Image Classification on CIFAR-100 (IID) (Poisoning Robustness) benchmark leaderboard · SOTA2 Research

Image Classification on CIFAR-100 (IID) (Poisoning Robustness)

64.29Clean AccuracyFedAvg

Evaluation Results

Method	Links
FedAvg2025.03		64.29	99.2	99.54	68	35	99.25	99.36	64	54	94.41	93.36	4.36	5.28	97.52	1.98
FedAvg*2025.03		64.29	0.62	0.62	5,303	5,303	0.62	0.62	5,303	5,303	0.62	0.62	53.03	53.03	0.62	53.03
Foolsgold2025.03		64.13	99.02	99.3	83	57	99.15	99.39	74	51	21.79	6.21	42.06	46.4	70.81	15.19
AlignIns2025.03		63.45	0.79	0.71	5,045	5,153	0.45	0.57	5,081	5,208	0.49	0.53	51.11	50.66	0.59	51.11
MM2025.03		63.26	99.51	99.87	37	11	99.53	99.7	35	19	98.48	98.97	1.32	0.83	99.34	0.53
Lockdown2025.03		62.88	55.21	24.14	2,845	4,306	34.37	49.02	3,406	2,793	0.85	0.67	42.66	47.04	27.38	37.2
RFA2025.03		53.92	4.32	1.45	3,760	3,988	2.15	0.78	3,973	4,151	99.74	89.59	0.21	6.59	33.01	27.59
MKrum2025.03		51.28	1.33	1.54	3,813	3,849	1.36	1.54	3,785	3,791	99.82	99.87	0.12	0.1	36.21	25.49
RLR2025.03		44.34	96.57	99.85	181	12	24.41	94.08	2,497	322	0.04	0	29.07	29.73	52.49	14.82