Federated Image Classification on CIFAR-100 IID (test) benchmark leaderboard · SOTA2 Research

Federated Image Classification on CIFAR-100 IID (test)

71.87CBA MTASPMC

Evaluation Results

Method	Links
SPMC2026.05		71.87	96.07	71.6	12.91	71.2	93.97	71.56	67.65
FedAvg2026.05		71.21	98.19	71.28	26.68	70.84	93.54	71.11	72.8
FLShield2026.05		70.78	93.81	71.14	26.83	70.74	88.95	70.89	69.86
FoolsGold2026.05		69.91	0.12	68.89	6.59	69.05	0.16	69.28	2.29
AlignIns2026.05		68.97	0.18	69.25	0.18	68.06	0.09	68.76	0.15
FedSurrogate2026.05		68.92	0.23	69.34	0.17	69.18	0.14	69.15	0.18
FedGrad2026.05		63.38	0.23	63.87	0.21	48.47	99.98	58.57	33.47
FLAME2026.05		59.66	0.33	59.26	0.3	59.89	0.13	59.6	0.25
Snowball2026.05		56.68	0.2	48.8	0.13	54.83	0.06	53.44	0.13