Image Classification on Task represented in Figure 7
90.7AccuracyMultitask Finetuning
Evaluation results
| Method | Links | |
|---|---|---|
| Multitask FinetuningModel=Logistic, Warm-start weights=Simple Merging2024.12 | 90.7 | |
| Multitask FinetuningModel=Logistic, Selection=Global maximum2024.12 | 90.7 | |
| Multitask FinetuningModel=Logistic, Warm-start weights=Hessian Weighted2024.12 | 90.6 | |
| Multitask FinetuningModel=Logistic, Warm-start weights=Mixture Weighted2024.12 | 90.5 | |
| Mixture WeightedModel=Logistic2024.12 | 83.2 | |
| Hessian WeightedModel=Logistic2024.12 | 78.5 | |
| Simple MergingModel=Logistic2024.12 | 71.3 |