Medical Image Classification on Med-MT
79.37Retinal AccuracyLoRKD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LoRKDParams(M)=1.952024.04 | 79.37 | 85.06 | 79.04 | 88.63 | 72.57 | 83.65 | 52.42 | 75.73 | |
| MTL-KDParams(M)=1.252024.04 | 79.23 | 77.27 | 77.89 | 88.06 | 76.11 | 77.88 | 49.17 | 73.8 | |
| MTLParams(M)=1.252024.04 | 78.14 | 78.57 | 77.85 | 87.94 | 69.91 | 79.81 | 49.41 | 73.25 | |
| STLParams(M)=10.032024.04 | 75.27 | 77.92 | 76.59 | 85.62 | 69.91 | 75 | 51.15 | 72.04 | |
| STL-KDParams(M)=10.032024.04 | 71.45 | 67.53 | 77.18 | 86.06 | 60.18 | 78.85 | 51.23 | 69.64 | |
| KFParams(M)=3.992024.04 | 65.3 | 74.67 | 52.19 | 61.12 | 77.88 | 79.81 | 33.5 | 63.09 | |
| Aligned-MTLParams(M)=1.252024.04 | 61.07 | 56.49 | 51.5 | 52.63 | 69.03 | 67.31 | 19.17 | 53 | |
| MoCo-MTLParams(M)=1.252024.04 | 58.74 | 55.84 | 51.74 | 48.31 | 67.26 | 67.31 | 20.11 | 52.01 | |
| FoundationParams(M)=23.512024.04 | 51.83 | 87.01 | 81.82 | 91.25 | 66.37 | 92.31 | 59.46 | 78.13 |