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Benchmarks
Node Classification on YouTube (10% labeled nodes)
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45.86
Micro F1 Score
GraphVite
24.1656
29.7978
35.43
41.0622
Mar 2, 2019
May 7, 2020
Jul 14, 2021
Sep 20, 2022
Nov 26, 2023
Feb 1, 2025
Apr 10, 2026
Micro F1 Score
Macro F1 Score
Updated 6d ago
Evaluation Results
Method
Method
Links
Micro F1 Score
Macro F1 Score
GraphVite
Network augmentation=f...
2019.03
45.86
36.49
LINE
Network augmentation=t...
2019.03
45.67
36.19
DeepWalk
Network augmentation=f...
2019.03
45.23
35.86
LINE
Network augmentation=f...
2019.03
43.34
32.32
node2vec
2026.04
40
29
GraphVite
2026.04
31
14
NOMAD
Execution Mode=local
2026.04
27
11
LINE
2026.04
25
6
NOMAD
Execution Mode=remote
2026.04
25
7
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