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Benchmarks
Graph Classification on CITESEER (test)
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73.7
Accuracy
(s)KNN-LDS
38.444
47.597
56.75
65.903
May 21, 2019
Jul 12, 2020
Sep 3, 2021
Oct 26, 2022
Dec 18, 2023
Feb 8, 2025
Apr 2, 2026
Accuracy
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy
(s)KNN-LDS
Learning Paradigm=Supe...
2019.05
73.7
KNN-LDS
Learning Paradigm=Supe...
2019.05
71.5
GAT (Direct)
Model=GAT, #Params=237...
2026.04
69.99
GCN (Direct)
Model=GCN, #Params=237...
2026.04
69.96
GAT (UHN)
Model=GAT, #Params=612...
2026.04
68.19
GCN (UHN)
Model=GCN, #Params=612...
2026.04
65.29
SA2GFM
shot=5-shot, attack=no...
2025.11
60.7
MDGFM
shot=5-shot, attack=no...
2025.11
59.9
GraphBridge
shot=5-shot, attack=no...
2025.11
52.1
GCOPE
shot=5-shot, attack=no...
2025.11
49.6
DGI
shot=5-shot, attack=no...
2025.11
48.9
GraphPrompt
shot=5-shot, attack=no...
2025.11
48.2
GRAPHCL
shot=5-shot, attack=no...
2025.11
46.6
GAT
shot=5-shot, attack=no...
2025.11
44.7
MDGPT
shot=5-shot, attack=no...
2025.11
43.7
GCN
shot=5-shot, attack=no...
2025.11
39.8
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