ahazimeh commited on
Commit
185bdfb
·
verified ·
1 Parent(s): 6d33796

Upload folder using huggingface_hub

Browse files
Files changed (28) hide show
  1. Supervised-IN21k_ViT-L-16/CarsVal/finetuned.pt +3 -0
  2. Supervised-IN21k_ViT-L-16/CarsVal/head_CarsVal.pt +3 -0
  3. Supervised-IN21k_ViT-L-16/CarsVal/zeroshot.pt +3 -0
  4. Supervised-IN21k_ViT-L-16/DTDVal/finetuned.pt +3 -0
  5. Supervised-IN21k_ViT-L-16/DTDVal/head_DTDVal.pt +3 -0
  6. Supervised-IN21k_ViT-L-16/DTDVal/zeroshot.pt +3 -0
  7. Supervised-IN21k_ViT-L-16/EuroSATVal/finetuned.pt +3 -0
  8. Supervised-IN21k_ViT-L-16/EuroSATVal/head_EuroSATVal.pt +3 -0
  9. Supervised-IN21k_ViT-L-16/EuroSATVal/zeroshot.pt +3 -0
  10. Supervised-IN21k_ViT-L-16/GTSRBVal/finetuned.pt +3 -0
  11. Supervised-IN21k_ViT-L-16/GTSRBVal/head_GTSRBVal.pt +3 -0
  12. Supervised-IN21k_ViT-L-16/GTSRBVal/zeroshot.pt +3 -0
  13. Supervised-IN21k_ViT-L-16/MNISTVal/finetuned.pt +3 -0
  14. Supervised-IN21k_ViT-L-16/MNISTVal/head_MNISTVal.pt +3 -0
  15. Supervised-IN21k_ViT-L-16/MNISTVal/zeroshot.pt +3 -0
  16. Supervised-IN21k_ViT-L-16/RESISC45Val/finetuned.pt +3 -0
  17. Supervised-IN21k_ViT-L-16/RESISC45Val/head_RESISC45Val.pt +3 -0
  18. Supervised-IN21k_ViT-L-16/RESISC45Val/zeroshot.pt +3 -0
  19. Supervised-IN21k_ViT-L-16/SUN397Val/finetuned.pt +3 -0
  20. Supervised-IN21k_ViT-L-16/SUN397Val/head_SUN397Val.pt +3 -0
  21. Supervised-IN21k_ViT-L-16/SUN397Val/zeroshot.pt +3 -0
  22. Supervised-IN21k_ViT-L-16/SVHNVal/finetuned.pt +3 -0
  23. Supervised-IN21k_ViT-L-16/SVHNVal/head_SVHNVal.pt +3 -0
  24. Supervised-IN21k_ViT-L-16/SVHNVal/zeroshot.pt +3 -0
  25. Supervised-IN21k_ViT-L-16/additions.json +444 -0
  26. Supervised-IN21k_ViT-L-16/consistency_EuroSAT_SVHN.pt +3 -0
  27. Supervised-IN21k_ViT-L-16/ft_accuracies.json +1 -0
  28. Supervised-IN21k_ViT-L-16/zeroshot_accuracies.json +1 -0
Supervised-IN21k_ViT-L-16/CarsVal/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d6f69800cbffeb2097dbcf6790d826f1dedc839661ca224248a0ca430bf2440f
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/CarsVal/head_CarsVal.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e30971a766a87f57b07b7cb5b32403c61d226edc3a8ee2888c7d6c13befa68d0
3
+ size 805179
Supervised-IN21k_ViT-L-16/CarsVal/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/DTDVal/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e5e2468f486ce434fcc6c7fd4d41a2fb32636eedb3c3f20ef060feb867a3724
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/DTDVal/head_DTDVal.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:56dce4d24a5ad333ca54059f949b430abb354fe598fb00c0580de6c3f68d7b9c
3
+ size 194295
Supervised-IN21k_ViT-L-16/DTDVal/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/EuroSATVal/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:128a3cd4a5e220df8717c42e721a79e467d9b44db020d2c303a7184af9d13a91
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/EuroSATVal/head_EuroSATVal.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:366857a2f36059861e2b53d07af0d03b158ab10cf1c6affa71e264f54ce5e962
3
+ size 42567
Supervised-IN21k_ViT-L-16/EuroSATVal/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/GTSRBVal/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6546dffdff7ce8979d946a95a0446ba69e0d9a64cb899bc30eedece1c520646f
