Classification on TCGA-LUAD
98.47AccuracyVanilla
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VanillaBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 98.47 | 98.58 | 3.57 | 7.21 | 11.94 | |
| SPARCBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 97.85 | 98.2 | 1.39 | 1.46 | 6.89 | |
| ADBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 97.55 | 97.87 | 3.2 | 4.08 | 9.84 | |
| SUBGBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 97.5 | 97.8 | 3.25 | 5.05 | 10.6 | |
| FAAPBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 97.1 | 97.64 | 2.75 | 3.79 | 9.46 | |
| Group-DROBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 96.65 | 97.05 | 1.78 | 3.12 | 7.3 |