COVIDx
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | COVIDx | Accuracy93.5 | 57 | |
| Linear Classification | COVIDx (test) | Accuracy93 | 39 | |
| Medical Image Classification | COVIDx | Accuracy95.2 | 36 | |
| COVID-19 pneumonia detection | COVIDx (test) | AUROC0.993 | 20 | |
| Image Classification | COVIDx CRX-2 (1000 samples) | Mean Accuracy93.97 | 14 | |
| Image Classification | COVIDx CRX-2 (500 samples) | Mean Accuracy91.56 | 14 | |
| Image Classification | COVIDx CRX-2 (100 samples) | Mean Accuracy83.06 | 14 | |
| Linear classification | COVIDx 100% (train) | Accuracy93.4 | 9 | |
| Linear classification | COVIDx 10% (train) | Accuracy88.2 | 9 | |
| Linear classification | COVIDx 1% (train) | Accuracy76.6 | 9 | |
| Classification | COVIDx CXR Modality | Accuracy56.4 | 8 | |
| Chest X-ray Classification | COVIDx | Accuracy0.97 | 8 | |
| Vision Classification | Covidx | Accuracy96.25 | 7 | |
| Image Classification | COVIDx (test) | Accuracy81.73 | 6 |
Showing 14 of 14 rows