Medical Image Classification on Chest X-ray Standard Datasets
90.1Pneumonia Classification ScoreKnoBo
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KnoBo2024.05 | 90.1 | 88 | 66.5 | 73.5 | 47.4 | 73.1 | |
| Linear ProbeEvaluation Protocol=Linear Probing2024.05 | 88.6 | 94.9 | 68.4 | 73.3 | 44 | 73.8 | |
| LaBo2024.05 | 88.3 | 91.8 | 66.8 | 68.9 | 44.6 | 72.1 | |
| PCBM-h2024.05 | 87.7 | 94.9 | 68.6 | 73.2 | 49.1 | 74.7 | |
| LSL2024.05 | 87 | 86.9 | 58.4 | 64.8 | 37.7 | 67 | |
| DenseNetBackbone=DenseNet2024.05 | 85.1 | 92.4 | 56.9 | 63.5 | 32 | 66 | |
| ViT-L/14Backbone=ViT-L/142024.05 | 84.6 | 96.5 | 66 | 67 | 37.1 | 70.2 |