WebKB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | WebKB university split Concept shift | OOD Test Accuracy38.53 | 30 | |
| Node Classification | WebKB university split Covariate shift | OOD Test Accuracy40.48 | 30 | |
| Classification | WebKB | Accuracy99.67 | 20 | |
| Multi-view Classification | WebKB | Accuracy88.29 | 16 | |
| Clustering | WEBKB4 | Purity0.62 | 15 | |
| Node Classification | WebKB Wisconsin (train-val-test) | Accuracy0.894 | 12 | |
| Node Classification | WebKB Texas (train-val-test) | Accuracy88.9 | 12 | |
| Classification | WebKB last 5% of data stream | Accuracy99.37 | 10 | |
| Stream Classification | WebKB last 20% of data stream | Average Accuracy99.6 | 10 | |
| Classification | WebKB last 10% data stream | Average Accuracy99.69 | 10 | |
| Semi-supervised classification | WebKB | Accuracy91.8 | 10 | |
| Multi-view Clustering | WebKB | Accuracy (ACC)95.15 | 9 | |
| Multilayer Graph Clustering | WebKB Texas | Average Clustering Error0.277 | 8 | |
| Node classification | WebKB Cornell fixed 10-split | Accuracy86.22 | 8 | |
| Node classification | WebKB Wisconsin (fixed 10-split) | Accuracy87.65 | 8 | |
| Node classification | WebKB Texas fixed 10-split | Accuracy85.14 | 8 | |
| Marginal Prediction Length | GOOD-WebKB (WKB) | Marginal Prediction Length4.24 | 7 | |
| Classification | GOOD-WebKB | WSC Prediction Length3.06 | 7 |
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