RDT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | RDT-B | Accuracy93.4 | 43 | |
| Graph Classification | RDT-M5K | Accuracy71.5 | 36 | |
| Semi-supervised graph classification | RDT-M5K (10-fold cross-validation) | Accuracy57.01 | 21 | |
| Semi-supervised graph classification | RDT-B (10-fold cross-validation) | Accuracy92.45 | 21 | |
| Graph Classification | RDT-B (test) | Accuracy93.5 | 19 | |
| Graph classification | RDT-M5K (test) | Accuracy57.22 | 13 | |
| Graph Classification | RDT-B 10% label rate | Accuracy91.86 | 11 | |
| Graph Classification | RDT-M12K | Accuracy42.8 | 11 | |
| Graph Classification | RDT-B TU (test) | Accuracy86.79 | 8 | |
| Graph Classification | RDT-B binary (test) | Accuracy92.4 | 7 | |
| Graph Classification | RDT-12K (test) | Metric- | 0 |
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