Results without multi-crop
BoPang1996 opened this issue · comments
Hello,
Thanks for the code. I have noticed that the multi-crop trick can boost the performance by about 5% top-1 acc (on DINO, SwAV). Since your code base supports disabling this trick, did you conduct the experiments without this multi-crop trick, and would you be so kind that share the results on ImageNet?
No, I did not try experiments without multi-crop. When there are spare GPUs available, I will run the 2-crop settings, and post the results. It will take a while.
For network architecture Swin-Tiny, the 2-crop results are reported as follows:
| #Pre-train Epochs | Pre-train Task | k-NN | Linear |
|---|---|---|---|
| 100 | L_V | 60.30 | 65.31 |
| 100 | L_V +L_R | 61.95 | 67.84 |
| 300 | L_V | 65.54 | 70.53 |
| 300 | L_V +L_R | 67.56 | 72.02 |