Few-shot tissue subtyping and mutation prediction on CPTAC k=10 positive samples (test) benchmark leaderboard · SOTA2 Research

Few-shot tissue subtyping and mutation prediction on CPTAC k=10 positive samples (test)

92.8LUNG-STPRISM

Evaluation Results

Method	Links
PRISM2024.11		92.8	40.1	52.4	56.3	69.6	52.6	17.2	48	24.3	41.6	49.6
MADELEINE2024.11		80.2	31.9	44.2	46.5	56.9	29.9	22.7	40.3	24.7	47.7	42.5
COBRA-V22024.11		80	37.2	50.3	48.2	67.1	45.4	19.8	44.8	26.8	41.3	46.1
COBRA-H02024.11		78.9	42.9	48.6	39.3	54.8	49.4	11.8	41.7	22.8	45	43.5
COBRA-UNI2024.11		75.5	38.5	49.9	40.2	59.6	54.1	12.8	42.1	28.1	41.1	44.2
CONCH2024.11		72.8	31.3	42.5	44.1	51.7	49	17.8	40	26.6	48.4	42.4
COBRA-CTP2024.11		72.5	34	47.4	38.8	67	58.1	13	39.3	25.3	40.4	43.6
CHIEF2024.11		67.8	32.7	44.3	35.7	64.5	48.7	14.9	41.5	24.3	40.1	41.5
Virchow-22024.11		62.4	25.9	45.6	42	72.9	52.2	18.4	41.4	22.3	37.9	42.1
GigaPath-SE2024.11		60.8	25.4	44.2	46.1	57.6	47.7	15.5	34	21.7	57.3	41
GigaPath2024.11		59.3	19.9	47.7	38.4	65	54.5	13.9	41.4	25.9	53.9	41.9
Virchow2024.11		58.5	22.2	32.4	28.6	53.9	57.9	13.8	39.6	23.6	48.4	37.9
CTransPath2024.11		58	24.9	41.1	24.9	54.4	53.9	12.3	40.6	24.5	39.9	37.5
H-Optimus-02024.11		57.7	28.7	39.4	28.9	70.4	49.6	10.7	40.4	21.9	41.6	38.9
UNI2024.11		55.8	23	42.7	33.1	62.3	58.4	13.2	42.1	22.8	40.3	39.4