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/GTSRBVal/head_GTSRBVal.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dfbb6afcc150529acafd690c29f00df1a185a616bcc327ca5085e7c26d6171b2
3
+ size 177855
Supervised-IN21k_ViT-L-16/GTSRBVal/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/MNISTVal/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c056cbe9ad14e85096227231dc13758f475be6096d71715c5bc8f81d51977a2
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/MNISTVal/head_MNISTVal.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6bf6a57a02f1c3950c273aae83d038fc2a4f0ef9cdcc8d997d316717a6bba860
3
+ size 42559
Supervised-IN21k_ViT-L-16/MNISTVal/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/RESISC45Val/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0079471fd5a0169f6a4d8e844a34e9f041d313e4c538a18e45932e10bde49eef
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/RESISC45Val/head_RESISC45Val.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4763db3706b9431b03ab43f121c4694794aed0cb07bb3777102edf5a6a8176dd
3
+ size 186059
Supervised-IN21k_ViT-L-16/RESISC45Val/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/SUN397Val/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2cc6049e060052ce38ee814ca5324dd3de3ce8664d73cd905f091669585c48c9
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/SUN397Val/head_SUN397Val.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:10a2a23a2cd782c157d7080521f12e23e424053c03758792b410a3d02c54c6d0
3
+ size 1629251
Supervised-IN21k_ViT-L-16/SUN397Val/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/SVHNVal/finetuned.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc3a784139321376df576e3d238c3b382fa75b2212a4349a0afc7b27f2bc0639
3
+ size 1217608517
Supervised-IN21k_ViT-L-16/SVHNVal/head_SVHNVal.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e8e97b798284ee339cf294401ec20fe567565f2a88660ff456b2d8a2a0003245
3
+ size 42555
Supervised-IN21k_ViT-L-16/SVHNVal/zeroshot.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d4d06ff6c4beeb2aee3759a93d2c8ad36794d4e92fd486327f55d8af4d917ac
3
+ size 1217608123
Supervised-IN21k_ViT-L-16/additions.json ADDED
@@ -0,0 +1,444 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "test": {
3
+ "Cars:top1": 0.693446088794926,
4
+ "DTD:top1": 0.9707446808510638,
5
+ "EuroSAT:top1": 0.9692592592592593,
6
+ "GTSRB:top1": 0.8092636579572446,
7
+ "MNIST:top1": 0.9766,
8
+ "RESISC45:top1": 0.9084126984126984,
9
+ "SVHN:top1": 0.619199446834665,
10
+ "SUN397:top1": 0.7305793450881612,
11
+ "Cars:normalized_top1": 0.8414063678889391,
12
+ "DTD:normalized_top1": 0.9940087145969498,
13
+ "EuroSAT:normalized_top1": 0.9786836200448766,
14
+ "GTSRB:normalized_top1": 0.842482690405539,
15
+ "MNIST:normalized_top1": 0.983484390735146,
16
+ "RESISC45:normalized_top1": 0.9484587338415645,
17
+ "SVHN:normalized_top1": 0.6392369923857868,
18
+ "SUN397:normalized_top1": 1.0365975696926377,
19
+ "avg_normalized_top1": 0.90804488494893,
20
+ "avg_top1": 0.8346881471497523
21
+ },
22
+ "val": {
23
+ "0.0": {
24
+ "CarsVal:top1": 0.6375921375921376,
25
+ "DTDVal:top1": 0.75,
26
+ "EuroSATVal:top1": 0.9585185185185185,
27
+ "GTSRBVal:top1": 0.9286786786786787,
28
