| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | artnet-exp GraphLand (test) | Accuracy46.62 | 6 | |
| Efficiency evaluation of GATv2 | artnet exp | Latency speedup (fwd)5.45 | 4 | |
| Graph Transformer Efficiency Benchmarking | artnet-exp | Latency Speedup (Forward Pass)1.29 | 3 | |
| Binary classification | ARTNET-EXP RH | Average Precision (AP)49.28 | 2 |