Zoo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Boolean Matrix Factorization | zoo | BMF Error-1 | 30 | |
| Clustering | Zoo | ARI80.7 | 22 | |
| Vertex Classification | Zoo (test) | Accuracy (%)98.46 | 21 | |
| Multi-class Classification | Zoo | F1-score100 | 16 | |
| Hypergraph Node Classification | Zoo (test) | Accuracy99.19 | 10 | |
| Hierarchical Clustering | Zoo | DP0.979 | 10 | |
| Classification | Zoo 7 classes | Accuracy97.5 | 9 | |
| 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 | Accuracy95.09 | 8 | |
| Clustering | Zoo (UCI) | ARI0.9403 | 8 | |
| Classification | Zoo UCI (test) | Precision95.3 | 8 | |
| Classification | Zoo (5-fold cross-validation) | Accuracy95.05 | 7 | |
| Feature Selection | zoo 3 | Number of Features4 | 6 | |
| Motion Capture | Zoo Unseen | MPJPE (cm)3.39 | 5 | |
| Motion Capture | Zoo-Rare | MPJPE (cm)2.98 | 5 | |
| Motion Capture | Zoo Seen | MPJPE (cm)2.34 | 5 | |
| Multi-Class Classification | Zoo (test) | Macro F194.3 | 4 | |
| Similarity-based classification | Zoo (test) | Accuracy88.3 | 4 | |
| Latent diffusion results | ZOO (test) | Coverage96 | 3 | |
| Hypergraph Clustering | Zoo | Accuracy80.2 | 2 |
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