Federated Learning Classification on RCC ALL (test) benchmark leaderboard · SOTA2 Research

Federated Learning Classification on RCC ALL (test)

77.17SREFedAvg-NA

Evaluation Results

Method	Links
FedAvg-NA2026.03		77.17	0.33	64.1	28.59
FedTrident2026.03		77.17	0.67	61.75	27.51
FedAvg-NA2026.03		75.5	0.33	64.06	28.43
FedTrident2026.03		74.83	0	60.43	26.69
FedAvg-NA2026.03		73.17	0.17	60.64	27.03
FedTrident2026.03		71.17	1.17	63.14	27.96
DEFEND2026.03		68.67	11.67	62.19	27.47
DEFEND2026.03		68.5	9	59.9	26.56
DEFEND2026.03		61.5	9.83	62.43	27.81
Median2026.03		59.83	24	59.6	26.22
FLARE2026.03		59.17	19.5	62.04	27.32
FLARE2026.03		58.83	19.33	59.85	26.26
TMean2026.03		55.83	18.67	62.84	27.7
FoolsGold2026.03		54	23.33	62.77	27.46
FLAME2026.03		53.33	22.55	62.44	27.4
TMean2026.03		51.83	26.17	63.09	27.31
Median2026.03		51	22.67	62.75	27.3
FLAME2026.03		49.94	23.71	59.59	26.03
FLARE2026.03		49.17	16.83	60.94	26.7
FoolsGold2026.03		47.67	20.83	62.76	27.65
TMean2026.03		46.17	22.5	59.78	26.14
Median2026.03		46.17	25.33	61.59	26.77
FoolsGold2026.03		45.67	24.83	59.75	26.17
Krum2026.03		45.33	25.33	50.27	21.61
Krum2026.03		44.83	27.5	50.22	22.3
Krum2026.03		42.5	31.45	48.59	20.91
FLAME2026.03		42.11	32.76	58.24	27.73
FedAvg2026.03		42	30.17	59.49	25.82
FedAvg2026.03		26.17	42.83	62.07	25.97
FedAvg2026.03		23.67	39.5	61.98	27.09