+ "MNISTVal:top1": 0.9656,
29
+ "RESISC45Val:top1": 0.8952380952380953,
30
+ "SVHNVal:top1": 0.5088,
31
+ "SUN397Val:top1": 0.7259445843828716,
32
+ "CarsVal:normalized_top1": 0.7972350230414746,
33
+ "DTDVal:normalized_top1": 1.009546539379475,
34
+ "EuroSATVal:normalized_top1": 0.968562874251497,
35
+ "GTSRBVal:normalized_top1": 0.9290274126924521,
36
+ "MNISTVal:normalized_top1": 0.9706473663047849,
37
+ "RESISC45Val:normalized_top1": 0.9306930693069307,
38
+ "SVHNVal:normalized_top1": 0.5313283208020051,
39
+ "SUN397Val:normalized_top1": 1.0457184325108855,
40
+ "avg_normalized_top1": 0.8978448797861881,
41
+ "avg_top1": 0.7962965018012877
42
+ },
43
+ "0.05": {
44
+ "CarsVal:top1": 0.6769041769041769,
45
+ "DTDVal:top1": 0.7677304964539007,
46
+ "EuroSATVal:top1": 0.97,
47
+ "GTSRBVal:top1": 0.9564564564564565,
48
+ "MNISTVal:top1": 0.9762,
49
+ "RESISC45Val:top1": 0.9174603174603174,
50
+ "SVHNVal:top1": 0.5904,
51
+ "SUN397Val:top1": 0.7234256926952141,
52
+ "CarsVal:normalized_top1": 0.8463901689708141,
53
+ "DTDVal:normalized_top1": 1.0334128878281623,
54
+ "EuroSATVal:normalized_top1": 0.9801646706586826,
55
+ "GTSRBVal:normalized_top1": 0.9568156214795344,
56
+ "MNISTVal:normalized_top1": 0.9813027744270204,
57
+ "RESISC45Val:normalized_top1": 0.9537953795379537,
58
+ "SVHNVal:normalized_top1": 0.6165413533834587,
59
+ "SUN397Val:normalized_top1": 1.042089985486212,
60
+ "avg_normalized_top1": 0.9263141052214798,
61
+ "avg_top1": 0.8223221424962581
62
+ },
63
+ "0.1": {
64
+ "CarsVal:top1": 0.6756756756756757,
65
+ "DTDVal:top1": 0.7588652482269503,
66
+ "EuroSATVal:top1": 0.9707407407407408,
67
+ "GTSRBVal:top1": 0.9587087087087087,
68
+ "MNISTVal:top1": 0.9782,
69
+ "RESISC45Val:top1": 0.9169312169312169,
70
+ "SVHNVal:top1": 0.6284,
71
+ "SUN397Val:top1": 0.6947103274559194,
72
+ "CarsVal:normalized_top1": 0.8448540706605222,
73
+ "DTDVal:normalized_top1": 1.0214797136038185,
74
+ "EuroSATVal:normalized_top1": 0.9809131736526947,
75
+ "GTSRBVal:normalized_top1": 0.9590687194892977,
76
+ "MNISTVal:normalized_top1": 0.9833132287897064,
77
+ "RESISC45Val:normalized_top1": 0.9532453245324533,
78
+ "SVHNVal:normalized_top1": 0.6562238930659983,
79
+ "SUN397Val:normalized_top1": 1.0007256894049348,
80
+ "avg_normalized_top1": 0.9249779766499282,
81
+ "avg_top1": 0.8227789897174015
82
+ },
83
+ "0.15000000000000002": {
84
+ "CarsVal:top1": 0.6240786240786241,
85
+ "DTDVal:top1": 0.7464539007092199,
86
+ "EuroSATVal:top1": 0.967037037037037,
87
+ "GTSRBVal:top1": 0.9429429429429429,
88
+ "MNISTVal:top1": 0.9804,
89
+ "RESISC45Val:top1": 0.9079365079365079,
90
+ "SVHNVal:top1": 0.6422,
91
+ "SUN397Val:top1": 0.6468513853904282,
92
+ "CarsVal:normalized_top1": 0.7803379416282642,
93
+ "DTDVal:normalized_top1": 1.0047732696897376,
94
+ "EuroSATVal:normalized_top1": 0.9771706586826348,
95
+ "GTSRBVal:normalized_top1": 0.9432970334209537,
96
+ "MNISTVal:normalized_top1": 0.985524728588661,
97
+ "RESISC45Val:normalized_top1": 0.9438943894389439,
98
+ "SVHNVal:normalized_top1": 0.6706349206349206,
99
+ "SUN397Val:normalized_top1": 0.9317851959361394,
100
+ "avg_normalized_top1": 0.9046772672525318,
101
+ "avg_top1": 0.807237549761845
102
+ },
103
+ "0.2": {
104
+ "CarsVal:top1": 0.547911547911548,
