Covid
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | COVID | Accuracy90.47 | 54 | |
| Medical Image Classification | Covid (test) | Accuracy97.4 | 43 | |
| Medical Image Classification | COVID (downstream) | Accuracy86.21 | 28 | |
| CT Reconstruction | COVID (test) | PSNR23.41 | 28 | |
| Bayesian network structure discovery | covid | SHD29 | 22 | |
| Image Classification | COVID 4-way 5-shot (test) | Accuracy95.58 | 20 | |
| Image Classification | COVID 4-way 1-shot (test) | Accuracy93.47 | 20 | |
| Respiratory Classification | Covid Cough 2 | AUROC0.887 | 8 | |
| Covid Variant Classification | Covid GUE | MCC74.09 | 5 | |
| Spatio-temporal Density Estimation | Covid (test) | NLL1.916 | 4 | |
| Medical Image Classification | Covid CA | Accuracy82.5 | 2 | |
| Medical Image Classification | Covid (BA) | Accuracy99.9 | 2 |
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