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Cancer Subtyping on BRACS-7

0.893AUC

PATHCTM

Updated 14d ago

Evaluation Results

Method	Links
PATHCTM 2026.05		0.893	-	362	8.28
PATHCTM 2026.05		0.889	-	224	6.64
ABMIL 2026.05		0.886	-	2,605	74.41
RRT 2026.05		0.879	-	11,929	264.34
WIKG 2026.05		0.871	-	11,929	264.36
CLAM 2026.05		0.87	-	11,929	264.33
ABMIL 2026.05		0.869	-	11,929	264.33
DSMIL 2026.05		0.869	-	11,929	264.33
CLAM 2026.05		0.862	-	2,605	74.41
TRANSMIL 2026.05		0.861	-	2,605	74.41
RRT 2026.05		0.86	-	2,605	74.41
ZOOMMIL 2026.05		0.86	-	911	21.04
ZOOMMIL 2026.05		0.855	-	400	11.79
DSMIL 2026.05		0.853	-	2,605	74.41
TRANSMIL 2026.05		0.853	-	11,929	264.34
WIKG 2026.05		0.844	-	2,605	74.41
EAGLE 2026.05		0.825	-	756	22.28
HDMIL 2026.05		0.821	-	3,632	80.51
MambaMIL 2024.03		0.804	50.6	-	-
MambaMIL 2024.03		0.803	49.8	-	-
EAGLE 2026.05		0.803	-	935	21.59
DTFDMIL 2024.03		0.799	48.6	-	-
ABMIL 2024.03		0.797	48.7	-	-
CLAM-MB 2024.03		0.78	45.7	-	-
CLAM-MB 2024.03		0.78	46.9	-	-
S4MIL 2024.03		0.776	46.9	-	-
DSMIL 2024.03		0.771	47.8	-	-
HDMIL 2026.05		0.769	-	882	25.21
DSMIL 2024.03		0.768	45.2	-	-
ABMIL 2024.03		0.765	39.3	-	-
S4MIL 2024.03		0.76	42.2	-	-
DTFDMIL 2024.03		0.758	44.8	-	-
HAG-MIL 2026.05		0.757	-	895	26.37
HAG-MIL 2026.05		0.757	-	895	20.67
Mean-Pooling 2024.03		0.756	39.6	-	-
Mean-Pooling 2024.03		0.744	45.4	-	-
Max-Pooling 2024.03		0.72	36.5	-	-
Max-Pooling 2024.03		0.707	38.9	-	-
TransMIL 2024.03		0.705	32.8	-	-
TransMIL 2024.03		0.699	36.3	-	-