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ResearchFormerly WizWand

Graph Classification on Triangles 45K (T-large)

58.96AccuracyGraphGPT-B
8.05221.268534.48547.7015Dec 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GraphGPT-BParams=113.5M, Pre-training=Triangles, Reddit-threads, Internal dataset2023.1258.96
Transformer-RWSEParams=0.2M2023.1254.76
GraphGPT-BParams=113.5M, Pre-training=Reddit-threads, Internal dataset2023.1252.33
GraphGPT-MParams=33.7M, Pre-training=Triangles, Reddit-threads, Internal dataset2023.1251.72
GraphGPT-BParams=113.5M, Pre-training=Triangles, Internal dataset2023.1250.07
GraphormerParams=0.2M2023.1242.34
GraphGPT-BParams=113.5M, Pre-training=Random graphs2023.1240.79
GraphGPT-BParams=113.5M, Pre-training=Triangles, Reddit-threads2023.1239.62
GraphGPT-BParams=113.5M, Pre-training=Internal dataset2023.1238.8
GraphGPT-BParams=113.5M, Pre-training=Reddit-threads2023.1237.68
GINParams=0.15M2023.1233.54
GraphGPT-BParams=113.5M, Pre-training=Triangles, Reddit-threads, Random graphs2023.1233.45
GraphGPT-BParams=113.5M, Pre-training=ogbl-ppa2023.1226.94
GraphGPT-BParams=113.5M, Pre-training=Triangles2023.1226.51
GraphGPT-BParams=113.5M, Pre-training=ogbn-proteins2023.1223.45
GraphGPT-BParams=113.5M, Pre-training=PCQM4M-v22023.1217.38
GET-BParams=113.5M, Pre-training=None2023.1213.99
Transformer-LapPEParams=0.2M2023.1210.64
TransformerParams=0.2M2023.1210.01