Image Classification on MNIST Sym-50% (test)
98.38AccuracyReweight-A-R
Evaluation results
| Method | Links | |
|---|---|---|
| Reweight-A-RBackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=Revised by ΔT2019.06 | 98.38 | |
| Reweight-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 98.13 | |
| Forward-A-RBackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=Revised by ΔT2019.06 | 98.12 | |
| Forward-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 97.86 | |
| JoCoRHardware=NVIDIA Tesla V100 GPU2020.03 | 96.64 | |
| Co-teaching+Hardware=NVIDIA Tesla V100 GPU2020.03 | 95.8 | |
| F-correctionHardware=NVIDIA Tesla V100 GPU2020.03 | 92.74 | |
| Co-teaching-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 91.68 | |
| MentorNet-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 90.13 | |
| Co-teachingHardware=NVIDIA Tesla V100 GPU2020.03 | 89.82 | |
| Decoupling-ABackbone=LeNet-5, Anchor point status=Intact, Transition matrix revision=None2019.06 | 81.52 | |
| DecouplingHardware=NVIDIA Tesla V100 GPU2020.03 | 69.79 | |
| StandardHardware=NVIDIA Tesla V100 GPU2020.03 | 52.66 |