List your company
ResearchFormerly WizWand

Calcification Classification on VinDr

0.98AUCMammo-CLIP w/ EN-B2
0.34560.51030.6750.8397May 20, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Mammo-CLIP w/ EN-B2Pre-training Data=UPMC, Evaluation Protocol=Finetune, Training Data Percentage=100%2024.050.98
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Finetune, Training Data Percentage=100%2024.050.98
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, VinDr, Evaluation Protocol=Finetune, Training Data Percentage=100%2024.050.98
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, VinDr, Evaluation Protocol=Linear Probe, Training Data Percentage=100%2024.050.96
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=100%2024.050.94
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, VinDr, Evaluation Protocol=Linear Probe, Training Data Percentage=50%2024.050.94
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=50%2024.050.93
Mammo-CLIP w/ EN-B2Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=50%2024.050.92
Mammo-CLIP w/ EN-B2Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=100%2024.050.92
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, VinDr, Evaluation Protocol=Linear Probe, Training Data Percentage=10%2024.050.92
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=10%2024.050.91
CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Finetune, Training Data Percentage=100%2024.050.9
Mammo-CLIP w/ EN-B2Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=10%2024.050.9
CLIP w/ RN-50Pre-training Data=UPMC, Evaluation Protocol=Finetune, Training Data Percentage=100%2024.050.68
Mammo-CLIP w/ EN-B2Pre-training Data=UPMC, Evaluation Protocol=Zero-shot, Training Data Percentage=100%2024.050.68
CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=100%2024.050.65
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, VinDr, Evaluation Protocol=Zero-shot, Training Data Percentage=100%2024.050.62
Mammo-CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Zero-shot, Training Data Percentage=100%2024.050.61
CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=50%2024.050.6
CLIP w/ RN-50Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=100%2024.050.55
CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Zero-shot, Training Data Percentage=100%2024.050.53
CLIP w/ EN-B5Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=10%2024.050.53
CLIP w/ RN-50Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=50%2024.050.51
CLIP w/ RN-50Pre-training Data=UPMC, Evaluation Protocol=Linear Probe, Training Data Percentage=10%2024.050.42
CLIP w/ RN-50Pre-training Data=UPMC, Evaluation Protocol=Zero-shot, Training Data Percentage=100%2024.050.37