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WSI Classification on TCGA-IDH

88.4Accuracy

FedHD

Updated 1mo ago

Evaluation Results

Method	Links
FedHD 2026.05		88.4	46.8
FedHD 2026.05		86.7	56.4
FedHD 2026.05		85.4	73.7
FedWSIDD 2026.05		85.3	34.5
FedHD 2026.05		84.8	57
HistoFS 2026.05		84.7	53.2
FedHD 2026.05		84.7	59.7
HistoFS 2026.05		83.1	54.8
FedHD 2026.05		83.1	53.6
FedHD 2026.05		82.9	48.9
DESA 2026.05		82.2	50
FedDGM 2026.05		82.2	50
FedWSIDD 2026.05		82.2	53.2
FedDGM 2026.05		82.1	50.2
HistoFS 2026.05		82.1	29.1
FedWSIDD 2026.05		81.3	67
FedHD 2026.05		81.3	54.2
DESA 2026.05		81	49
HistoFS 2026.05		80.9	47.4
FedHD 2026.05		80.9	62.2
FedWSIDD 2026.05		80.5	47
FedHE 2026.05		80	20
FedHE 2026.05		80	26
HistoFS 2026.05		80	51.7
HistoFS 2026.05		80	50
FedWSIDD 2026.05		80	33.8
FedWSIDD 2026.05		80	40
FedWSIDD 2026.05		79.5	50.8
FedDGM 2026.05		79.2	44.9
DESA 2026.05		79	50.3
FedDGM 2026.05		79	50.3
FedWSIDD 2026.05		79	42.9
DESA 2026.05		78.9	44.9
HistoFS 2026.05		78.7	64.1
FedHE 2026.05		77.9	37.3
DESA 2026.05		77.9	23.9
FedDGM 2026.05		77.9	23.9
FedHE 2026.05		77.8	40
DESA 2026.05		77.8	50
FedDGM 2026.05		77.8	50
DESA 2026.05		77.3	55.1
FedDGM 2026.05		77.3	55.1
FedHE 2026.05		76.9	35.5
FedWSIDD 2026.05		76.5	53.4
FedHE 2026.05		76.4	41.1
HistoFS 2026.05		76.4	29.4
FedHE 2026.05		76	48
DESA 2026.05		74.5	27.6
FedDGM 2026.05		74.5	27.6
HistoFS 2026.05		73	46.9
FedHE 2026.05		72	26
FedHE 2026.05		71.3	45.4
DESA 2026.05		68.7	43.2
FedDGM 2026.05		68.7	43.2