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Benchmarks
Node Classification on Photo (Acc.)
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96.86
Accuracy
X-LogSMask
92.5336
93.6568
94.78
95.9032
Jul 2, 2026
Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
X-LogSMask
Configuration=ours
2026.07
96.86
Polynormer
2026.07
96.46
X-LogSMask
Layers=1
2026.07
95.69
NAGphormer
2026.07
95.49
Exphormer
2026.07
95.35
SGFormer
2026.07
95.1
GraphGPS
2026.07
95.06
GraphSAGE
2026.07
94.59
GAT
2026.07
93.87
NodeFormer
2026.07
93.46
GOAT
2026.07
92.96
GCN
2026.07
92.7
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