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Node Classification on CiteSeer (Acc, F1)

0.734Accuracy

lrGAE 8

Updated 1d ago

Evaluation Results

Method	Links
lrGAE 8 2024.10		0.734	-
CCA-SSG 2024.10		0.731	-
AUG-MAE 2024.10		0.731	-
lrGAE 6 2024.10		0.73	-
MaskGAE 2024.10		0.728	-
SeeGera 2024.10		0.726	-
GraphMAE 2024.10		0.725	-
lrGAE 7 2024.10		0.725	-
BGRL 2024.10		0.724	-
S2GAE 2024.10		0.723	-
GGD 2024.10		0.722	-
GRACE 2024.10		0.721	-
GraphMAE2 2024.10		0.717	-
S3GCL 2024.10		0.715	-
EPAGCL 2024.10		0.709	-
DGI 2024.10		0.708	-
RADE-OF 2026.05		0.702	-
RADE-OFS 2026.05		0.7012	-
Dropout 2026.05		0.7004	-
GiGaMAE 2024.10		0.698	-
DropEdge 2026.05		0.6942	-
GCN 2026.05		0.6912	-
DropNode 2026.05		0.6842	-
Morpher 2024.12		0.682	0.6856
DropMessage 2026.05		0.6794	-
ImprovedAIO 2024.12		0.6644	0.6653
GAE 2024.10		0.649	-
Fine-tune 2024.12		0.6487	0.6642
Supervised 2024.12		0.6391	0.6482
SA2GFM 2025.11		0.606	-
MDGFM 2025.11		0.589	-
GraphBridge 2025.11		0.534	-
GRAPHCL 2025.11		0.531	-
DGI 2025.11		0.52	-
GAT 2025.11		0.496	-
GCOPE 2025.11		0.496	-
GAEf 2024.10		0.475	-
GraphPrompt 2025.11		0.449	-
MDGPT 2025.11		0.415	-
GCN 2025.11		0.331	-
AIO 2024.12		0.1893	0.0692