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Resolving Confusion on CIFAR-10

15.92Test Error

SCRUB

Updated 1mo ago

Evaluation Results

Method	Links
SCRUB 2023.02		15.92	0.2	87.47	14.98	0.39	54	9.67
SCRUB 2023.02		15.92	0.2	87.47	14.98	0.39	54	9.67
retrain 2023.02		16.43	0	98.42	14.37	0	23.67	0
retrain 2023.02		16.43	0	98.42	14.37	0	23.67	0
EU-k 2023.02		17.66	1.36	87.9	16.82	2.89	63.67	91.67
EU-k 2023.02		17.66	1.36	87.9	16.82	2.89	63.67	91.67
SCRUB 2023.02		18.01	0.02	95.45	15.07	0.04	30.33	0.33
SCRUB 2023.02		18.01	0.02	95.45	15.07	0.04	30.33	0.33
retrain 2023.02		18.7	0	98.57	14.78	0	31.33	0
retrain 2023.02		18.7	0	98.57	14.78	0	31.33	0
finetune 2023.02		18.72	0	1.05	24.33	0	223.67	0
finetune 2023.02		18.72	0	1.05	24.33	0	223.67	0
CF-k 2023.02		19.31	0	0	27.45	0	294	0
CF-k 2023.02		19.31	0	0	27.45	0	294	0
original 2023.02		19.95	0	0	30.18	0	348.67	0
original 2023.02		19.95	0	0	30.18	0	348.67	0
EU-k 2023.02		20.03	0.25	95.55	17.85	0.18	53	3.33
EU-k 2023.02		20.03	0.25	95.55	17.85	0.18	53	3.33
finetune 2023.02		20.85	0	0	26.75	0	255	0
finetune 2023.02		20.85	0	0	26.75	0	255	0
CF-k 2023.02		20.93	0	0	27.27	0	267.33	0
CF-k 2023.02		20.93	0	0	27.27	0	267.33	0
NegGrad+ 2023.02		21.74	4.48	87.65	40.05	21.8	44	2.33
NegGrad+ 2023.02		21.74	4.48	87.65	40.05	21.8	44	2.33
original 2023.02		21.86	0	0	31.23	0	356	0
original 2023.02		21.86	0	0	31.23	0	356	0
NegGrad+ 2023.02		23.41	3.87	80.07	41.08	20.29	46	0.67
NegGrad+ 2023.02		23.41	3.87	80.07	41.08	20.29	46	0.67