Classification on RSNA Pneumonia (test)
0.9191AUC-ROCM&M
Evaluation Results
| Method | Links | |
|---|---|---|
| M&MTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.9191 | |
| M&MTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8944 | |
| MedKLIPTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8931 | |
| LOVTTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8927 | |
| PRIORTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8922 | |
| GLORIATraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8913 | |
| BioViLTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8862 | |
| M&MTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8811 | |
| SimCLRTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8807 | |
| MedKLIPTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8799 | |
| MoCoTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.879 | |
| ConVIRTTraining Data Ratio=100%, Evaluation Protocol=fine-tuning2024.07 | 0.8761 | |
| MedKLIPTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8731 | |
| PRIORTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8708 | |
| GLORIATraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8683 | |
| LOVTTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8653 | |
| PRIORTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8574 | |
| ConVIRTTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8562 | |
| LOVTTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8551 | |
| BioViLTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8537 | |
| MoCoTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.8522 | |
| SimCLRTraining Data Ratio=10%, Evaluation Protocol=fine-tuning2024.07 | 0.846 | |
| GLORIATraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8412 | |
| ConVIRTTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8398 | |
| MoCoTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8233 | |
| BioViLTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8195 | |
| SimCLRTraining Data Ratio=1%, Evaluation Protocol=fine-tuning2024.07 | 0.8018 |