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  1. loraatt_0.001_ViT-B-16/head_DTDVal.pt +3 -0
  2. loraatt_0.001_ViT-B-16/head_EuroSATVal.pt +3 -0
  3. loraatt_0.001_ViT-B-16/head_MNISTVal.pt +3 -0
  4. loraatt_0.001_ViT-B-16/head_SVHNVal.pt +3 -0
  5. loraatt_0.001_ViT-B-16/loraatt_additions.json +445 -0
  6. loraatt_0.001_ViT-B-16/loraatt_ft_accuracies.json +18 -0
  7. loraatt_0.001_ViT-B-32/DTDVal/loraatt_finetuned.pt +3 -0
  8. loraatt_0.001_ViT-B-32/DTDVal/loraatt_zeroshot.pt +3 -0
  9. loraatt_0.001_ViT-B-32/EuroSATVal/loraatt_zeroshot.pt +3 -0
  10. loraatt_0.001_ViT-B-32/GTSRBVal/loraatt_zeroshot.pt +3 -0
  11. loraatt_0.001_ViT-B-32/MNISTVal/loraatt_finetuned.pt +3 -0
  12. loraatt_0.001_ViT-B-32/MNISTVal/loraatt_zeroshot.pt +3 -0
  13. loraatt_0.001_ViT-B-32/SVHNVal/loraatt_zeroshot.pt +3 -0
  14. loraatt_0.001_ViT-B-32/head_EuroSATVal.pt +3 -0
  15. loraatt_0.001_ViT-B-32/head_MNISTVal.pt +3 -0
  16. loraatt_0.001_ViT-B-32/head_RESISC45Val.pt +3 -0
  17. loraatt_0.001_ViT-B-32/head_SVHNVal.pt +3 -0
  18. loraatt_0.001_ViT-B-32/loraatt_additions.json +445 -0
  19. loraatt_0.001_ViT-B-32/loraatt_ft_accuracies.json +18 -0
  20. loraatt_0.001_ViT-L-14/head_DTDVal.pt +3 -0
  21. loraatt_0.001_ViT-L-14/head_EuroSATVal.pt +3 -0
  22. loraatt_0.001_ViT-L-14/head_MNISTVal.pt +3 -0
  23. loraatt_0.001_ViT-L-14/head_SVHNVal.pt +3 -0
  24. loraatt_0.001_ViT-L-14/loraatt_additions.json +445 -0
  25. loraatt_0.001_ViT-L-14/loraatt_ft_accuracies.json +18 -0
  26. loraatt_ortho_0.001_lambda1.0_ViT-L-14/head_MNISTVal.pt +3 -0
  27. loraatt_ortho_0.001_lambda1.0_ViT-L-14/head_SVHNVal.pt +3 -0
  28. loraatt_ortho_0.001_lambda1.0_ViT-L-14/loraatt_ortho_additions.json +445 -0
  29. loraatt_ortho_0.001_lambda1.0_ViT-L-14/loraatt_ortho_ft_accuracies.json +18 -0
  30. loraatt_ortho_0.001_lambda10.0_ViT-B-16/CarsVal/loraatt_ortho_finetuned.pt +3 -0
  31. loraatt_ortho_0.001_lambda10.0_ViT-B-16/DTDVal/loraatt_ortho_zeroshot.pt +3 -0
  32. loraatt_ortho_0.001_lambda10.0_ViT-B-16/EuroSATVal/loraatt_ortho_zeroshot.pt +3 -0
  33. loraatt_ortho_0.001_lambda10.0_ViT-B-16/GTSRBVal/loraatt_ortho_zeroshot.pt +3 -0
  34. loraatt_ortho_0.001_lambda10.0_ViT-B-16/MNISTVal/loraatt_ortho_finetuned.pt +3 -0
  35. loraatt_ortho_0.001_lambda10.0_ViT-B-16/SUN397Val/loraatt_ortho_zeroshot.pt +3 -0
  36. loraatt_ortho_0.001_lambda10.0_ViT-B-16/SVHNVal/loraatt_ortho_finetuned.pt +3 -0
  37. loraatt_ortho_0.001_lambda10.0_ViT-B-16/head_GTSRBVal.pt +3 -0
  38. loraatt_ortho_0.001_lambda10.0_ViT-B-16/loraatt_ortho_additions.json +445 -0
  39. loraatt_ortho_0.001_lambda10.0_ViT-B-16/loraatt_ortho_ft_accuracies.json +18 -0
  40. loraatt_ortho_0.001_lambda10.0_ViT-B-32/CarsVal/loraatt_ortho_zeroshot.pt +3 -0
  41. loraatt_ortho_0.001_lambda10.0_ViT-B-32/DTDVal/loraatt_ortho_finetuned.pt +3 -0
  42. loraatt_ortho_0.001_lambda10.0_ViT-B-32/DTDVal/loraatt_ortho_zeroshot.pt +3 -0
  43. loraatt_ortho_0.001_lambda10.0_ViT-B-32/EuroSATVal/loraatt_ortho_finetuned.pt +3 -0
  44. loraatt_ortho_0.001_lambda10.0_ViT-B-32/GTSRBVal/loraatt_ortho_zeroshot.pt +3 -0
  45. loraatt_ortho_0.001_lambda10.0_ViT-B-32/MNISTVal/loraatt_ortho_zeroshot.pt +3 -0
  46. loraatt_ortho_0.001_lambda10.0_ViT-B-32/RESISC45Val/loraatt_ortho_zeroshot.pt +3 -0
  47. loraatt_ortho_0.001_lambda10.0_ViT-B-32/SUN397Val/loraatt_ortho_zeroshot.pt +3 -0
  48. loraatt_ortho_0.001_lambda10.0_ViT-B-32/SVHNVal/loraatt_ortho_zeroshot.pt +3 -0
  49. loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_ortho_additions.json +445 -0
  50. loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_ortho_ft_accuracies.json +18 -0
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+ "GTSRBVal:normalized_top1": 0.10931630353117955,
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+ "MNISTVal:normalized_top1": 0.2879244524814145,
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+ "RESISC45Val:normalized_top1": 0.05301339285714285,
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+ "SVHNVal:normalized_top1": 0.21624450491940547,
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+ "SUN397Val:normalized_top1": 0.00558659217877095,
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+ "avg_normalized_top1": 0.11471477719638572,
441
+ "avg_top1": 0.10917038651105457
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+ }
443
+ },
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+ "optimal_coef": 0.30000000000000004
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+ }
loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_ortho_ft_accuracies.json ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "Cars": 0.6979231438875761,
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+ "CarsVal": 0.6941031941031941,
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+ "DTD": 0.7553191489361702,
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+ "DTDVal": 0.7872340425531915,
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+ "EuroSAT": 0.9881481481481481,
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+ "EuroSATVal": 0.9881481481481481,
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+ "GTSRB": 0.9807600950118764,
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+ "GTSRBVal": 0.9992492492492493,
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+ "MNIST": 0.9966,
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+ "MNISTVal": 0.9954,
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+ "RESISC45": 0.9434920634920635,
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+ "RESISC45Val": 0.9481481481481482,
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+ "SUN397": 0.7205541561712846,
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+ "SUN397Val": 0.7214105793450881,
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+ "SVHN": 0.9656576521204672,
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+ "SVHNVal": 0.9554
18
+ }