Vision Classification on 30-task vision suite (20 seen tasks)
89AccuracyTask Arithmetic + ReTeX
Evaluation Results
| Method | Links | |
|---|---|---|
| Task Arithmetic + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 89 | |
| AdaMerging + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 89 | |
| Weight Averaging + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 88.4 | |
| TIES-Merging + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 85.5 | |
| AdaMergingBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 69.2 | |
| Task ArithmeticBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 61 | |
| TIES-MergingBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 57.8 | |
| Weight AveragingBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 55 |