Image Classification on 13 Vision Benchmarks
95.93Average AccuracyFinetuning
Evaluation Results
| Method | Links | |
|---|---|---|
| FinetuningBackbone=ViT-L-142026.07 | 95.93 | |
| FinetuningBackbone=ViT-B-322026.07 | 93.2 | |
| PoE-EBMBackbone=ViT-L-142026.07 | 87.1 | |
| TA-DARE-TIESBackbone=ViT-L-142026.07 | 81.18 | |
| Task Arithmetic (TA)Backbone=ViT-L-142026.07 | 80.57 | |
| Fisher MergingBackbone=ViT-L-142026.07 | 79.61 | |
| PoE-EBMBackbone=ViT-B-322026.07 | 77.96 | |
| Weight AveragingBackbone=ViT-L-142026.07 | 71.08 | |
| Fisher MergingBackbone=ViT-B-322026.07 | 69.87 | |
| TA-DARE-TIESBackbone=ViT-B-322026.07 | 67.09 | |
| Task Arithmetic (TA)Backbone=ViT-B-322026.07 | 66.38 | |
| Weight AveragingBackbone=ViT-B-322026.07 | 65.22 |