7
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (VAT, ResNet-50)
|
Mean IoU
|
71.7
|
# 20
|
|
Few-Shot Semantic Segmentation
|
PASCAL-5i (5-Shot)
|
DACM (VAT, ResNet-50)
|
FB-IoU
|
81.7
|
# 15
|
|