Dermatology
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-class Classification | Dermatology | F1-score98.54 | 15 | |
| Clustering | dermatology | AMI0.92 | 9 | |
| Multiclass Classification | dermatology | Weighted F197.3 | 9 | |
| Multiclass imbalanced classification | dermatology | AUC0.999 | 9 | |
| Multiclass imbalanced classification | dermatology | Accuracy97.3 | 9 | |
| Multiclass Imbalanced Classification | dermatology | G-Mean1 | 9 | |
| Classification | Dermatology (5-fold cross-validation) | Accuracy86.87 | 7 | |
| Image Classification | Dermatology | Accuracy56.76 | 7 | |
| Multiclass Classification | Dermatology (test) | DP14.3 | 6 | |
| Circle Packing | Dermatology large variance | NP10.311 | 4 | |
| Circle Packing | Dermatology small circle radii variance | NP10.233 | 4 | |
| Circle packing | Dermatology | Running time (s)0.01 | 4 |
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