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ResearchFormerly WizWand

Classification on RSNA (Accuracy and AUC)

85.13AccuracyM-IDoL
30.977245.036159.09573.1539Jul 30, 2024Nov 10, 2024Feb 21, 2025Jun 4, 2025Sep 15, 2025Dec 27, 2025Apr 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
M-IDoL2026.0485.1393.23
DINO2026.0484.2192.32
CoSMIC2026.0484.1992.8
UniMed2026.0482.4689.57
MAE2026.0482.3191.84
SwinViT2026.0482.192
LVM-Med2026.0481.1990.36
Unimiss+2026.0480.8891.05
CLEFT-LORAEvaluation Protocol=Full-finetuning2024.0780.3688.72
MedCoss2026.0480.3390.79
CLEFT-IA3Evaluation Protocol=Full-finetuning2024.0779.9988.59
MGCA-VIT+Evaluation Protocol=Full-finetuning, Pre-training Dataset=2x larger than standard2024.0779.7988.11
CLEFT-LORAEvaluation Protocol=Linear-probing2024.0779.488.34
CLEFT-PrefixEvaluation Protocol=Full-finetuning2024.0779.3488.52
MedCLIP-SwinEvaluation Protocol=Linear-probing, Pre-training Dataset=2x larger than standard2024.0779.2688.26
MedCLIP-SwinEvaluation Protocol=Full-finetuning, Pre-training Dataset=2x larger than standard2024.0778.887.36
CLEFT-IA3Evaluation Protocol=Linear-probing2024.0778.887.74
MRM-VITEvaluation Protocol=Full-finetuning2024.0778.7786.63
CLEFT-PrefixEvaluation Protocol=Linear-probing2024.0778.7588.3
GLORIA-R50Evaluation Protocol=Full-finetuning2024.0778.5587.15
ConVIRT-R50Evaluation Protocol=Linear-probing2024.0778.46—
ImageNet-ViTEvaluation Protocol=Full-finetuning2024.0777.4485.24
CLIP-VITEvaluation Protocol=Full-finetuning2024.0777.0883.53
GLORIA-R50Evaluation Protocol=Linear-probing2024.0776.7786.53
MRM-VITEvaluation Protocol=Linear-probing2024.0776.4385.48
MGCA-VIT+Evaluation Protocol=Linear-probing, Pre-training Dataset=2x larger than standard2024.0775.3585.63
ImageNet-ViTEvaluation Protocol=Linear-probing2024.0774.9683.72
MedCLIP-SwinEvaluation Protocol=Zero-shot, Pre-training Dataset=2x larger than standard2024.0774.47—
Random-ViTEvaluation Protocol=Full-finetuning2024.0772.779.89
MGCA-VIT+Evaluation Protocol=Zero-shot, Pre-training Dataset=2x larger than standard2024.0769.9—
CLIP-VITEvaluation Protocol=Linear-probing2024.0769.4775.9
Random-ViTEvaluation Protocol=Linear-probing2024.0765.1572.22
CLEFT-LORAEvaluation Protocol=Zero-shot2024.0764.93—
CLEFT-IA3Evaluation Protocol=Zero-shot2024.0764.08—
CLEFT-PrefixEvaluation Protocol=Zero-shot2024.0764.07—
CLIP-VITEvaluation Protocol=Zero-shot2024.0749.89—
ConVIRT-R50Evaluation Protocol=Zero-shot2024.0747.31—
GLORIA-R50Evaluation Protocol=Zero-shot2024.0733.06—