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Few-Shot Classification and Segmentation on Pascal-5i 1-way 1-shot
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86.9
Classification 0/1 Exact Ratio (S0)
CST
69.116
73.733
78.35
82.967
Jul 7, 2023
Classification 0/1 Exact Ratio (S0)
Classification 0/1 Exact Ratio (S1)
Classification 0/1 Exact Ratio (S2)
Classification 0/1 Exact Ratio (S3)
Classification 0/1 Exact Ratio (Avg)
Segmentation mIoU (S0)
Segmentation mIoU (S1)
Segmentation mIoU (S2)
Segmentation mIoU (S3)
Segmentation mIoU (Avg)
Updated 4d ago
Evaluation Results
Method
Method
Links
Classification 0/1 Exact Ratio (S0)
Classification 0/1 Exact Ratio (S1)
Classification 0/1 Exact Ratio (S2)
Classification 0/1 Exact Ratio (S3)
Classification 0/1 Exact Ratio (Avg)
Segmentation mIoU (S0)
Segmentation mIoU (S1)
Segmentation mIoU (S2)
Segmentation mIoU (S3)
Segmentation mIoU (Avg)
CST
learnable parameters=0.4M
2023.07
86.9
88
81.5
86.5
85.7
55.6
61.6
47.7
56.9
55.5
HSNet
learnable parameters=2.6M
2023.07
86.6
84.8
76.9
86.3
83.7
49.1
59.7
41
49
49.7
ASNet
learnable parameters=1.3M
2023.07
84.9
89.6
79
86.2
84.9
51.7
61.5
43.3
52.8
52.3
PANet
learnable parameters=2...
2023.07
69.9
67.7
68.8
69.4
69
32.8
45.8
31
35.1
36.2
PFENet
learnable parameters=3...
2023.07
69.8
82.4
68.1
77.9
74.6
38.3
54.7
35.1
43.8
43
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