105
+ "DTDVal:top1": 0.6914893617021277,
106
+ "EuroSATVal:top1": 0.9562962962962963,
107
+ "GTSRBVal:top1": 0.9204204204204204,
108
+ "MNISTVal:top1": 0.9814,
109
+ "RESISC45Val:top1": 0.8888888888888888,
110
+ "SVHNVal:top1": 0.6406,
111
+ "SUN397Val:top1": 0.5692695214105793,
112
+ "CarsVal:normalized_top1": 0.685099846390169,
113
+ "DTDVal:normalized_top1": 0.9307875894988068,
114
+ "EuroSATVal:normalized_top1": 0.9663173652694611,
115
+ "GTSRBVal:normalized_top1": 0.9207660533233195,
116
+ "MNISTVal:normalized_top1": 0.986529955770004,
117
+ "RESISC45Val:normalized_top1": 0.9240924092409241,
118
+ "SVHNVal:normalized_top1": 0.6689640768588136,
119
+ "SUN397Val:normalized_top1": 0.8200290275761973,
120
+ "avg_normalized_top1": 0.862823290490962,
121
+ "avg_top1": 0.7745345045787326
122
+ },
123
+ "0.25": {
124
+ "CarsVal:top1": 0.457002457002457,
125
+ "DTDVal:top1": 0.6365248226950354,
126
+ "EuroSATVal:top1": 0.937037037037037,
127
+ "GTSRBVal:top1": 0.8791291291291291,
128
+ "MNISTVal:top1": 0.9818,
129
+ "RESISC45Val:top1": 0.8624338624338624,
130
+ "SVHNVal:top1": 0.6338,
131
+ "SUN397Val:top1": 0.45541561712846346,
132
+ "CarsVal:normalized_top1": 0.5714285714285714,
133
+ "DTDVal:normalized_top1": 0.8568019093078758,
134
+ "EuroSATVal:normalized_top1": 0.9468562874251497,
135
+ "GTSRBVal:normalized_top1": 0.8794592564776568,
136
+ "MNISTVal:normalized_top1": 0.9869320466425412,
137
+ "RESISC45Val:normalized_top1": 0.8965896589658966,
138
+ "SVHNVal:normalized_top1": 0.6618629908103593,
139
+ "SUN397Val:normalized_top1": 0.656023222060958,
140
+ "avg_normalized_top1": 0.8069942428898761,
141
+ "avg_top1": 0.7303928656782481
142
+ },
143
+ "0.30000000000000004": {
144
+ "CarsVal:top1": 0.33046683046683045,
145
+ "DTDVal:top1": 0.5602836879432624,
146
+ "EuroSATVal:top1": 0.917037037037037,
147
+ "GTSRBVal:top1": 0.8322072072072072,
148
+ "MNISTVal:top1": 0.9814,
149
+ "RESISC45Val:top1": 0.8243386243386244,
150
+ "SVHNVal:top1": 0.6186,
151
+ "SUN397Val:top1": 0.32846347607052895,
152
+ "CarsVal:normalized_top1": 0.41321044546850993,
153
+ "DTDVal:normalized_top1": 0.7541766109785203,
154
+ "EuroSATVal:normalized_top1": 0.9266467065868262,
155
+ "GTSRBVal:normalized_top1": 0.8325197146075854,
156
+ "MNISTVal:normalized_top1": 0.986529955770004,
157
+ "RESISC45Val:normalized_top1": 0.856985698569857,
158
+ "SVHNVal:normalized_top1": 0.6459899749373434,
159
+ "SUN397Val:normalized_top1": 0.4731494920174166,
160
+ "avg_normalized_top1": 0.7361510748670079,
161
+ "avg_top1": 0.6740996078829363
162
+ },
163
+ "0.35000000000000003": {
164
+ "CarsVal:top1": 0.1941031941031941,
165
+ "DTDVal:top1": 0.4698581560283688,
166
+ "EuroSATVal:top1": 0.8870370370370371,
167
+ "GTSRBVal:top1": 0.7477477477477478,
168
+ "MNISTVal:top1": 0.9764,
169
+ "RESISC45Val:top1": 0.771957671957672,
170
+ "SVHNVal:top1": 0.5998,
171
+ "SUN397Val:top1": 0.2075566750629723,
172
+ "CarsVal:normalized_top1": 0.24270353302611367,
173
+ "DTDVal:normalized_top1": 0.6324582338902148,
174
+ "EuroSATVal:normalized_top1": 0.8963323353293413,
175
+ "GTSRBVal:normalized_top1": 0.748028539241457,
176
+ "MNISTVal:normalized_top1": 0.9815038198632892,
177
+ "RESISC45Val:normalized_top1": 0.8025302530253025,
178
