| heterogeneous-node-classification-on-dblp | Echoless-LP (NARS) | – | Macro-F1: 95.18Micro-F1: 95.49 |
| heterogeneous-node-classification-on-dblp | Echoless-LP (RpHGNN) | – | Macro-F1: 95.39Micro-F1: 95.70 |
| heterogeneous-node-classification-on-dblp | Echoless-LP (SeHGNN) | – | Macro-F1: 95.31Micro-F1: 95.59 |
| heterogeneous-node-classification-on-freebase | Echoless-LP (NARS) | – | Macro-F1: 50.58Micro-F1: 63.85 |
| heterogeneous-node-classification-on-freebase | Echoless-LP (RpHGNN) | – | Macro-F1: 54.28Micro-F1: 67.08 |
| heterogeneous-node-classification-on-freebase | Echoless-LP (SeHGNN) | – | Macro-F1: 52.84Micro-F1: 66.95 |
| heterogeneous-node-classification-on-imdb | Echoless-LP (NARS) | – | Macro-F1: 64.50Micro-F1: 67.11 |
| heterogeneous-node-classification-on-imdb | Echoless-LP (RpHGNN) | – | Macro-F1: 67.99Micro-F1: 70.84 |
| heterogeneous-node-classification-on-imdb | Echoless-LP (SeHGNN) | – | Macro-F1: 67.08Micro-F1: 70.12 |
| heterogeneous-node-classification-on-oag-l1-field | Echoless-LP (NARS) | – | NDCG: 86.89MRR: 86.16 |
| heterogeneous-node-classification-on-oag-l1-field | Echoless-LP (RpHGNN) | – | NDCG: 88.11MRR: 87.28 |
| heterogeneous-node-classification-on-oag-l1-field | Echoless-LP (SeHGNN) | – | NDCG: 86.81MRR: 85.43 |
| heterogeneous-node-classification-on-oag-venue | Echoless-LP (NARS) | – | NDCG: 53.68MRR: 36.16 |
| heterogeneous-node-classification-on-oag-venue | Echoless-LP (RpHGNN) | – | NDCG: 54.72MRR: 37.33 |
| heterogeneous-node-classification-on-oag-venue | Echoless-LP (SeHGNN) | – | NDCG: 47.92MRR: 30.47 |