Synthetic Benchmark
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Shortest Path | synthetic benchmark | Accuracy95 | 7 | |
| Edge Existence | Synthetic Benchmark | Accuracy99.7 | 7 | |
| Node Degree | Synthetic Benchmark | Accuracy99.75 | 7 | |
| Triangle Count | synthetic benchmark | Accuracy74.35 | 7 | |
| Cycle Check | synthetic benchmark | Accuracy99.9 | 7 | |
| Edge Count | Synthetic Benchmark | Accuracy94.95 | 7 | |
| Node Count | synthetic benchmark 1.0 (test) | Accuracy100 | 7 | |
| Bokeh Rendering | Synthetic Benchmark | RMSE0.0133 | 5 | |
| Generative model evaluation metric validation | Synthetic benchmark 2025 (test) | Metric- | 0 |
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