+ "SVHNVal:normalized_top1": 0.6263575605680869,
179
+ "SUN397Val:normalized_top1": 0.29898403483309144,
180
+ "avg_normalized_top1": 0.6536122887221121,
181
+ "avg_top1": 0.606807560242124
182
+ },
183
+ "0.4": {
184
+ "CarsVal:top1": 0.11056511056511056,
185
+ "DTDVal:top1": 0.36347517730496454,
186
+ "EuroSATVal:top1": 0.8407407407407408,
187
+ "GTSRBVal:top1": 0.649024024024024,
188
+ "MNISTVal:top1": 0.962,
189
+ "RESISC45Val:top1": 0.71005291005291,
190
+ "SVHNVal:top1": 0.5672,
191
+ "SUN397Val:top1": 0.10982367758186398,
192
+ "CarsVal:normalized_top1": 0.13824884792626727,
193
+ "DTDVal:normalized_top1": 0.4892601431980907,
194
+ "EuroSATVal:normalized_top1": 0.8495508982035929,
195
+ "GTSRBVal:normalized_top1": 0.6492677431468269,
196
+ "MNISTVal:normalized_top1": 0.9670285484519501,
197
+ "RESISC45Val:normalized_top1": 0.7381738173817382,
198
+ "SVHNVal:normalized_top1": 0.5923141186299081,
199
+ "SUN397Val:normalized_top1": 0.158200290275762,
200
+ "avg_normalized_top1": 0.572755550901767,
201
+ "avg_top1": 0.5391102050337018
202
+ },
203
+ "0.45": {
204
+ "CarsVal:top1": 0.05405405405405406,
205
+ "DTDVal:top1": 0.2375886524822695,
206
+ "EuroSATVal:top1": 0.7725925925925926,
207
+ "GTSRBVal:top1": 0.5457957957957958,
208
+ "MNISTVal:top1": 0.893,
209
+ "RESISC45Val:top1": 0.6275132275132275,
210
+ "SVHNVal:top1": 0.5352,
211
+ "SUN397Val:top1": 0.05239294710327456,
212
+ "CarsVal:normalized_top1": 0.06758832565284179,
213
+ "DTDVal:normalized_top1": 0.31980906921241053,
214
+ "EuroSATVal:normalized_top1": 0.780688622754491,
215
+ "GTSRBVal:normalized_top1": 0.54600075103267,
216
+ "MNISTVal:normalized_top1": 0.8976678729392843,
217
+ "RESISC45Val:normalized_top1": 0.6523652365236523,
218
+ "SVHNVal:normalized_top1": 0.5588972431077694,
219
+ "SUN397Val:normalized_top1": 0.07547169811320754,
220
+ "avg_normalized_top1": 0.48731110241704084,
221
+ "avg_top1": 0.4647671586926517
222
+ },
223
+ "0.5": {
224
+ "CarsVal:top1": 0.03562653562653563,
225
+ "DTDVal:top1": 0.1524822695035461,
226
+ "EuroSATVal:top1": 0.7074074074074074,
227
+ "GTSRBVal:top1": 0.4403153153153153,
228
+ "MNISTVal:top1": 0.644,
229
+ "RESISC45Val:top1": 0.5169312169312169,
230
+ "SVHNVal:top1": 0.4946,
231
+ "SUN397Val:top1": 0.017632241813602016,
232
+ "CarsVal:normalized_top1": 0.0445468509984639,
233
+ "DTDVal:normalized_top1": 0.2052505966587112,
234
+ "EuroSATVal:normalized_top1": 0.7148203592814371,
235
+ "GTSRBVal:normalized_top1": 0.44048066090874954,
236
+ "MNISTVal:normalized_top1": 0.6473663047848814,
237
+ "RESISC45Val:normalized_top1": 0.5374037403740374,
238
+ "SVHNVal:normalized_top1": 0.5164995822890559,
239
+ "SUN397Val:normalized_top1": 0.025399129172714082,
240
+ "avg_normalized_top1": 0.3914709030585063,
241
+ "avg_top1": 0.37612437332470294
242
+ },
243
+ "0.55": {
244
+ "CarsVal:top1": 0.02457002457002457,
245
+ "DTDVal:top1": 0.08156028368794327,
246
+ "EuroSATVal:top1": 0.6044444444444445,
247
+ "GTSRBVal:top1": 0.3521021021021021,
248
+ "MNISTVal:top1": 0.3226,
249
+ "RESISC45Val:top1": 0.4148148148148148,
250
+ "SVHNVal:top1": 0.445,
251
+ "SUN397Val:top1": 0.007052896725440806,
252
+ "CarsVal:normalized_top1": 0.03072196620583717,
253
+ "DTDVal:normalized_top1": 0.10978520286396183,
