Multimodal Image-Text Retrieval on Open-I 200 cases
1.85Student Mean RankLLM2CLIP4CXR_all
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLM2CLIP4CXR_allTraining Data=Full corpus (MIMIC-CXR, CheXpert-plus, PadChest, and SNUH reports)2025.09 | 1.85 | 2.46 | 2.19 | |
| LLM2CLIP4CXR_MCTraining Data=MIMIC+CheXpert2025.09 | 2.46 | 2.75 | 2.62 | |
| MAIRA22025.09 | 2.5 | 3.55 | 3.08 | |
| BC2CTraining Data=MIMIC+CheXpert2025.09 | 3.47 | 3.89 | 3.71 | |
| CLIP4CXRTraining Data=MIMIC+CheXpert2025.09 | 3.54 | 4 | 3.8 | |
| CXR-CLIPTraining Data=MIMIC+CheXpert2025.09 | 3.71 | 4.22 | 4.03 |