Digit Classification on Multi-MNIST 3-digits (test)
98.76Test Accuracy (eps=0.00)Double-Clip MGDA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Double-Clip MGDATraining Epochs=100, Backbone=ResNet182026.05 | 98.76 | 97.59 | 94.4 | 91.05 | 86.65 | |
| MoCoTraining Epochs=100, Backbone=ResNet182026.05 | 98.27 | 96.62 | 92.75 | 88.75 | 83.43 | |
| Double-loop MGDATraining Epochs=100, Backbone=ResNet182026.05 | 97.49 | 95.38 | 89.99 | 85.25 | 79.88 | |
| MoDoTraining Epochs=100, Backbone=ResNet182026.05 | 96.5 | 93.15 | 86.03 | 80.56 | 74.81 | |
| SDMGradTraining Epochs=100, Backbone=ResNet182026.05 | 96.46 | 92.89 | 85.06 | 79.37 | 73.5 | |
| MGDATraining Epochs=100, Backbone=ResNet182026.05 | 96.34 | 92.85 | 85.42 | 80.26 | 75.18 | |
| NashMTLTraining Epochs=100, Backbone=ResNet182026.05 | 96.17 | 92.31 | 84.53 | 78.91 | 73.48 | |
| FAMOTraining Epochs=100, Backbone=ResNet182026.05 | 95.9 | 91.86 | 84.29 | 78.94 | 73.52 |