Image Classification on Task represented in Figure 2
68.1AccuracyMultitask Finetuning
Evaluation results
| Method | Links | |
|---|---|---|
| Multitask FinetuningModel=ResNet-20, Warm-start weights=Mixture Weighted2024.12 | 68.1 | |
| Multitask FinetuningModel=ResNet-20, Selection=Global maximum2024.12 | 68.1 | |
| Multitask FinetuningModel=ResNet-20, Warm-start weights=Simple Merging2024.12 | 67.4 | |
| Multitask FinetuningModel=ResNet-20, Warm-start weights=Hessian Weighted2024.12 | 65.9 | |
| Mixture WeightedModel=ResNet-202024.12 | 64.6 | |
| Hessian WeightedModel=ResNet-202024.12 | 63.3 | |
| Simple MergingModel=ResNet-202024.12 | 63.2 |