Image-to-Report on External Institute Y (test)
32.36Recall@1MedCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedCLIPK=102024.05 | 32.36 | 48.43 | 57.09 | |
| MedCLIP-ViTK=Zero-shot2024.05 | 25.71 | 38.42 | 40.79 | |
| ALBEF-SS-RetSelective Sampling=true, Training=Fine-tuned2024.05 | 21.61 | 46.03 | 55.22 | |
| ALBEF-SS-RetK=Zero-shot2024.05 | 21.61 | 46.03 | 55.22 | |
| ALBEF-SS-RetK=102024.05 | 20.88 | 46.76 | 56.47 | |
| ALBEF-SS-PTSelective Sampling=true, Training=Pre-trained2024.05 | 20.25 | 48.75 | 51.56 | |
| ALBEF-RetTraining=Fine-tuned2024.05 | 19 | 50.21 | 65.76 | |
| MedCLIP-SSK=102024.05 | 18 | 36.22 | 41.44 | |
| MedCLIP2024.05 | 16.6 | 30.27 | 35.17 | |
| ALBEF-mscocoK=Zero-shot2024.05 | 14.61 | 36.01 | 43.11 | |
| ALBEF-flickr30kK=Zero-shot2024.05 | 7.83 | 33.82 | 40.29 | |
| MedCLIP-SSSelective Sampling=true2024.05 | 4.28 | 11.69 | 20.98 | |
| NNk=102024.05 | 3.34 | — | — | |
| ALBEFK=102024.05 | 0.3 | 29.96 | 55.01 |