KMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Out-of-Distribution Detection | KMNIST (test) | AUROC0.953 | 22 | |
| Generative Modeling | kmnist (test) | ELBO-171.6 | 20 | |
| Density Estimation | KMNIST (test) | Log-likelihood-170.2 | 20 | |
| Image Classification | KMNIST | Error Rate (%)0.95 | 10 | |
| Image Classification | KMNIST (val) | Validation Accuracy95.27 | 9 | |
| Lossless Image Compression | KMNIST (test) | BPP3.56 | 6 | |
| Structure Preservation | KMnist | SMD27.6 | 6 | |
| Clustering | KMnist | Accuracy71.2 | 6 | |
| Classification | KMnist | Accuracy78.2 | 6 | |
| Out-of-Distribution Detection | KMNIST | TNR @ TPR9598.57 | 6 | |
| RBM learning | kMNIST (test) | Log Likelihood (AIS)-357.69 | 4 | |
| Sketch Vectorization | KMNIST (test) | Accuracy0.89 | 4 |
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