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ResearchFormerly WizWand

Federated Out-of-Distribution Generalization on CIFAR-100-C 1.0 (test)

78.05Overall AccuracyFedSDWC

Updated 7mo ago

Evaluation results

Method	Links
FedSDWC2025.11		78.05	75.9	62.61	41.98	69.96	53.9	64.31	69.5	55.36	61.88	49.97	64.44	61.18	66.23	68.6	61.87	61.97	61.88	37.61	61.31	61.43
FedTHE2025.11		73.83	69.09	64.11	54.56	59.87	43.39	55.92	57.69	42.33	36.78	35.51	53.13	55.8	61.34	60.75	51.6	44.98	53.15	38.44	63.55	53.79
FOSTER2025.11		72.54	67.5	63.32	55.41	58.4	45.67	56.06	56.01	44.96	39.94	38.43	53.53	55.4	61.11	60.76	54.97	42.91	52.36	40.68	63.1	54.15
FedICON2025.11		72.22	67.79	62.92	54.41	58.24	44.28	55.38	56.16	43.64	37.12	37	53.58	54.79	60.13	60.08	52.17	43.62	51.08	39.21	62.57	53.32
PerAda2025.11		55.12	53.74	47.26	40.1	39.12	30.51	40.05	38.46	31.02	23.98	30.25	38.33	36.77	45.03	43.03	38.05	33.12	41.98	30.19	41.75	38.89
FOOGD2025.11		53.84	51.69	49.59	40.63	44.87	32.86	41.62	40.98	32.81	27.44	28.28	39.68	40.64	47.47	46.23	42.52	30.98	38.54	26.24	45.81	40.14
FedLN2025.11		52.48	48.15	43.9	36.29	39.43	30.53	36.51	37.11	30.28	27.32	24.83	35.09	38.6	41.49	41.05	36.11	27.1	35.38	24.26	43.36	36.46
FedAvg2025.11		51.67	46.85	42.41	34.18	38.59	26.43	33.82	36.15	26.37	20.96	21.21	32.95	35.09	38.65	39.17	34.41	26.39	32.53	22.99	41.17	34.1
FedT3A2025.11		51.67	51.5	47.32	38.98	42.19	29.31	39.34	41.45	29.2	27.48	22.5	37.65	39.41	44.72	44.18	42.1	29.88	37.4	23.65	46.63	38.33
FedIIR2025.11		51.63	47.88	42.04	35.39	38.92	27.47	34.75	36.8	27.03	19.67	21.79	33.34	35.69	39.36	39.92	33.31	26.94	33.33	21.84	41.9	34.45
FedATOL2025.11		43.65	41.08	36.39	30.63	35.61	24.47	30.63	33.87	24.01	18.4	19.67	30.23	32.39	33.89	34.67	32.51	26.96	29.5	21.58	33.64	30.69