UniMP

Reported on 3 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs3 results

Node Property Predictiononogbn-arxiv
Number of params· 2020-09-08
473489
best: 1386219488 (SimTeG+TAPE+RevGAT)
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification arXiv:2009.03509
Node Property Predictiononogbn-products
Number of params· 2020-09-08
1475605
best: 313612207 (Node2vec)
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification arXiv:2009.03509
Node Property Predictiononogbn-proteins
Number of params· 2020-09-08
1909104
best: 664233700 (LD+GAT)
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification arXiv:2009.03509