Classification on PANDA benchmark leaderboard · SOTA2 Research

Classification on PANDA

79.91AccuracySSMambaMIL

Evaluation Results

Method	Links
SSMambaMIL2026.04		79.91	95.4	75.31
S4MIL2026.04		79.79	95.78	74.4
MambaBack2026.04		78.1	94.8	73.3
PathRWKV2026.04		77.6	94.7	72.6
CLAM2026.04		77.48	94.81	71.68
CLAM2026.04		77.4	94.7	72.1
DSMIL2026.04		77.11	94.88	71.39
ABMIL2026.04		76.8	94.6	71.1
SlideMax2026.04		76.68	94.88	70.52
DTFD-MIL2026.04		76.2	94.4	70.5
ABMIL2026.04		75.93	94.56	69.7
MambaMIL2026.04		75.9	94.2	69.3
GigaPath2026.04		75.2	94	69.2
GigaPath2026.04		74	94.16	69.27
TransMIL2026.04		73.9	93.6	67.2
HookMIL-Txt2025.12		72.15	93.52	67.75
HookMIL-Vis2025.12		71.62	93.25	66.28
MambaMIL2026.04		71.36	92.74	62.9
HookMIL-TN2025.12		70.85	92.88	65.45
ILRA2025.12		70.02	92.65	65.1
WiKG2025.12		68.58	92.29	63.8
AMD-MIL2025.12		68.24	92.06	63.12
CLAM-MB2025.12		67.95	91.9	62.4
DTFD-MIL2025.12		67.62	91.8	61.96
CLAM-SB2025.12		67.61	91.9	62.1
ABMIL2025.12		67.39	91.81	61.96
SlideAve2026.04		66.93	89.95	60.76
ACMIL2025.12		66.58	91.38	60.65
TransMIL2025.12		66.09	91.16	59.81
DSMIL2025.12		65.48	90.76	59.56