Image Classification on CIFAR-10 Dir(0.5) (New Clients) (Corruption Robustness) benchmark leaderboard · SOTA2 Research

Image Classification on CIFAR-10 Dir(0.5) (New Clients) (Corruption Robustness)

72.94Accuracy (Clean)pFedFDA

Evaluation Results

Method	Links
pFedFDA2026.03		72.94	68.31	72.74	72	70.6	70.85	58.54	71.52	70.93	77.41	67.58
pFedGM2026.03		72.94	70.92	75.3	74.72	72.26	73.2	61.5	71.36	74.89	78.66	69.62
FedAvgFT2026.03		72.31	68.62	74.62	69.12	67.44	68.18	61.05	69.54	67.43	76.64	66.21
FedPAC2026.03		72.15	70.31	74.28	73.76	72.43	70.85	58.09	70.53	71.23	75.55	65.36
pFedMe2026.03		67.25	64.92	69.34	68.16	66.94	66.61	59.91	69.87	66.82	72.9	67.41
LG-FedAvg2026.03		63.77	58	64.74	62.88	59.97	59.25	47.61	65.23	60.58	66.82	59.22
FedBAU2026.03		61.87	62.31	69.34	68.8	50.66	60.5	56.26	69.37	66.21	74.45	63.48
FedAvg2026.03		59.18	49.08	59.8	57.44	57.48	53.76	41.23	45.2	57.53	47.82	32.76