Node Classification on Kindle (test)
84.39F1 (AP)joint train
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| joint trainBackbone=GIN, Number of trials=102024.01 | 84.39 | 0.55 | 77.17 | 1.45 | |
| TACOBackbone=GIN, Number of trials=102024.01 | 78.71 | 6.44 | 70.76 | 8.28 | |
| SSMBackbone=GIN, Number of trials=102024.01 | 76.47 | 8.01 | 67.78 | 10.73 | |
| TWPBackbone=GIN, Number of trials=102024.01 | 76.14 | 9.14 | 69.12 | 10.49 | |
| EWCBackbone=GIN, Number of trials=102024.01 | 75.73 | 9.36 | 69.34 | 10.07 | |
| SSRMBackbone=GIN, Number of trials=102024.01 | 73.75 | 10.79 | 66.55 | 12.07 | |
| ERGNN-rsBackbone=GIN, Number of trials=102024.01 | 73.67 | 10.83 | 66.72 | 11.84 | |
| ERGNN-mfBackbone=GIN, Number of trials=102024.01 | 72.33 | 12.47 | 67.12 | 12.28 | |
| GEMBackbone=GIN, Number of trials=102024.01 | 72.1 | 12.4 | 66.76 | 12.05 | |
| ERGNN-rbBackbone=GIN, Number of trials=102024.01 | 70.25 | 14.39 | 65.53 | 13.7 | |
| IncreGNNBackbone=GIN, Number of trials=102024.01 | 65.38 | 19.69 | 61.71 | 17.85 | |
| OTGBackbone=GIN, Number of trials=102024.01 | 65.18 | 20.08 | 61.98 | 17.7 | |
| simple-regBackbone=GIN, Number of trials=102024.01 | 65.04 | 20.04 | 62.95 | 16.62 | |
| finetuneBackbone=GIN, Number of trials=102024.01 | 64.98 | 20.24 | 61.81 | 17.91 | |
| DyGrainBackbone=GIN, Number of trials=102024.01 | 64.5 | 20.78 | 61.55 | 18.13 |