Medical Image Classification on MedTrinity (test)
11.29ChestXray14 PerformanceRandom Selection
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Random SelectionModel=B32-400M, Selection Ratio=50%2025.11 | 11.29 | 11.32 | 22.6 | 10.68 | 6.69 | 6.3 | 35.72 | 8.5 | 5.02 | |
| Random SelectionModel=B16-CC, Selection Ratio=10%2025.11 | 9.89 | 10.62 | 25.9 | 13.04 | 12.71 | 13.33 | 35.65 | 5 | 6.15 | |
| Random SelectionModel=B32-CC, Selection Ratio=50%2025.11 | 7.56 | 11.07 | 25 | 21.59 | 14.56 | 14.72 | 46.03 | 16 | 8.01 | |
| Random SelectionModel=B16-CC, Selection Ratio=50%2025.11 | 6.45 | 18.5 | 25.4 | 19.92 | 14.79 | 15.54 | 42.45 | 5.75 | 4.92 | |
| Random SelectionModel=B32-400M, Selection Ratio=10%2025.11 | 6.05 | 13.97 | 25 | 10.77 | 6.86 | 5.3 | 34.5 | 9.75 | 5.31 | |
| Random SelectionModel=B16-400M, Selection Ratio=10%2025.11 | 4.78 | 10.62 | 12.4 | 13.98 | 8.57 | 7.73 | 27.73 | 12.75 | 9.46 | |
| Random SelectionModel=B32-CC, Selection Ratio=10%2025.11 | 4.42 | 9.63 | 25 | 16.22 | 8.98 | 6.24 | 31.91 | 14.25 | 9.18 | |
| Random SelectionModel=B16-400M, Selection Ratio=50%2025.11 | 2.86 | 10.62 | 16.2 | 13.17 | 11.93 | 10.32 | 30.28 | 7.5 | 9.7 |