Pneumonia
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Chest X-ray Classification | Pneumonia (test) | Accuracy0.955 | 35 | |
| Image Classification | Pneumonia JSD = 0.142 (GS) | True Positives861 | 20 | |
| Image Classification | Pneumonia JSD = 1e-4 (RS) | True Positives (TP)963 | 20 | |
| Medical Image Classification | Pneumonia (random) | Accuracy89.9 | 19 | |
| Disease Classification | Pneumonia Underrepresented Class (test) | Accuracy73 | 6 | |
| Medical Image Classification | Pneumonia (test) | Accuracy81.71 | 2 | |
| Medical Image Classification | Pneumonia | AUC99.93 | 1 | |
| Medical Image Classification | Pneumonia (val) | Accuracy84.5 | 1 | |
| Medical Image Classification | Pneumonia (train) | Accuracy88.1 | 1 |
Showing 9 of 9 rows