254
+ "EuroSATVal:normalized_top1": 0.6107784431137725,
255
+ "GTSRBVal:normalized_top1": 0.35223432219301537,
256
+ "MNISTVal:normalized_top1": 0.3242862887012465,
257
+ "RESISC45Val:normalized_top1": 0.4312431243124312,
258
+ "SVHNVal:normalized_top1": 0.464703425229741,
259
+ "SUN397Val:normalized_top1": 0.010159651669085631,
260
+ "avg_normalized_top1": 0.2917390530361364,
261
+ "avg_top1": 0.28151807079309626
262
+ },
263
+ "0.6000000000000001": {
264
+ "CarsVal:top1": 0.02334152334152334,
265
+ "DTDVal:top1": 0.05319148936170213,
266
+ "EuroSATVal:top1": 0.5051851851851852,
267
+ "GTSRBVal:top1": 0.283033033033033,
268
+ "MNISTVal:top1": 0.2548,
269
+ "RESISC45Val:top1": 0.31957671957671957,
270
+ "SVHNVal:top1": 0.3982,
271
+ "SUN397Val:top1": 0.006045340050377834,
272
+ "CarsVal:normalized_top1": 0.029185867895545312,
273
+ "DTDVal:normalized_top1": 0.07159904534606205,
274
+ "EuroSATVal:normalized_top1": 0.5104790419161677,
275
+ "GTSRBVal:normalized_top1": 0.28313931656027036,
276
+ "MNISTVal:normalized_top1": 0.2561318858061922,
277
+ "RESISC45Val:normalized_top1": 0.33223322332233224,
278
+ "SVHNVal:normalized_top1": 0.4158312447786132,
279
+ "SUN397Val:normalized_top1": 0.008708272859216255,
280
+ "avg_normalized_top1": 0.2384134873105499,
281
+ "avg_top1": 0.23042166131856762
282
+ },
283
+ "0.65": {
284
+ "CarsVal:top1": 0.018427518427518427,
285
+ "DTDVal:top1": 0.03723404255319149,
286
+ "EuroSATVal:top1": 0.4174074074074074,
287
+ "GTSRBVal:top1": 0.2301051051051051,
288
+ "MNISTVal:top1": 0.2284,
289
+ "RESISC45Val:top1": 0.2396825396825397,
290
+ "SVHNVal:top1": 0.3536,
291
+ "SUN397Val:top1": 0.0055415617128463475,
292
+ "CarsVal:normalized_top1": 0.023041474654377878,
293
+ "DTDVal:normalized_top1": 0.050119331742243436,
294
+ "EuroSATVal:normalized_top1": 0.4217814371257485,
295
+ "GTSRBVal:normalized_top1": 0.23019151333082988,
296
+ "MNISTVal:normalized_top1": 0.2295938882187374,
297
+ "RESISC45Val:normalized_top1": 0.24917491749174916,
298
+ "SVHNVal:normalized_top1": 0.36925647451963245,
299
+ "SUN397Val:normalized_top1": 0.007982583454281569,
300
+ "avg_normalized_top1": 0.19764270256720004,
301
+ "avg_top1": 0.19129977186107605
302
+ },
303
+ "0.7000000000000001": {
304
+ "CarsVal:top1": 0.01597051597051597,
305
+ "DTDVal:top1": 0.028368794326241134,
306
+ "EuroSATVal:top1": 0.3488888888888889,
307
+ "GTSRBVal:top1": 0.19106606606606608,
308
+ "MNISTVal:top1": 0.2058,
309
+ "RESISC45Val:top1": 0.19365079365079366,
310
+ "SVHNVal:top1": 0.3146,
311
+ "SUN397Val:top1": 0.004534005037783375,
312
+ "CarsVal:normalized_top1": 0.019969278033794162,
313
+ "DTDVal:normalized_top1": 0.03818615751789976,
314
+ "EuroSATVal:normalized_top1": 0.35254491017964074,
315
+ "GTSRBVal:normalized_top1": 0.19113781449493053,
316
+ "MNISTVal:normalized_top1": 0.206875753920386,
317
+ "RESISC45Val:normalized_top1": 0.20132013201320131,
318
+ "SVHNVal:normalized_top1": 0.3285296574770259,
319
+ "SUN397Val:normalized_top1": 0.006531204644412192,
320
+ "avg_normalized_top1": 0.16813686353516133,
321
+ "avg_top1": 0.16285988299253612
322
+ },
323
+ "0.75": {
324
+ "CarsVal:top1": 0.014742014742014743,
325
+ "DTDVal:top1": 0.026595744680851064,
326
+ "EuroSATVal:top1": 0.30037037037037034,
