Multi-cohort Biomarker Classification on CPTAC benchmark leaderboard · SOTA2 Research

Multi-cohort Biomarker Classification on CPTAC

99NSCLC ST AccuracyCOBRA-V2

Evaluation Results

Method	Links
COBRA-V22024.11		99	81.6	75.5	79.9	51.4	89	79	67.2	62.1	94.1	82.9	61.3	68.1	59.4	69.6	74.7
COBRA-V22024.11		98.9	82.6	74.6	80.1	55.9	88.8	78.2	69.5	66.3	94.3	83.5	61.5	59.8	60	53.5	73.8
Virchow22024.11		98.3	70.8	74.8	74.9	57.3	79.1	66.3	56.4	62.8	49.2	64	47.9	55.3	75.6	60.3	67.5
CONCH2024.11		97.8	74.4	67.9	74.2	57.5	80.4	63.9	60.5	64.3	56.1	58.8	69	58.9	62.7	57.5	66.2
COBRA-H02024.11		97.6	78.5	71.3	73.1	51.8	81.8	74.9	56.7	63.1	68.5	53.5	78.8	70.5	55.9	54.6	70.7
COBRA-UNI2024.11		97.2	78.8	73.1	52.2	60.9	82.8	77.7	61.1	65.2	59.8	50.6	54.5	79.3	67.9	58.5	68.5
COBRA-H02024.11		97.1	79.8	76	54.1	56.7	81.6	79	62.5	55.4	60.6	53	47.2	51.6	79.9	69.1	68.3
COBRA-UNI2024.11		97.1	77.1	71.5	75.2	57.3	84.3	81	68.7	70.4	73.8	49.3	58.4	47.9	78	67.5	70.7
COBRA-CTP2024.11		96.6	66.3	71.9	74.6	51.6	82.7	74.3	57.1	68.2	58.5	58.2	48.8	51.9	82.3	71.4	67.9
COBRA-CTP2024.11		96.5	71.9	70	74.7	51.9	89	79	67.2	62.1	59.6	56	50.6	55.7	78.8	70.5	70.2
GigaPath2024.11		96.2	62.9	71.3	70.5	57.8	81.9	58.4	57	54.9	52	53.6	82	68.2	84.9	65.4	73.8
CHIEF2024.11		95.8	77.3	68.1	72.7	51.9	88.8	78.2	69.5	66.3	59	58.2	49.6	52.8	73.8	44.1	69
MADELEINE2024.11		95.4	71.7	70.2	72.1	54.7	82.5	75.1	56.4	82.2	77.1	65.7	66	71	58.3	51.9	67.7
H-Optimus2024.11		92.9	72.1	70.7	65	53.6	84.9	65.4	61.1	54.6	53.2	52.3	61.1	28.5	51.9	3.5	64
UNI2024.11		92.2	63.5	71.7	68	53	79.7	73.9	50.7	63	59.4	55.8	50.5	51.6	79.1	62	65.1
PRISM2024.11		91.6	64	62.5	71.9	53.2	79	77.7	62.6	84.2	73.6	59.6	65.7	53.5	59.7	83.7	67.7
CTransPath2024.11		91.5	67.9	62.6	68.3	50	79.1	75.5	52.4	57.2	94.7	81.5	61.3	65.2	75.5	61.1	65.5
GigaPath-SE2024.11		90.2	63.7	66.7	74	49.9	75.1	71.4	61.2	64.3	51.2	53.8	79.2	68.7	56.1	51.2	67.7
Virchow2024.11		81.7	63.9	84	69	65.7	61.2	52.6	76.1	74.5	54.2	64.9	46.9	61.6	47.8	52.5	63.8