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Computational Pathology Classification on CPTAC k=10 (test)

92.9LUNG ST

PRISM

Updated 4d ago

Evaluation Results

Method
PRISM 2024.11	92.9	67.5	60.4	62	64.5	62.8	54.4	65.7	55.7	50.4	63.6
COBRA-V2 2024.11	81.6	64	61.9	59.7	59.2	56.5	56.2	64.6	59.2	51.3	61.4
COBRA-H0 2024.11	80.9	69.8	61.5	58.8	55.7	51.4	51.4	60.9	52.1	50.7	59.3
MADELEINE 2024.11	80.6	59.2	57.4	57.1	60.2	55.2	54.3	56.6	50.6	51	58.2
COBRA-UNI 2024.11	79.7	65.6	61	58.9	58.6	55.3	51.6	62.1	57	51.1	60.1
CONCH 2024.11	75.9	56	51.1	56	61.3	58.9	52.3	57.1	54.3	49.9	57.6
COBRA-CTP 2024.11	74.3	59.9	58.4	56.1	58.2	55.4	52.2	58.4	52	49.5	57.4
CHIEF 2024.11	68.9	59	56.1	54.2	62.3	59.7	52.3	58.1	50.4	50.2	57.1
GigaPath 2024.11	67.1	52.6	58.3	53.7	58.6	52.7	60.2	60	54.9	52.3	56.5
Virchow2 2024.11	67.1	55.4	57.5	55.4	62.8	57.2	53.3	60	53.7	51.4	57.4
UNI 2024.11	64.9	53.6	57	55.6	58.2	58.6	51.9	57.7	51.3	53.3	56.2
H-Optimus 2024.11	64.7	58.2	55.2	52.2	57.4	52.8	51.1	57	50.3	51.2	55
GigaPath-SE 2024.11	64.6	54.6	57.8	55.2	56.8	53.1	50.2	52.5	51.9	51.4	54.8
Virchow 2024.11	59.9	51.7	51.1	51.4	53.3	54.6	48.2	56	52.3	49.9	52.8
CTransPath 2024.11	58.5	53.1	53	49.9	56.7	56.4	49.6	56.8	50.3	50.1	53.4
PRISM 2024.11	0.929	0.675	0.604	0.62	0.645	0.628	0.544	0.657	0.557	0.504	0.636
COBRA-V2 2024.11	0.816	0.64	0.619	0.597	0.592	0.565	0.562	0.646	0.592	0.513	0.614
COBRA-H0 2024.11	0.809	0.698	0.615	0.588	0.557	0.514	0.514	0.609	0.521	0.507	0.593
MADELEINE 2024.11	0.806	0.592	0.574	0.571	0.602	0.552	0.543	0.566	0.506	0.51	0.582
COBRA-UNI 2024.11	0.797	0.656	0.61	0.589	0.586	0.553	0.516	0.621	0.57	0.511	0.601
CONCH 2024.11	0.759	0.56	0.541	0.56	0.613	0.589	0.523	0.571	0.543	0.499	0.576
COBRA-CTP 2024.11	0.743	0.599	0.584	0.561	0.582	0.554	0.522	0.584	0.52	0.495	0.574
CHIEF 2024.11	0.689	0.59	0.561	0.542	0.623	0.597	0.523	0.581	0.504	0.502	0.571
GigaPath 2024.11	0.671	0.526	0.583	0.537	0.586	0.541	0.527	0.602	0.549	0.523	0.565
Virchow2 2024.11	0.671	0.554	0.575	0.554	0.628	0.572	0.533	0.6	0.537	0.514	0.574
UNI 2024.11	0.649	0.536	0.57	0.556	0.582	0.586	0.519	0.577	0.513	0.533	0.562
H-Optimus 2024.11	0.647	0.582	0.552	0.522	0.574	0.528	0.511	0.57	0.503	0.512	0.55
GigaPath-SE 2024.11	0.646	0.546	0.578	0.552	0.568	0.531	0.502	0.525	0.519	0.514	0.548
Virchow 2024.11	0.599	0.517	0.511	0.514	0.533	0.546	0.482	0.56	0.523	0.499	0.528
CTransPath 2024.11	0.585	0.531	0.53	0.499	0.567	0.564	0.496	0.568	0.503	0.501	0.534