Image Classification on CLIP-ViT TA8
92.75AccuracySWUDI-A → AdaMerging
Evaluation results
| Method | Links | |
|---|---|---|
| SWUDI-A → AdaMergingBackbone=L/142026.06 | 92.75 | |
| SWUDI → AdaMergingBackbone=L/142026.06 | 92.72 | |
| SWUDI-ABackbone=L/142026.06 | 92.52 | |
| SWUDIBackbone=L/142026.06 | 92.51 | |
| OptMergeBackbone=L/142026.06 | 92.38 | |
| WUDI MergingBackbone=L/142026.06 | 92.16 | |
| τ^cf = DC†Backbone=L/142026.06 | 91.69 | |
| Iso-CBackbone=L/142026.06 | 90.65 | |
| TSV MergingBackbone=L/142026.06 | 90.57 | |
| SWUDI-A → AdaMergingBackbone=B/162026.06 | 89.81 | |
| SWUDI → AdaMergingBackbone=B/162026.06 | 89.78 | |
| SWUDIBackbone=B/162026.06 | 89.57 | |
| OptMergeBackbone=B/162026.06 | 89.49 | |
| SWUDI-ABackbone=B/162026.06 | 89.49 | |
| WUDI MergingBackbone=B/162026.06 | 89.17 | |
| τ^cf = DC†Backbone=B/162026.06 | 88.04 | |
| TSV MergingBackbone=B/162026.06 | 87.1 | |
| SWUDI → AdaMergingBackbone=B/322026.06 | 86.08 | |
| SWUDI-A → AdaMergingBackbone=B/322026.06 | 86.05 | |
| SWUDIBackbone=B/322026.06 | 85.55 | |
| SWUDI-ABackbone=B/322026.06 | 85.53 | |
| Iso-CBackbone=B/162026.06 | 85.07 | |
| WUDI MergingBackbone=B/322026.06 | 84.63 | |
| OptMergeBackbone=B/322026.06 | 84.53 | |
| TIES MergingBackbone=L/142026.06 | 83.83 | |
| TSV MergingBackbone=B/322026.06 | 83.07 | |
| τ^cf = DC†Backbone=B/322026.06 | 82.33 | |
| TA w/ DAREBackbone=L/142026.06 | 80.49 | |
| Task ArithmeticBackbone=L/142026.06 | 80.47 | |
| Iso-CBackbone=B/322026.06 | 80.39 | |
| Weight AverageBackbone=L/142026.06 | 79.87 | |
| TIES MergingBackbone=B/162026.06 | 77.6 | |
| TA w/ DAREBackbone=B/162026.06 | 77.15 | |
| Task ArithmeticBackbone=B/162026.06 | 77.14 | |
| TIES w/ DAREBackbone=L/142026.06 | 74.33 | |
| TIES w/ DAREBackbone=B/162026.06 | 74.3 | |
| Weight AverageBackbone=B/162026.06 | 72.33 | |
| TIES MergingBackbone=B/322026.06 | 71.9 | |
| Task ArithmeticBackbone=B/322026.06 | 67.55 | |
| TA w/ DAREBackbone=B/322026.06 | 67.46 | |
| Weight AverageBackbone=B/322026.06 | 66.32 | |
| TIES w/ DAREBackbone=B/322026.06 | 60.96 |