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Classification on RSNA (Accuracy and AUC)

85.13Accuracy

M-IDoL

Updated 6d ago

Evaluation Results

Method	Links
M-IDoL 2026.04		85.13	93.23
DINO 2026.04		84.21	92.32
CoSMIC 2026.04		84.19	92.8
UniMed 2026.04		82.46	89.57
MAE 2026.04		82.31	91.84
SwinViT 2026.04		82.1	92
LVM-Med 2026.04		81.19	90.36
Unimiss+ 2026.04		80.88	91.05
CLEFT-LORA 2024.07		80.36	88.72
MedCoss 2026.04		80.33	90.79
CLEFT-IA3 2024.07		79.99	88.59
MGCA-VIT+ 2024.07		79.79	88.11
CLEFT-LORA 2024.07		79.4	88.34
CLEFT-Prefix 2024.07		79.34	88.52
MedCLIP-Swin 2024.07		79.26	88.26
MedCLIP-Swin 2024.07		78.8	87.36
CLEFT-IA3 2024.07		78.8	87.74
MRM-VIT 2024.07		78.77	86.63
CLEFT-Prefix 2024.07		78.75	88.3
GLORIA-R50 2024.07		78.55	87.15
ConVIRT-R50 2024.07		78.46	-
ImageNet-ViT 2024.07		77.44	85.24
CLIP-VIT 2024.07		77.08	83.53
GLORIA-R50 2024.07		76.77	86.53
MRM-VIT 2024.07		76.43	85.48
MGCA-VIT+ 2024.07		75.35	85.63
ImageNet-ViT 2024.07		74.96	83.72
MedCLIP-Swin 2024.07		74.47	-
Random-ViT 2024.07		72.7	79.89
MGCA-VIT+ 2024.07		69.9	-
CLIP-VIT 2024.07		69.47	75.9
Random-ViT 2024.07		65.15	72.22
CLEFT-LORA 2024.07		64.93	-
CLEFT-IA3 2024.07		64.08	-
CLEFT-Prefix 2024.07		64.07	-
CLIP-VIT 2024.07		49.89	-
ConVIRT-R50 2024.07		47.31	-
GLORIA-R50 2024.07		33.06	-