Image Classification on Task represented in Figure 11
97.3AccuracyMultitask Finetuning
Evaluation results
| Method | Links | |
|---|---|---|
| Multitask FinetuningModel=ViT-B/32, Selection=Global maximum2024.12 | 97.3 | |
| Multitask FinetuningModel=ViT-B/32, Warm-start weights=Hessian Weighted2024.12 | 97.2 | |
| Multitask FinetuningModel=ViT-B/32, Warm-start weights=Mixture Weighted2024.12 | 97.2 | |
| Multitask FinetuningModel=ViT-B/32, Warm-start weights=Simple Merging2024.12 | 97.1 | |
| Hessian WeightedModel=ViT-B/322024.12 | 88.3 | |
| Mixture WeightedModel=ViT-B/322024.12 | 88.1 | |
| Simple MergingModel=ViT-B/322024.12 | 86 |