Slide-level Clinical and Molecular Marker Prediction on CPTAC external validation cohorts (test) benchmark leaderboard · SOTA2 Research

Slide-level Clinical and Molecular Marker Prediction on CPTAC external validation cohorts (test)

99.2NSCLC Subtyping AUROCPRISM

Evaluation Results

Method	Links
PRISM2024.11		99.2	87.6	70.7	78.2	52.9	92.2	84.2	64.5	79.1	59.9	67.2	54.6	52.2	52.1	66.2	70.9
COBRA2024.11		98.1	84	80	78.4	59.2	89.6	79.2	71.6	75.3	94.1	87.8	65.7	62.1	58.3	57.6	75.3
Concatenated2024.11		97.4	75.7	80.2	72.5	57.6	89.6	79.1	67.5	69.4	95	82.2	61.6	59.7	62	70.2	74.7
H-Optimus2024.11		97.2	78.5	78.2	71.3	58.1	85.2	74.9	51.4	62.2	94.7	77.1	55.5	59.2	52.3	52.4	73.8
Ensemble Prediction2024.11		97.2	77.2	78.5	73.3	59.5	87.6	77.2	65.6	65.4	94.7	78.9	62.5	64.1	60.5	64.5	73.3
GigaPath2024.11		96.6	71.3	75.7	75.4	56.9	85.7	75.9	64.5	62.8	93.3	77.5	61.7	56.1	53.4	63.2	73.6
CONCH2024.11		96.5	66	62	74.6	59	85.3	80.3	58.8	62.3	79.2	57.5	67.3	55.7	59.4	63.5	71
UNI2024.11		95.8	69.4	70.1	73.9	50.7	87.4	74.9	64	59.5	89	73	62	63.5	62.2	62.4	71.5
Virchow22024.11		95.8	79.6	78.3	72.1	60.9	89.2	79.3	71.3	61.8	94.9	81.6	63	59.3	56.3	62.7	74.1
MADELEINE2024.11		94	72.2	64	72	51.9	80.1	73.7	66.7	68.6	68.1	54.2	60.3	58.9	50.5	59.5	65.4
CHIEF2024.11		93.6	64.2	62.8	73.4	50.1	83	77.5	63.4	75.1	63.6	58	58.4	48.2	56.6	60.5	66.1
GigaPath-SE2024.11		90.9	67	65.4	73.7	57.1	72.9	71.9	55.4	63.6	66.2	56.7	54.6	51.3	45.8	53.2	63.2
Virchow2024.11		89.4	76.5	60.3	70.7	54.3	66.9	60.5	51.3	55.7	62.1	65	58.2	53.9	70.6	68.1	65.4
CTransPath2024.11		87.2	62.8	59.3	70.1	52.4	68.1	66.5	48.6	56.3	76.1	59.8	59.8	55.9	52.5	56.3	62.1