Image Classification on Eight Vision Benchmarks Joint Task
51.1Top-1 Hit RateTARA-Variant A
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TARA-Variant ABackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 51.1 | 75.9 | 84.9 | |
| TARA-Variant BBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 49.3 | 74.9 | 85.1 | |
| AdaMergingBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 48.1 | 73.2 | 83 | |
| KnOTS-TIESBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 46.8 | 68.1 | 76.3 | |
| KnOTS-DARE-TIESBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 45.2 | 66.9 | 75.3 | |
| DARE-TIESBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 44 | 66.4 | 75.1 | |
| TIESBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 43.6 | 65.3 | 73.9 | |
| TABackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 43.5 | 65.2 | 74 | |
| LoRA-LEGOBackbone=ViT-B/32, Fine-tuning=LoRA2026.03 | 43.1 | 65 | 73.9 |