327
+ "GTSRBVal:top1": 0.16366366366366367,
328
+ "MNISTVal:top1": 0.1882,
329
+ "RESISC45Val:top1": 0.15343915343915343,
330
+ "SVHNVal:top1": 0.2838,
331
+ "SUN397Val:top1": 0.004534005037783375,
332
+ "CarsVal:normalized_top1": 0.018433179723502304,
333
+ "DTDVal:normalized_top1": 0.03579952267303103,
334
+ "EuroSATVal:normalized_top1": 0.30351796407185627,
335
+ "GTSRBVal:normalized_top1": 0.16372512204280887,
336
+ "MNISTVal:normalized_top1": 0.1891837555287495,
337
+ "RESISC45Val:normalized_top1": 0.1595159515951595,
338
+ "SVHNVal:normalized_top1": 0.2963659147869674,
339
+ "SUN397Val:normalized_top1": 0.006531204644412192,
340
+ "avg_normalized_top1": 0.14663407688331087,
341
+ "avg_top1": 0.14191811899172957
342
+ },
343
+ "0.8": {
344
+ "CarsVal:top1": 0.009828009828009828,
345
+ "DTDVal:top1": 0.026595744680851064,
346
+ "EuroSATVal:top1": 0.2733333333333333,
347
+ "GTSRBVal:top1": 0.13926426426426428,
348
+ "MNISTVal:top1": 0.1766,
349
+ "RESISC45Val:top1": 0.12804232804232804,
350
+ "SVHNVal:top1": 0.2586,
351
+ "SUN397Val:top1": 0.003526448362720403,
352
+ "CarsVal:normalized_top1": 0.01228878648233487,
353
+ "DTDVal:normalized_top1": 0.03579952267303103,
354
+ "EuroSATVal:normalized_top1": 0.27619760479041916,
355
+ "GTSRBVal:normalized_top1": 0.13931656027037176,
356
+ "MNISTVal:normalized_top1": 0.1775231202251709,
357
+ "RESISC45Val:normalized_top1": 0.1331133113311331,
358
+ "SVHNVal:normalized_top1": 0.2700501253132832,
359
+ "SUN397Val:normalized_top1": 0.0050798258345428155,
360
+ "avg_normalized_top1": 0.13117110711503585,
361
+ "avg_top1": 0.12697376606393837
362
+ },
363
+ "0.8500000000000001": {
364
+ "CarsVal:top1": 0.007371007371007371,
365
+ "DTDVal:top1": 0.026595744680851064,
366
+ "EuroSATVal:top1": 0.25296296296296295,
367
+ "GTSRBVal:top1": 0.11786786786786786,
368
+ "MNISTVal:top1": 0.1712,
369
+ "RESISC45Val:top1": 0.10211640211640212,
370
+ "SVHNVal:top1": 0.2388,
371
+ "SUN397Val:top1": 0.004030226700251889,
372
+ "CarsVal:normalized_top1": 0.009216589861751152,
373
+ "DTDVal:normalized_top1": 0.03579952267303103,
374
+ "EuroSATVal:normalized_top1": 0.2556137724550898,
375
+ "GTSRBVal:normalized_top1": 0.11791212917761922,
376
+ "MNISTVal:normalized_top1": 0.17209489344591877,
377
+ "RESISC45Val:normalized_top1": 0.10616061606160616,
378
+ "SVHNVal:normalized_top1": 0.2493734335839599,
379
+ "SUN397Val:normalized_top1": 0.005805515239477504,
380
+ "avg_normalized_top1": 0.11899705906230668,
381
+ "avg_top1": 0.11511802646241792
382
+ },
383
+ "0.9": {
384
+ "CarsVal:top1": 0.007371007371007371,
385
+ "DTDVal:top1": 0.02304964539007092,
386
+ "EuroSATVal:top1": 0.23962962962962964,
387
+ "GTSRBVal:top1": 0.09572072072072071,
388
+ "MNISTVal:top1": 0.1758,
389
+ "RESISC45Val:top1": 0.08571428571428572,
390
+ "SVHNVal:top1": 0.2282,
391
+ "SUN397Val:top1": 0.004534005037783375,
392
+ "CarsVal:normalized_top1": 0.009216589861751152,
393
+ "DTDVal:normalized_top1": 0.031026252983293555,
394
+ "EuroSATVal:normalized_top1": 0.24214071856287425,
395
+ "GTSRBVal:normalized_top1": 0.09575666541494554,
396
+ "MNISTVal:normalized_top1": 0.1767189384800965,
397
+ "RESISC45Val:normalized_top1": 0.0891089108910891,
398
+ "SVHNVal:normalized_top1": 0.23830409356725143,
