Graph Property Prediction
Papers
Showing 1–10 of 56 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GMAN+bag of tricks | Number of params | 63,684,290 | — | Unverified |
| 2 | DAGNN | Number of params | 35,246,814 | — | Unverified |
| 3 | SAT | Number of params | 15,734,000 | — | Unverified |
| 4 | DAGformer | Number of params | 14,952,882 | — | Unverified |
| 5 | SAT++ with Magnetic Laplacian | Number of params | 14,378,069 | — | Unverified |
| 6 | GIN+virtual node | Number of params | 13,841,815 | — | Unverified |
| 7 | GCN+virtual node | Number of params | 12,484,310 | — | Unverified |
| 8 | GIN | Number of params | 12,390,715 | — | Unverified |
| 9 | EGC-S (No Edge Features) | Number of params | 11,156,530 | — | Unverified |
| 10 | GCN | Number of params | 11,033,210 | — | Unverified |