| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spectral Clustering | Letters | Time cost (s)0.26 | 29 | |
| Generative Modeling | letters (test) | ELBO-130.9 | 20 | |
| Clustering | Letters | CA37.74 | 19 | |
| Clustering | Letters | AMI63 | 16 | |
| Log-likelihood estimation | letters (test) | Log-likelihood-129.9 | 10 | |
| Clustering | Letters | NMI45.9 | 10 | |
| Clustering | letters | AMI0.51 | 9 | |
| Large-scale Spectral Clustering | Letters (test) | NMI0.4537 | 9 | |
| Clustering | Letters (test) | Accuracy33.54 | 9 | |
| Ensemble Clustering | Letters | Time cost (s)1.44 | 9 | |
| Ensemble Clustering | Letters | NMI (%)45.9 | 9 | |
| Steered trajectory behavioral fidelity | Letters | Cumulative Bhattacharyya Energy (EBC)0.0232 | 3 | |
| Class-sequence traversal | Letters (Le) | Behaviour-space Arc Length0.633 | 3 | |
| Steering strength evaluation | Letters | Legibility (Top-1)99.1 | 3 | |
| Clustering | Letters | AMI63 | 3 |