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Benchmarks
Dynamic Node Classification on Patent
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1,730
Training Time (s)
CODEN
-1,304.4
19,177.8
39,660
60,142.2
Feb 13, 2026
Training Time (s)
Inference Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Training Time (s)
Inference Time (s)
CODEN
2026.02
1,730
11.69
TGCN
2026.02
4,620
19.54
EvolveGCN
2026.02
5,160
19.45
MPNN
2026.02
6,430
19.98
SpikeNet
2026.02
12,830
29.56
Zebra
2026.02
20,340
32.71
TGL
2026.02
38,560
68.98
ASTGCN
2026.02
77,590
34.58
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