SEEDS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | Seeds | ARI0.7664 | 24 | |
| Clustering | Seeds | SSE673.43 | 22 | |
| Clustering | Seeds | ARI48.4 | 20 | |
| Pairwise-constrained clustering | Seeds UCI (full) | SSE600.18 | 15 | |
| Clustering | Seeds (test) | ARI0.614 | 10 | |
| Classification | Seeds | Accuracy93.81 | 8 | |
| Clustering | seeds | ARI77.3 | 8 | |
| Active Learning | Seeds | AULC90.7 | 8 | |
| Classification | Seeds | ROC AUC99.6 | 8 | |
| Tabular Classification | Seeds | Cohen's Kappa0.936 | 8 | |
| Pruning Boosted Tree Ensembles | Seeds | Pruning Rate91.3 | 7 | |
| Nonstationary backward transfer | Seeds | BWT-ARI-0.236 | 7 | |
| Incremental Clustering | Seeds | Avg Inc ARI0.641 | 7 | |
| Bayesian Inference | Seeds 26D | ELBO-44.35 | 6 | |
| Hierarchical Clustering | Seeds | Dendrogram Purity88 | 6 | |
| Clustering | Seeds | ARI77 | 5 | |
| Manifold Learning | Seeds | TW + CN / 2 Score98.06 | 5 | |
| Ensemble Compression | SEEDS | S Score15 | 4 | |
| Clustering | Seeds k=3 (test) | ARI0.7208 | 4 | |
| Classification | Seeds | Misclassification Count16 | 3 | |
| Classification | SEEDS | Accuracy97.62 | 2 |
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