NS
Benchmarks
TaskDatasetSOTA resultTrendResults
NS
0.999AUC
30
NS
90.02Hits@50
28
NS 50% observed links without node attributes
92.33AP
24
NS
42.9CA
19
NS (50% train links)
93.38AUC
19
NS 50% links (train)
95.31AP
19
NS 90/10 (train)
0.991AP
19
NSν1e-5 Avg
0.59MSE
18
NS ν1e-5 (In-t)
0.017MSE
18
NS Non-attributed
0.989AUC
18
NS dataset
28SSIM
15
NS 50% observed links without node attributes
0.91AUC
12
NS (90% observed links)
98.95AUC
12
NS (test and probe)
93.8AUC
11
NS
13.52ARI
10
NS novel environments n=8K (test)
0.007Test MSE
9
NS 2D (test)
0.007MSE
8
NS (test)
4.67Bitrate (bpp)
7
NS (test)
97.71AUC
7
NS (Out-time)
0.457nMSE
5
NS (In-time)
0.165nMSE
5
NS source
78.7Accuracy
2