Multi-task Image Classification on Vision Tasks Suite 8 tasks (ViT-B/32, test)
92.9AccuracyIndividual
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IndividualBackbone=ViT-B/322026.06 | 92.9 | — | |
| ReTeXBackbone=ViT-B/32, Merging Strategy=Dynamic2026.06 | 92.2 | 99.3 | |
| WEMoEBackbone=ViT-B/32, Merging Strategy=Dynamic2026.06 | 90.4 | 97.3 | |
| DaWinBackbone=ViT-B/32, Merging Strategy=Dynamic2026.06 | 89 | 95.3 | |
| MoW-MergingBackbone=ViT-B/32, Merging Strategy=Dynamic2026.06 | 88.1 | 94.8 | |
| Twin-MergingBackbone=ViT-B/32, Merging Strategy=Dynamic2026.06 | 84 | 90.3 | |
| AdaMergingBackbone=ViT-B/32, Merging Strategy=Static2026.06 | 75.9 | 81.7 | |
| Consensus TABackbone=ViT-B/32, Merging Strategy=Static2026.06 | 75 | 80.8 | |
| TIES-MergingBackbone=ViT-B/32, Merging Strategy=Static2026.06 | 74.5 | 80.3 | |
| Task ArithmeticBackbone=ViT-B/32, Merging Strategy=Static2026.06 | 70.6 | 76.3 | |
| Weight AveragingBackbone=ViT-B/32, Merging Strategy=Static2026.06 | 66.3 | 72.1 | |
| Zero-shotBackbone=ViT-B/322026.06 | 48.3 | — |