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Mammography Classification on VinDr

0.866ROC AUC

Attend What Matters

Updated 3mo ago

Evaluation Results

Method	Links
Attend What Matters 2026.04		0.866	-	54.5	66.5	80.7	90.3
TReg-SwinT 2026.04		0.858	-	53	55.1	80.6	90.2
M-C-B5 2026.04		0.858	-	50.8	65.4	83.5	89.9
ViT-B 2026.04		0.83	-	50	61.4	77	86.9
M_VinDr 2025.08		0.8	0.84	-	-	-	-
M_VinDr(BNFC) 2025.08		0.8	0.83	-	-	-	-
M_HCTP+VinDr(BNFC) 2025.08		0.79	0.82	-	-	-	-
M_HCTP+VinDr(DA_BNFC) 2025.08		0.79	0.82	-	-	-	-
ViT-A 2026.04		0.79	-	41.1	55	71.2	84.3
ViT-C 2026.04		0.784	-	31.1	43.7	67.2	82.4
M_HCTP+VinDr 2025.08		0.78	0.82	-	-	-	-
MMBCD 2026.04		0.771	-	27	50	66.2	82.8
M_HCTP+VinDr(DA) 2025.08		0.77	0.82	-	-	-	-
M_HCTP(BNFC) 2025.08		0.74	0.78	-	-	-	-
M_HCTP+VinDr 2025.08		0.72	0.76	-	-	-	-
M_HCTP 2025.08		0.7	0.73	-	-	-	-
M_HCTP+VinDr 2025.08		0.7	0.75	-	-	-	-
M_NYU 2025.08		0.69	0.74	-	-	-	-
M_NYU 2025.08		0.68	0.73	-	-	-	-
M_HCTP 2025.08		0.68	0.71	-	-	-	-
M_HCTP 2025.08		0.68	0.71	-	-	-	-
M_NYU 2025.08		0.67	0.71	-	-	-	-
M_NYU 2025.08		0.67	0.72	-	-	-	-
M_VinDr 2025.08		0.67	0.73	-	-	-	-
M_VinDr 2025.08		0.67	0.73	-	-	-	-
M_VinDr(BNFC) 2025.08		0.66	0.7	-	-	-	-
M_VinDr(BNFC) 2025.08		0.65	0.7	-	-	-	-
M_HCTP(BNFC) 2025.08		0.64	0.66	-	-	-	-
M_HCTP(BNFC) 2025.08		0.64	0.66	-	-	-	-
M_HCTP+VinDr(BNFC) 2025.08		0.64	0.69	-	-	-	-
M_HCTP+VinDr(BNFC) 2025.08		0.64	0.69	-	-	-	-
XFMamba 2026.04		0.636	-	18.3	25.2	51.5	64.6
MedVAE 2026.04		0.575	-	20.6	23.7	41.9	60.1
M_NYU 2025.08		0.55	0.6	-	-	-	-
M_NYU 2025.08		0.5	0.53	-	-	-	-