Paper-Venue Prediction on CS
0.473NDCGHGT+RTE+Heter
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HGT+RTE+HeterRelative Temporal Encoding=True, Heterogeneous Message/Attention=True, # of Parameters=8.20M, Batch Time=1.50s2020.03 | 0.473 | 0.288 | |
| HGT-RTE+HeterRelative Temporal Encoding=False, Heterogeneous Message/Attention=True, # of Parameters=7.44M, Batch Time=1.48s2020.03 | 0.468 | 0.275 | |
| HGT+RTE-HeterRelative Temporal Encoding=True, Heterogeneous Message/Attention=False, # of Parameters=3.88M, Batch Time=1.14s2020.03 | 0.461 | 0.265 | |
| HGT-RTE-HeterRelative Temporal Encoding=False, Heterogeneous Message/Attention=False, # of Parameters=3.12M, Batch Time=1.11s2020.03 | 0.456 | 0.258 | |
| HAN# of Parameters=9.45M, Batch Time=2.27s2020.03 | 0.449 | 0.254 | |
| GAT# of Parameters=1.69M, Batch Time=0.97s2020.03 | 0.437 | 0.239 | |
| HetGNN# of Parameters=8.41M, Batch Time=1.35s2020.03 | 0.431 | 0.245 | |
| RGCN# of Parameters=8.80M, Batch Time=1.24s2020.03 | 0.412 | 0.216 | |
| GCN# of Parameters=1.69M, Batch Time=0.46s2020.03 | 0.406 | 0.215 |