PATTERN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | PATTERN (test) | Test Accuracy87.281 | 109 | |
| Node classification | PATTERN | Accuracy86.87 | 35 | |
| Graph Learning | PATTERN | AULC81.62 | 31 | |
| Graph Classification | PATTERN | Accuracy87.196 | 27 | |
| Image Classification | Pattern | Accuracy97.27 | 21 | |
| Node Classification | PATTERN (test) | Weighted Accuracy87.196 | 14 | |
| Graph Pattern Recognition | PATTERN (test) | Weighted Accuracy88.661 | 12 | |
| Attribute Extraction | Pattern | Precision79.65 | 12 | |
| Node Classification | PATTERN 14,000 graphs | Accuracy86.865 | 8 | |
| Graph Classification | PATTERN GNNBenchmark (test) | Accuracy90.69 | 6 | |
| Image Reconstruction | Pattern | NIQE8.2 | 2 | |
| Edge extraction | Pattern captured scenes | Avg Num Components138.7 | 2 | |
| Image Quality Evaluation | Pattern | Entropy0.39 | 2 | |
| Node Classification | PATTERN | Metric- | 0 |
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