Colorectal polyp classification on CPC-Paired WLI (test) benchmark leaderboard · SOTA2 Research

Colorectal polyp classification on CPC-Paired WLI (test)

93AccuracyAlignment-free Dense Distillation

Evaluation Results

Method
Alignment-free Dense Distillation2025.05	93	95.9	92.2	94.3	94	93.6
PolypsAlign2025.05	90.7	90.6	94.1	85.7	92.3	91.3
CPC-trans2025.05	89.5	87.5	96.1	80	91.6	88.2
SAMD2025.05	88.4	90.2	90.2	85.7	90.2	89.2
DLGNet2025.05	87.2	91.7	86.3	88.6	88.9	88
FFCNet2025.05	86	83.6	95.1	72.9	89	90
SSL-WCE2025.05	75	75.2	86.3	58.6	80.4	72.6
SSL-CPCD2025.05	70.9	72	83.3	52.9	77.2	73.3