Colorectal polyp classification on In-house WLI (test) benchmark leaderboard · SOTA2 Research

Colorectal polyp classification on In-house WLI (test)

0.802AccuracyAlignment-free Dense Distillation

Evaluation Results

Method
Alignment-free Dense Distillation2025.05	0.802	0.775	0.939	0.6	0.849	0.826
PolypsAlign2025.05	0.712	0.724	0.833	0.533	0.775	0.67
SAMD2025.05	0.694	0.7	0.848	0.467	0.767	0.711
CPC-trans2025.05	0.667	0.644	0.985	0.2	0.779	0.695
DLGNet2025.05	0.649	0.69	0.742	0.511	0.715	0.68
FFCNet2025.05	0.622	0.707	0.621	0.622	0.661	0.615
SSL-CPCD2025.05	0.577	0.711	0.485	0.711	0.577	0.642
SSL-WCE2025.05	0.523	0.614	0.53	0.511	0.569	0.588