Lymph node metastasis prediction on LN Metastasis Resection Internal Cohort benchmark leaderboard · SOTA2 Research

Lymph node metastasis prediction on LN Metastasis Resection Internal Cohort

97.5Macro AUCPulmoFoundation

Evaluation Results

Method	Links
PulmoFoundation2026.05		97.5	90.4	90.4	92.2	92.2	84.3	100
Virchow22026.05		96.2	86.8	86.8	88.6	88.6	81.4	100
GigaPath2026.05		95.1	52.3	52.3	63.6	63.6	91.4	88.9
UNI2026.05		92	85.4	85.4	79	79	90	83.3
CHIEF2026.05		90.6	86.1	86.1	86.2	86.2	94.3	83.3
PulmoFoundation2026.05		0.761	0.523	0.523	0.54	0.54	0.765	0.714
CHIEF2026.05		0.73	0.619	0.619	0.642	0.642	0.667	0.786
UNI2026.05		0.713	0.512	0.512	0.518	0.518	0.725	0.714
Virchow22026.05		0.68	0.616	0.616	0.605	0.605	0.745	0.643
GigaPath2026.05		0.673	0.5	0.5	0.393	0.393	0.725	0.643