Cancer Subtyping on BRACS-7 benchmark leaderboard · SOTA2 Research

Cancer Subtyping on BRACS-7

0.893AUCPATHCTM

Evaluation Results

Method	Links
PATHCTM2026.05		0.893	—	362	8.28
PATHCTM2026.05		0.889	—	224	6.64
ABMIL2026.05		0.886	—	2,605	74.41
RRT2026.05		0.879	—	11,929	264.34
WIKG2026.05		0.871	—	11,929	264.36
CLAM2026.05		0.87	—	11,929	264.33
ABMIL2026.05		0.869	—	11,929	264.33
DSMIL2026.05		0.869	—	11,929	264.33
CLAM2026.05		0.862	—	2,605	74.41
TRANSMIL2026.05		0.861	—	2,605	74.41
RRT2026.05		0.86	—	2,605	74.41
ZOOMMIL2026.05		0.86	—	911	21.04
ZOOMMIL2026.05		0.855	—	400	11.79
DSMIL2026.05		0.853	—	2,605	74.41
TRANSMIL2026.05		0.853	—	11,929	264.34
WIKG2026.05		0.844	—	2,605	74.41
EAGLE2026.05		0.825	—	756	22.28
HDMIL2026.05		0.821	—	3,632	80.51
MambaMIL2024.03		0.804	50.6	—	—
MambaMIL2024.03		0.803	49.8	—	—
EAGLE2026.05		0.803	—	935	21.59
DTFDMIL2024.03		0.799	48.6	—	—
ABMIL2024.03		0.797	48.7	—	—
CLAM-MB2024.03		0.78	45.7	—	—
CLAM-MB2024.03		0.78	46.9	—	—
S4MIL2024.03		0.776	46.9	—	—
DSMIL2024.03		0.771	47.8	—	—
HDMIL2026.05		0.769	—	882	25.21
DSMIL2024.03		0.768	45.2	—	—
ABMIL2024.03		0.765	39.3	—	—
S4MIL2024.03		0.76	42.2	—	—
DTFDMIL2024.03		0.758	44.8	—	—
HAG-MIL2026.05		0.757	—	895	26.37
HAG-MIL2026.05		0.757	—	895	20.67
Mean-Pooling2024.03		0.756	39.6	—	—
Mean-Pooling2024.03		0.744	45.4	—	—
Max-Pooling2024.03		0.72	36.5	—	—
Max-Pooling2024.03		0.707	38.9	—	—
TransMIL2024.03		0.705	32.8	—	—
TransMIL2024.03		0.699	36.3	—	—