Whole-slide image classification on Camelyon 17 benchmark leaderboard · SOTA2 Research

Whole-slide image classification on Camelyon 17

89.99F1 ScoreMoEMambaMIL

Evaluation Results

Method	Links
MoEMambaMIL2026.03		89.99	95.24	96
MoEMambaMIL2026.03		88.81	97.54	96
CP-MID2026.03		81.75	89.68	93
SRMambaMIL2026.03		81.38	94.18	93
BiMambaMIL2026.03		80.49	93.53	94
MambaMIL2026.03		79.82	92.82	94
SRMambaMIL2026.03		79.82	90.53	94
CLAM2026.03		78.57	90.9	88.6
MambaMIL2026.03		76.99	91.4	92
BiMambaMIL2026.03		75.21	91.25	93
CLAM2026.03		73.97	85.57	87
MoEMambaMIL2026.03		70.52	83.37	92
SRMambaMIL2026.03		69.93	80.86	92
TransMIL2026.03		65.72	82.36	86.2
CLAM2026.03		63.52	77.03	87
Prov-GigaPath2026.03		63.2	53.2	41.46
MambaMIL2026.03		62.72	74.9	91
BiMambaMIL2026.03		62.68	82.06	92
CP-MID2026.03		62.66	78.37	86.4
DSMIL2026.03		54.5	77.1	76
BatMIL2026.05		50.7	77.8	77.8
CLAM2026.05		50.3	71	75.8
PathRWKV2026.05		49.9	72.2	75.2
ABMIL2026.05		49.8	70.8	75.6
DTFD-MIL2026.05		46.3	71.6	75.6
MambaMIL2026.05		46	71.9	75.8
DSMIL2026.05		43.6	71	74.6
GigaPath2026.05		42.3	69.7	73.1
TransMIL2026.05		40.4	70	75.4
HiGT2026.05		31.1	57.7	57
ZoomMIL2026.05		30.9	58.7	58.3
MamMIL2026.05		30.3	54.6	66.7
S4MIL2026.05		24.4	54.1	64.6
PatchGCN2026.05		24.2	54.8	54.5