Vision Classification on 30-task Vision Suite (10 unseen tasks)
55.4AccuracyAdaMerging + ReTeX
Evaluation Results
| Method | Links | |
|---|---|---|
| AdaMerging + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 55.4 | |
| Task Arithmetic + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 55.2 | |
| TIES-Merging + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 55.2 | |
| Weight Averaging + ReTeXBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 55 | |
| Task ArithmeticBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 54.8 | |
| Weight AveragingBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 54.7 | |
| AdaMergingBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 54.2 | |
| TIES-MergingBackbone=ViT-B/32, Evaluation Protocol=task-agnostic2026.06 | 51 |