Image Classification on MNIST Sym-20% (test)
0.9891AccuracyReweight-A-R
Evaluation Results
| Method | Links | |
|---|---|---|
| Reweight-A-RBackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=Revised by ΔT2019.06 | 0.9891 | |
| Forward-A-RBackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=Revised by ΔT2019.06 | 0.9884 | |
| Forward-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 0.9875 | |
| Reweight-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 0.9871 | |
| JoCoRHardware=NVIDIA Tesla V100 GPU2020.03 | 0.9806 | |
| Co-teaching+Hardware=NVIDIA Tesla V100 GPU2020.03 | 0.9781 | |
| Co-teaching-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 0.9722 | |
| MentorNet-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 0.9657 | |
| Decoupling-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 0.9539 | |
| F-correctionHardware=NVIDIA Tesla V100 GPU2020.03 | 0.9538 | |
| Co-teachingHardware=NVIDIA Tesla V100 GPU2020.03 | 0.951 | |
| DecouplingHardware=NVIDIA Tesla V100 GPU2020.03 | 0.9316 | |
| StandardHardware=NVIDIA Tesla V100 GPU2020.03 | 0.7956 |