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ResearchFormerly WizWand

Graph Classification on Triangles T-small 45K

99.4AccuracyTransformer-RWSE
8.587232.163655.7479.3164Dec 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Transformer-RWSEParams=0.2M2023.1299.4
GraphormerParams=0.2M2023.1299.09
GraphGPT-BParams=113.5M, Pre-training=Internal dataset2023.1299.08
GraphGPT-BParams=113.5M, Pre-training=Triangles, Internal dataset2023.1298.68
GraphGPT-BParams=113.5M, Pre-training=Triangles, Reddit-threads, Internal dataset2023.1298.63
GraphGPT-BParams=113.5M, Pre-training=Reddit-threads, Internal dataset2023.1298.26
GraphGPT-MParams=33.7M, Pre-training=Triangles, Reddit-threads, Internal dataset2023.1295.07
GraphGPT-BParams=113.5M, Pre-training=Triangles2023.1292.16
GraphGPT-BParams=113.5M, Pre-training=Random graphs2023.1290.93
GraphGPT-BParams=113.5M, Pre-training=Triangles, Reddit-threads, Random graphs2023.1289.98
GraphGPT-BParams=113.5M, Pre-training=ogbn-proteins2023.1286.57
GraphGPT-BParams=113.5M, Pre-training=ogbl-ppa2023.1286.14
GraphGPT-BParams=113.5M, Pre-training=Triangles, Reddit-threads2023.1284.83
GraphGPT-BParams=113.5M, Pre-training=Reddit-threads2023.1281.38
Transformer-LapPEParams=0.2M2023.1278.29
GINParams=0.15M2023.1271.53
GraphGPT-BParams=113.5M, Pre-training=PCQM4M-v22023.1264.28
GET-BParams=113.5M, Pre-training=None2023.1232.6
TransformerParams=0.2M2023.1212.08