Few-shot results
Arnav0400 opened this issue · comments
Hi Authors, Great work!
I wanted to know the exact numbers in Figure 4. so as to check the reproducibility and compare with my research. It would be great if you provide the same. Looking forward to hearing from you.
| -- | Food101 | StanfordCars | Flowers102 | FGVCAircraft | OxfordPets |
|---|---|---|---|---|---|
| NOAH | 31.8 | 7.3 | 88.1 | 8.2 | 69.7 |
| 51.6 | 13.2 | 96.9 | 13.5 | 78.1 | |
| 63.8 | 25.5 | 98.1 | 23.1 | 84.9 | |
| 71.5 | 46.2 | 99.4 | 34.0 | 88.0 | |
| 76.3 | 68.6 | 99.5 | 49.1 | 89.0 | |
| VPT | 23.5 | 5.5 | 58.8 | 6.4 | 56.8 |
| 46.7 | 9.6 | 95.4 | 11.2 | 66.1 | |
| 60.6 | 20.7 | 98.0 | 19.0 | 85.3 | |
| 67.8 | 33.5 | 99.2 | 28.9 | 88.6 | |
| 72.6 | 56.0 | 99.4 | 42.5 | 89.6 | |
| Lora | 31.8 | 6.7 | 88.5 | 9.0 | 68.6 |
| 48.7 | 13.5 | 96.4 | 13.5 | 76.1 | |
| 59.0 | 26.4 | 98.1 | 22.1 | 85.7 | |
| 66.4 | 45.9 | 99.1 | 34.6 | 87.3 | |
| 72.5 | 68.2 | 99.6 | 47.6 | 88.7 | |
| Adapter | 31.4 | 7.5 | 88.6 | 9.1 | 68.0 |
| 49.0 | 13.4 | 96.3 | 13.3 | 76.3 | |
| 59.8 | 23.7 | 98.1 | 21.1 | 85.8 | |
| 66.8 | 39.9 | 99.2 | 32.0 | 88.2 | |
| 71.7 | 60.4 | 99.5 | 45.2 | 89.1 |