Zoo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Boolean Matrix Factorization | zoo | BMF Error-1 | 30 | |
| Vertex Classification | Zoo (test) | Accuracy (%)98.46 | 21 | |
| Multi-class Classification | Zoo | F1-score100 | 16 | |
| Clustering | Zoo | ARI80.7 | 11 | |
| Hierarchical Clustering | Zoo | DP0.979 | 10 | |
| Multiclass Classification | zoo | Weighted F1-score100 | 9 | |
| Multiclass imbalanced classification | zoo | AUC1 | 9 | |
| Multiclass imbalanced classification | zoo | Accuracy1 | 9 | |
| Multiclass Imbalanced Classification | zoo | G-Mean100 | 9 | |
| Classification | Zoo UCI (test) | Precision95.3 | 8 | |
| Classification | Zoo (5-fold cross-validation) | Accuracy95.05 | 7 | |
| Similarity-based classification | Zoo (test) | Accuracy88.3 | 4 | |
| Latent diffusion results | ZOO (test) | Coverage96 | 3 |
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