Medical Image Classification on APTOS 2019 (test)
84.8Test AccuracyJoCor
Evaluation Results
| Method | Links | |
|---|---|---|
| JoCorNoise rate=0.12024.11 | 84.8 | |
| CUFITNoise rate=0.12024.11 | 84.2 | |
| CUFITNoise rate=0.22024.11 | 84.2 | |
| CoDisNoise rate=0.12024.11 | 83.2 | |
| JoCorNoise rate=0.22024.11 | 83.1 | |
| Co-teachingNoise rate=0.12024.11 | 82.8 | |
| ReinNoise rate=0.12024.11 | 82.5 | |
| CoDisNoise rate=0.22024.11 | 82 | |
| CUFITNoise rate=0.42024.11 | 81.6 | |
| CUFITNoise rate=Mean2024.11 | 81.6 | |
| Co-teachingNoise rate=0.22024.11 | 81.2 | |
| CoDisNoise rate=Mean2024.11 | 80.1 | |
| Linear probingNoise rate=0.42024.11 | 79.5 | |
| Co-teachingNoise rate=0.42024.11 | 79.5 | |
| CoDisNoise rate=0.42024.11 | 79.5 | |
| JoCorNoise rate=Mean2024.11 | 79.5 | |
| Linear probingNoise rate=0.22024.11 | 79.4 | |
| Linear probingNoise rate=0.12024.11 | 79.2 | |
| Co-teachingNoise rate=Mean2024.11 | 79.1 | |
| ReinNoise rate=0.22024.11 | 78.7 | |
| ReinNoise rate=0.42024.11 | 77.2 | |
| CUFITNoise rate=0.62024.11 | 76.3 | |
| Linear probingNoise rate=Mean2024.11 | 76.3 | |
| JoCorNoise rate=0.42024.11 | 76 | |
| CoDisNoise rate=0.62024.11 | 75.7 | |
| JoCorNoise rate=0.62024.11 | 74.2 | |
| Co-teachingNoise rate=0.62024.11 | 72.9 | |
| Full-trainingNoise rate=0.42024.11 | 69.9 | |
| ReinNoise rate=Mean2024.11 | 68.9 | |
| Linear probingNoise rate=0.62024.11 | 66.9 | |
| Full-trainingNoise rate=0.12024.11 | 66.8 | |
| Full-trainingNoise rate=0.22024.11 | 65.9 | |
| Full-trainingNoise rate=Mean2024.11 | 62.7 | |
| Full-trainingNoise rate=0.62024.11 | 48.2 | |
| ReinNoise rate=0.62024.11 | 42 |