Paper-Venue Prediction on Med
0.446NDCGHGT-RTE+Heter
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HGT-RTE+HeterRelative Temporal Encoding=False, Heterogeneous Message/Attention=True, # of Parameters=7.44M, Batch Time=1.48s2020.03 | 0.446 | 0.288 | |
| HGT+RTE+HeterRelative Temporal Encoding=True, Heterogeneous Message/Attention=True, # of Parameters=8.20M, Batch Time=1.50s2020.03 | 0.445 | 0.291 | |
| HGT+RTE-HeterRelative Temporal Encoding=True, Heterogeneous Message/Attention=False, # of Parameters=3.88M, Batch Time=1.14s2020.03 | 0.432 | 0.282 | |
| HGT-RTE-HeterRelative Temporal Encoding=False, Heterogeneous Message/Attention=False, # of Parameters=3.12M, Batch Time=1.11s2020.03 | 0.421 | 0.277 | |
| HAN# of Parameters=9.45M, Batch Time=2.27s2020.03 | 0.416 | 0.271 | |
| HetGNN# of Parameters=8.41M, Batch Time=1.35s2020.03 | 0.412 | 0.259 | |
| GAT# of Parameters=1.69M, Batch Time=0.97s2020.03 | 0.388 | 0.244 | |
| RGCN# of Parameters=8.80M, Batch Time=1.24s2020.03 | 0.383 | 0.217 | |
| GCN# of Parameters=1.69M, Batch Time=0.46s2020.03 | 0.377 | 0.211 |