Digit Classification on Multi-MNIST 2-digits (test)
95.66Accuracy (eps=0.00)Double-Clip MGDA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Double-Clip MGDATraining Epochs=70, Backbone=ResNet182026.05 | 95.66 | 83.48 | 65.95 | 60.4 | 57.13 | |
| MoCoTraining Epochs=70, Backbone=ResNet182026.05 | 94.49 | 77.69 | 61.74 | 58.63 | 56.43 | |
| Double-loop MGDATraining Epochs=70, Backbone=ResNet182026.05 | 92.8 | 72.81 | 57.71 | 54.49 | 51.63 | |
| NashMTLTraining Epochs=70, Backbone=ResNet182026.05 | 91.21 | 62.58 | 51.67 | 49.54 | 47.09 | |
| MoDoTraining Epochs=70, Backbone=ResNet182026.05 | 91.1 | 64.08 | 51.95 | 49.73 | 47.49 | |
| SDMGradTraining Epochs=70, Backbone=ResNet182026.05 | 89.59 | 64.02 | 52 | 49.91 | 47.31 | |
| MGDATraining Epochs=70, Backbone=ResNet182026.05 | 89.44 | 62.61 | 52.19 | 50.81 | 48.3 | |
| FAMOTraining Epochs=70, Backbone=ResNet182026.05 | 89.05 | 61.04 | 50.82 | 48.66 | 46.48 |