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. Author manuscript; available in PMC: 2024 Aug 14.
Published in final edited form as: Proc Conf Empir Methods Nat Lang Process. 2022 Dec;2022:3876–3887. doi: 10.18653/v1/2022.emnlp-main.256

Table 2:

Results of medical image classification tasks after fine-tuning. Best scores are in bold.

ACC CheXpert-5x200 MIMIC-5x200 COVID RSNA
Random 0.2500 0.2220 0.5056 0.6421
ImageNet 0.3200 0.2830 0.6020 0.7560
CLIP 0.3020 0.2780 0.5866 0.7303
ConVIRT 0.4770 0.4040 0.6983 0.7846
GLoRIA 0.5370 0.3590 0.7623 0.7981
MedCLIP 0.5960 0.5650 0.7890 0.8075