Computational Pathology Classification on CPTAC k=10 (test) benchmark leaderboard · SOTA2 Research

Computational Pathology Classification on CPTAC k=10 (test)

92.9LUNG STPRISM

Evaluation Results

Method	Links
PRISM2024.11		92.9	67.5	60.4	62	64.5	62.8	54.4	65.7	55.7	50.4	63.6
COBRA-V22024.11		81.6	64	61.9	59.7	59.2	56.5	56.2	64.6	59.2	51.3	61.4
COBRA-H02024.11		80.9	69.8	61.5	58.8	55.7	51.4	51.4	60.9	52.1	50.7	59.3
MADELEINE2024.11		80.6	59.2	57.4	57.1	60.2	55.2	54.3	56.6	50.6	51	58.2
COBRA-UNI2024.11		79.7	65.6	61	58.9	58.6	55.3	51.6	62.1	57	51.1	60.1
CONCH2024.11		75.9	56	51.1	56	61.3	58.9	52.3	57.1	54.3	49.9	57.6
COBRA-CTP2024.11		74.3	59.9	58.4	56.1	58.2	55.4	52.2	58.4	52	49.5	57.4
CHIEF2024.11		68.9	59	56.1	54.2	62.3	59.7	52.3	58.1	50.4	50.2	57.1
GigaPath2024.11		67.1	52.6	58.3	53.7	58.6	52.7	60.2	60	54.9	52.3	56.5
Virchow22024.11		67.1	55.4	57.5	55.4	62.8	57.2	53.3	60	53.7	51.4	57.4
UNI2024.11		64.9	53.6	57	55.6	58.2	58.6	51.9	57.7	51.3	53.3	56.2
H-Optimus2024.11		64.7	58.2	55.2	52.2	57.4	52.8	51.1	57	50.3	51.2	55
GigaPath-SE2024.11		64.6	54.6	57.8	55.2	56.8	53.1	50.2	52.5	51.9	51.4	54.8
Virchow2024.11		59.9	51.7	51.1	51.4	53.3	54.6	48.2	56	52.3	49.9	52.8
CTransPath2024.11		58.5	53.1	53	49.9	56.7	56.4	49.6	56.8	50.3	50.1	53.4
PRISM2024.11		0.929	0.675	0.604	0.62	0.645	0.628	0.544	0.657	0.557	0.504	0.636
COBRA-V22024.11		0.816	0.64	0.619	0.597	0.592	0.565	0.562	0.646	0.592	0.513	0.614
COBRA-H02024.11		0.809	0.698	0.615	0.588	0.557	0.514	0.514	0.609	0.521	0.507	0.593
MADELEINE2024.11		0.806	0.592	0.574	0.571	0.602	0.552	0.543	0.566	0.506	0.51	0.582
COBRA-UNI2024.11		0.797	0.656	0.61	0.589	0.586	0.553	0.516	0.621	0.57	0.511	0.601
CONCH2024.11		0.759	0.56	0.541	0.56	0.613	0.589	0.523	0.571	0.543	0.499	0.576
COBRA-CTP2024.11		0.743	0.599	0.584	0.561	0.582	0.554	0.522	0.584	0.52	0.495	0.574
CHIEF2024.11		0.689	0.59	0.561	0.542	0.623	0.597	0.523	0.581	0.504	0.502	0.571
GigaPath2024.11		0.671	0.526	0.583	0.537	0.586	0.541	0.527	0.602	0.549	0.523	0.565
Virchow22024.11		0.671	0.554	0.575	0.554	0.628	0.572	0.533	0.6	0.537	0.514	0.574
UNI2024.11		0.649	0.536	0.57	0.556	0.582	0.586	0.519	0.577	0.513	0.533	0.562
H-Optimus2024.11		0.647	0.582	0.552	0.522	0.574	0.528	0.511	0.57	0.503	0.512	0.55
GigaPath-SE2024.11		0.646	0.546	0.578	0.552	0.568	0.531	0.502	0.525	0.519	0.514	0.548
Virchow2024.11		0.599	0.517	0.511	0.514	0.533	0.546	0.482	0.56	0.523	0.499	0.528
CTransPath2024.11		0.585	0.531	0.53	0.499	0.567	0.564	0.496	0.568	0.503	0.501	0.534