Breast cancer risk prediction on CSAW-CC (test) benchmark leaderboard · SOTA2 Research

Breast cancer risk prediction on CSAW-CC (test)

0.924ROCAUC (1-year)Mirai

Evaluation Results

Method	Links
Mirai2026.03		0.924	—	0.872	0.853	0.837	0.829	0.824	0.753	0.735	0.715	0.711
LoMaR (MICCAI,24)2026.03		0.922	—	0.873	0.853	0.837	0.829	0.824	0.754	0.735	0.715	0.711
VMRA (MICCAI,25)2026.03		0.922	—	0.872	0.853	0.836	0.829	0.823	0.752	0.734	0.714	0.71
LoMaR2024.04		0.92	0.81	0.84	0.84	0.82	0.81	—	—	—	—	—
LoMaR2024.04		0.92	0.82	0.85	0.84	0.82	0.81	—	—	—	—	—
LoMaR2024.04		0.92	0.82	0.84	0.84	0.82	0.83	—	—	—	—	—
LoMaR2024.04		0.92	0.82	0.84	0.84	0.83	0.85	—	—	—	—	—
LoMaR2024.04		0.92	0.82	0.84	0.84	0.85	0.86	—	—	—	—	—
LoMaR2024.04		0.92	0.82	0.84	0.84	0.84	0.84	—	—	—	—	—
VMRA (MICCAI,25)2026.03		0.92	—	0.868	0.851	0.842	0.851	0.822	0.752	0.736	0.728	0.745
VMRA+PHD2026.03		0.92	—	0.869	0.852	0.847	0.855	0.818	0.749	0.733	0.734	0.757
LoMaR (MICCAI,24)2026.03		0.914	—	0.865	0.851	0.841	0.851	0.817	0.749	0.738	0.731	0.74
LoMaR+PHD2026.03		0.913	—	0.865	0.852	0.845	0.853	0.81	0.744	0.734	0.735	0.752
Mirai2024.04		0.9	0.81	0.86	0.82	0.8	0.78	—	—	—	—	—
Image-Only DL2024.04		0.83	0.75	0.79	0.75	0.73	0.71	—	—	—	—	—