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Update README.md
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ChengzhiCU authored May 18, 2023
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Expand Up @@ -20,7 +20,7 @@ Pretrained vision-language foundation models like CLIP have exhibited strong gen

| Defence Method | Submitted By | Accuracy<br>(Robust) | Accuracy<br>(Clean) | Submission Date |
|---------------- |----------------- |---------------- |----------------- |----------------- |
| TeCoA w/ Finetuning | (initial entry) | **38.18%** | 55.97% | Mar 1, 2023 |
| <a href="https://cv.cs.columbia.edu/mcz/TeCoA/TeCoAmodel_best.pth.tar">TeCoA w/ Finetuning</a> | (initial entry) | **38.18%** | 55.97% | Mar 1, 2023 |
| TeCoA w/ Prompting | (initial entry) | **32.00%** | 53.00% | Mar 1, 2023 |
| Standard Adv. Training w/ Finetuning | (initial entry) | 10.62% | 18.49% | Mar 1, 2023 |
| Vanilla CLIP-B/32 (no defence) | (initial entry) | 6.57 | **64.56%** | Mar 1, 2023 |
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