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Set-to-graph prediction on Delaunay 20-80 points
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99.3
Accuracy
Ours (D)
73.612
80.281
86.95
93.619
Oct 27, 2021
Accuracy
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
Ours (D)
attention_type=softmax
2021.10
99.3
98.2
96
97.1
Ours (D, ϕ)
attention_type=kernel
2021.10
98.9
94.8
95.6
95.2
S2G
2021.10
94.7
73.6
93.4
79.9
S2G+
2021.10
94.7
73.5
93.4
79.8
SIAM
2021.10
91.9
66.7
76.4
68.7
SIAM-3
layers=3
2021.10
89.5
57.8
62.2
58.7
GNNo
layers=0
2021.10
81
38.7
94.6
53.6
GNN5
layers=5
2021.10
77.7
35.2
97.5
50.6
GNN10
layers=10
2021.10
74.6
32.2
97
47.4
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