20Newsgroups
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Document Retrieval | 20Newsgroups (test) | Precision@10075.64 | 45 | |
| Unsupervised document hashing | 20Newsgroups | Precision67.31 | 36 | |
| Node Classification | 20Newsgroups (test) | Mean Accuracy81.9 | 11 | |
| Vertex Classification | 20Newsgroups (test) | Accuracy79.78 | 10 | |
| Semantic Hashing | 20Newsgroups (test) | Precision70.04 | 8 | |
| Topic Coherence Evaluation | 20Newsgroups (test) | C_P0.3758 | 8 | |
| Class-wise Forgetting | 20NewsGroups c=d=20 (Out) | Cc(Dr)1 | 7 | |
| Class-wise Forgetting | 20NewsGroups c=d=20 (In) | Cc (Dr)1 | 7 | |
| Text Classification | 20Newsgroups (test) | F1 Score85 | 7 | |
| Dimensionality Reduction | 20Newsgroups 18K | Centroid Triplet Accuracy79.4 | 5 | |
| Dimensionality Reduction | 20NewsGroups | Random Triplet Accuracy (RTE)69.5 | 5 | |
| Dimensionality Reduction | 20NewsGroups | SVM Accuracy46.4 | 5 | |
| Centroid Triplet Accuracy | 20NewsGroups | Centroid Triplet Accuracy (CTE)0.808 | 5 | |
| Membership Inference Attack | 20Newsgroups Target | ROC AUC0.6946 | 3 | |
| Membership Inference Attack | 20Newsgroups Retain | ROC AUC0.6635 | 3 | |
| Classification | 20NEWSGROUPS | Accuracy79.2 | 1 | |
| Dimensionality Reduction | 20Newsgroups 18K | Metric- | 0 |
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