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Benchmarks
Few-shot Graph Learning on DBLP
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2.6
Epochs/sec
SAGE
0.936
1.368
1.8
2.232
Mar 2, 2026
Epochs/sec
BP Time (sec)
Total Training Time (sec)
Performance Improvement
Updated 1mo ago
Evaluation Results
Method
Method
Links
Epochs/sec
BP Time (sec)
Total Training Time (sec)
Performance Improvement
SAGE
2026.03
2.6
-
38.7
-
GCN
2026.03
1.94
-
50.8
-
BAED
2026.03
1.67
1.11
61.1
-56.7
DCI
2026.03
1.19
-
218.9
-
tsGCN
2026.03
1
-
716.8
-
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