Citeseer
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | Citeseer | Accuracy95 | 1,037 | |
| Node Classification | Citeseer (test) | Accuracy0.924 | 1,013 | |
| Node Classification | CiteSeer | Accuracy95.75 | 541 | |
| Node Classification | Citeseer | Mean Accuracy97.96 | 238 | |
| Link Prediction | Citeseer | AUC100 | 174 | |
| Node Clustering | Citeseer | NMI54.1 | 151 | |
| Node Classification | Citeseer standard (test) | Accuracy75.7 | 121 | |
| Graph Classification | CiteSeer | Accuracy73.32 | 112 | |
| Node Classification | Citeseer | Accuracy (%)83.22 | 105 | |
| Node Classification | Citeseer transductive (test) | Accuracy77 | 100 | |
| Node Classification | Citeseer | Accuracy85.35 | 86 | |
| Node Classification | Citeseer original (test) | Accuracy75.5 | 84 | |
| Graph Anomaly Detection | CiteSeer | AUPRC86.18 | 67 | |
| Node Classification | Citeseer (48/32/20) | Mean Accuracy (%)78.02 | 66 | |
| Membership Privacy Estimation | CiteSeer 50% nodes sampled | P5 Estimate3.7 | 64 | |
| Privacy parameter estimation | CiteSeer 25% nodes sampled (train) | P512 | 64 | |
| Node classification | CiteSeer | Accuracy0.784 | 63 | |
| Transductive Node Classification | Citeseer (transductive) | Accuracy77.99 | 61 | |
| Node Classification | Citeseer | Macro-F168.04 | 59 | |
| Node Classification | Citeseer full-supervised | Accuracy0.8351 | 55 | |
| Node Classification | CiteSeer | Accuracy76.5 | 51 | |
| Node Classification | Citeseer (inductive) | Accuracy76.09 | 51 | |
| Link Prediction | Citeseer (test) | AUC0.977 | 50 | |
| Node Classification | CiteSeer (random) | Accuracy77 | 47 | |
| Node Classification | Citeseer (standard) | Accuracy80.52 | 46 |
Showing 25 of 342 rows
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