| Cora | Citeseer | Pubmed | Cora-CA | DBLP-CA | ZOO | ModelNet40 | NTU2012 | |
|---|---|---|---|---|---|---|---|---|
| AllSetTransformer | 78.59 ± 1.47 | 73.08 ± 1.20 | 88.72 ± 0.37 | 83.63 ± 1.47 | 91.53 ± 0.23 | 97.50 ± 3.59 | 98.20 ± 0.20 | 88.69 ± 1.24 |
| AllDeepSets | 76.88 ± 1.80 | 70.83 ± 1.63 | 88.75 ± 0.33 | 81.97 ± 1.50 | 91.27 ± 0.27 | 95.39 ± 4.77 | 96.98 ± 0.26 | 88.09 ± 1.52 |
| Ours | 80.01 ± 0.74 | 71.91 ± 1.48 | 88.94 ± 0.16 | 85.47 ± 0.64 | 92.16 ± 0.10 | 95.38 ± 2.31 | 98.54 ± 0.06 | 88.31 ± 0.31 |