399
+ "SUN397Val:normalized_top1": 0.006531204644412192,
400
+ "avg_normalized_top1": 0.11110042180071422,
401
+ "avg_top1": 0.1075024117329372
402
+ },
403
+ "0.9500000000000001": {
404
+ "CarsVal:top1": 0.007371007371007371,
405
+ "DTDVal:top1": 0.02127659574468085,
406
+ "EuroSATVal:top1": 0.23148148148148148,
407
+ "GTSRBVal:top1": 0.08445945945945946,
408
+ "MNISTVal:top1": 0.1846,
409
+ "RESISC45Val:top1": 0.07883597883597884,
410
+ "SVHNVal:top1": 0.2182,
411
+ "SUN397Val:top1": 0.004030226700251889,
412
+ "CarsVal:normalized_top1": 0.009216589861751152,
413
+ "DTDVal:normalized_top1": 0.028639618138424822,
414
+ "EuroSATVal:normalized_top1": 0.23390718562874252,
415
+ "GTSRBVal:normalized_top1": 0.08449117536612842,
416
+ "MNISTVal:normalized_top1": 0.18556493767591473,
417
+ "RESISC45Val:normalized_top1": 0.08195819581958197,
418
+ "SVHNVal:normalized_top1": 0.22786131996658313,
419
+ "SUN397Val:normalized_top1": 0.005805515239477504,
420
+ "avg_normalized_top1": 0.10718056721207553,
421
+ "avg_top1": 0.10378184369910748
422
+ },
423
+ "1.0": {
424
+ "CarsVal:top1": 0.006142506142506142,
425
+ "DTDVal:top1": 0.02127659574468085,
426
+ "EuroSATVal:top1": 0.22962962962962963,
427
+ "GTSRBVal:top1": 0.06981981981981981,
428
+ "MNISTVal:top1": 0.1916,
429
+ "RESISC45Val:top1": 0.06878306878306878,
430
+ "SVHNVal:top1": 0.2088,
431
+ "SUN397Val:top1": 0.004030226700251889,
432
+ "CarsVal:normalized_top1": 0.0076804915514592925,
433
+ "DTDVal:normalized_top1": 0.028639618138424822,
434
+ "EuroSATVal:normalized_top1": 0.23203592814371257,
435
+ "GTSRBVal:normalized_top1": 0.06984603830266616,
436
+ "MNISTVal:normalized_top1": 0.19260152794531563,
437
+ "RESISC45Val:normalized_top1": 0.07150715071507151,
438
+ "SVHNVal:normalized_top1": 0.2180451127819549,
439
+ "SUN397Val:normalized_top1": 0.005805515239477504,
440
+ "avg_normalized_top1": 0.1032701728522603,
441
+ "avg_top1": 0.10001023085249464
442
+ }
443
+ }
444
+ }
Supervised-IN21k_ViT-L-16/consistency_EuroSAT_SVHN.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d7eb7a74f96c47b43fe36d5da7af8610a98ad984e08212539a30a295043fb2ea
3
+ size 12577374
Supervised-IN21k_ViT-L-16/ft_accuracies.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"Cars": 0.8241512249720184, "CarsVal": 0.7997542997542998, "DTD": 0.9765957446808511, "DTDVal": 0.7429078014184397, "EuroSAT": 0.9903703703703703, "EuroSATVal": 0.9896296296296296, "GTSRB": 0.9605700712589074, "GTSRBVal": 0.9996246246246246, "MNIST": 0.993, "MNISTVal": 0.9948, "RESISC45": 0.9577777777777777, "RESISC45Val": 0.9619047619047619, "SUN397": 0.7047858942065491, "SUN397Val": 0.6942065491183879, "SVHN": 0.9686539643515673, "SVHNVal": 0.9576}
Supervised-IN21k_ViT-L-16/zeroshot_accuracies.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"Cars": 0.6487999005098868, "CarsVal": 0.6375921375921376, "DTD": 0.9696808510638298, "DTDVal": 0.75, "EuroSAT": 0.9611111111111111, "EuroSATVal": 0.9585185185185185, "GTSRB": 0.7373713380839272, "GTSRBVal": 0.9286786786786787, "MNIST": 0.9688, "MNISTVal": 0.9656, "RESISC45": 0.8841269841269841, "RESISC45Val": 0.8952380952380953, "SUN397": 0.7273551637279597, "SUN397Val": 0.7259445843828716, "SVHN": 0.5328441917639828, "SVHNVal": 0.5088}