Hierarchical Classification on PANDA benchmark leaderboard · SOTA2 Research

Hierarchical Classification on PANDA

1.22Parent-child Violation RateWSI-VQA

Evaluation Results

Method	Links
WSI-VQA2026.06		1.22
TaxoMIL2026.06		1.41
SlideChat2026.06		2.06
CLAM-SB2026.06		2.72
HiClass2026.06		3
ViLa-MIL2026.06		3.19
TransMIL2026.06		3.56
S4MIL2026.06		3.75
Chang et al.2026.06		3.75
HMIL2026.06		4.32
MambaMIL2026.06		4.5
ABMIL2026.06		5.44