Citeseer
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | Citeseer | Accuracy95 | 804 | |
| Node Classification | Citeseer (test) | Accuracy0.8013 | 729 | |
| Node Classification | CiteSeer | Accuracy95.75 | 275 | |
| Link Prediction | Citeseer | AUC98.43 | 146 | |
| Node Classification | Citeseer standard (test) | Accuracy75.7 | 121 | |
| Node Clustering | Citeseer | NMI54.1 | 110 | |
| Node Classification | Citeseer original (test) | Accuracy75.5 | 84 | |
| Transductive Node Classification | Citeseer (transductive) | Accuracy77.99 | 61 | |
| Node Classification | Citeseer full-supervised | Accuracy0.8351 | 51 | |
| Node Classification | Citeseer (48/32/20) | Mean Accuracy (%)78.02 | 50 | |
| Node Classification | CiteSeer (random) | Accuracy77 | 47 | |
| Node Classification | Citeseer (standard) | Accuracy80.52 | 46 | |
| Node Classification | CiteSeer 1% label rate | Accuracy68.4 | 45 | |
| Node Classification | CiteSeer 0.5% label rate | Accuracy63.7 | 45 | |
| Node Classification | Citeseer h=0.74 (test) | Accuracy78.02 | 42 | |
| Node Classification | Citeseer H=0.74 | Accuracy79.9 | 39 | |
| Node Classification | CiteSeer | F1 Score74.13 | 39 | |
| Confidence Calibration | Citeseer | ECE3.86 | 36 | |
| Community Detection | CiteSeer | Avg Detected Communities628.9 | 31 | |
| Semi-supervised node classification | Citeseer | Accuracy77.56 | 31 | |
| Link Prediction | Citeseer (test) | AUC0.947 | 31 | |
| Graph Classification | CiteSeer | Accuracy73.32 | 29 | |
| Node Classification | CiteSeer (60%/20%/20%) | Test Accuracy86.85 | 28 | |
| Node Classification | CITESEER 1.0 (test) | Accuracy76.88 | 28 | |
| Node Classification | Citeseer transductive (test) | Accuracy77 | 28 |
Showing 25 of 216 rows
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