Image Classification on FusionBench 8-task suite
94.3Top-1 AccuracyFine-tuned (STL)
Evaluation results
| Method | Links | |
|---|---|---|
| Fine-tuned (STL)Backbone=L/142026.05 | 94.3 | |
| WUDI-Merging w/ FEATCALBackbone=L/142026.05 | 93.5 | |
| WUDI-Merging w/ ProbSurgeryBackbone=L/142026.05 | 93 | |
| WUDI-Merging w/ SurgeryBackbone=L/142026.05 | 92.8 | |
| WUDI-MergingBackbone=L/142026.05 | 92.2 | |
| Task Arithmetic w/ FEATCALBackbone=L/142026.05 | 91.6 | |
| Task Arithmetic w/ ProbSurgeryBackbone=L/142026.05 | 87.6 | |
| Task Arithmetic w/ SurgeryBackbone=L/142026.05 | 86 | |
| Task ArithmeticBackbone=L/142026.05 | 80.5 | |
| Pre-trainedBackbone=L/142026.05 | 64.6 |