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- results/.DS_Store +0 -0
- results/version=context-model=dinov2-n=1-seed=0/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=1/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=2/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=3/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=4/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=5/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=6/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=7/data.csv +52 -0
- results/version=context-model=dinov2-n=1-seed=8/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=0/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=1/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=2/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=3/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=4/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=5/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=6/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=7/data.csv +52 -0
- results/version=context-model=dinov2-n=128-seed=8/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=0/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=1/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=2/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=3/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=4/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=5/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=6/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=7/data.csv +52 -0
- results/version=context-model=dinov2-n=16-seed=8/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=0/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=1/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=2/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=3/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=4/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=5/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=6/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=7/data.csv +52 -0
- results/version=context-model=dinov2-n=2-seed=8/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=0/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=1/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=2/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=3/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=4/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=5/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=6/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=7/data.csv +52 -0
- results/version=context-model=dinov2-n=256-seed=8/data.csv +52 -0
- results/version=context-model=dinov2-n=32-seed=0/data.csv +52 -0
- results/version=context-model=dinov2-n=32-seed=1/data.csv +52 -0
- results/version=context-model=dinov2-n=32-seed=2/data.csv +52 -0
- results/version=context-model=dinov2-n=32-seed=3/data.csv +52 -0
results/.DS_Store
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results/version=context-model=dinov2-n=1-seed=0/data.csv
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epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
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50,,,1,context,dinov2,0.49
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results/version=context-model=dinov2-n=1-seed=1/data.csv
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epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
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0,0.98625,0.568922305764411,1,context,dinov2,
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50,,,1,context,dinov2,0.53
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results/version=context-model=dinov2-n=1-seed=2/data.csv
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epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
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0,0.966875,0.5037593984962406,1,context,dinov2,
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| 36 |
+
34,1.0,0.5050125313283208,1,context,dinov2,
|
| 37 |
+
35,1.0,0.5050125313283208,1,context,dinov2,
|
| 38 |
+
36,1.0,0.5050125313283208,1,context,dinov2,
|
| 39 |
+
37,1.0,0.5050125313283208,1,context,dinov2,
|
| 40 |
+
38,1.0,0.5050125313283208,1,context,dinov2,
|
| 41 |
+
39,1.0,0.5050125313283208,1,context,dinov2,
|
| 42 |
+
40,1.0,0.5050125313283208,1,context,dinov2,
|
| 43 |
+
41,1.0,0.5050125313283208,1,context,dinov2,
|
| 44 |
+
42,1.0,0.5037593984962406,1,context,dinov2,
|
| 45 |
+
43,1.0,0.5037593984962406,1,context,dinov2,
|
| 46 |
+
44,1.0,0.5037593984962406,1,context,dinov2,
|
| 47 |
+
45,1.0,0.5050125313283208,1,context,dinov2,
|
| 48 |
+
46,1.0,0.5050125313283208,1,context,dinov2,
|
| 49 |
+
47,1.0,0.5050125313283208,1,context,dinov2,
|
| 50 |
+
48,1.0,0.5050125313283208,1,context,dinov2,
|
| 51 |
+
49,1.0,0.5050125313283208,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.49
|
results/version=context-model=dinov2-n=1-seed=3/data.csv
ADDED
|
@@ -0,0 +1,52 @@
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|
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|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.9484375,0.5476190476190477,1,context,dinov2,
|
| 3 |
+
1,1.0,0.5451127819548872,1,context,dinov2,
|
| 4 |
+
2,1.0,0.543859649122807,1,context,dinov2,
|
| 5 |
+
3,1.0,0.5388471177944862,1,context,dinov2,
|
| 6 |
+
4,1.0,0.5300751879699248,1,context,dinov2,
|
| 7 |
+
5,1.0,0.5238095238095238,1,context,dinov2,
|
| 8 |
+
6,1.0,0.525062656641604,1,context,dinov2,
|
| 9 |
+
7,1.0,0.5213032581453634,1,context,dinov2,
|
| 10 |
+
8,1.0,0.5175438596491229,1,context,dinov2,
|
| 11 |
+
9,1.0,0.5150375939849624,1,context,dinov2,
|
| 12 |
+
10,1.0,0.5125313283208021,1,context,dinov2,
|
| 13 |
+
11,1.0,0.5100250626566416,1,context,dinov2,
|
| 14 |
+
12,1.0,0.5087719298245614,1,context,dinov2,
|
| 15 |
+
13,1.0,0.5037593984962406,1,context,dinov2,
|
| 16 |
+
14,1.0,0.5025062656641605,1,context,dinov2,
|
| 17 |
+
15,1.0,0.5025062656641605,1,context,dinov2,
|
| 18 |
+
16,1.0,0.5025062656641605,1,context,dinov2,
|
| 19 |
+
17,1.0,0.5025062656641605,1,context,dinov2,
|
| 20 |
+
18,1.0,0.5,1,context,dinov2,
|
| 21 |
+
19,1.0,0.5012531328320802,1,context,dinov2,
|
| 22 |
+
20,1.0,0.5,1,context,dinov2,
|
| 23 |
+
21,1.0,0.5,1,context,dinov2,
|
| 24 |
+
22,1.0,0.5,1,context,dinov2,
|
| 25 |
+
23,1.0,0.49874686716791977,1,context,dinov2,
|
| 26 |
+
24,1.0,0.49874686716791977,1,context,dinov2,
|
| 27 |
+
25,1.0,0.5,1,context,dinov2,
|
| 28 |
+
26,1.0,0.5,1,context,dinov2,
|
| 29 |
+
27,1.0,0.5,1,context,dinov2,
|
| 30 |
+
28,1.0,0.5,1,context,dinov2,
|
| 31 |
+
29,1.0,0.5,1,context,dinov2,
|
| 32 |
+
30,1.0,0.5012531328320802,1,context,dinov2,
|
| 33 |
+
31,1.0,0.49874686716791977,1,context,dinov2,
|
| 34 |
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32,1.0,0.49874686716791977,1,context,dinov2,
|
| 35 |
+
33,1.0,0.49874686716791977,1,context,dinov2,
|
| 36 |
+
34,1.0,0.49874686716791977,1,context,dinov2,
|
| 37 |
+
35,1.0,0.4974937343358396,1,context,dinov2,
|
| 38 |
+
36,1.0,0.49874686716791977,1,context,dinov2,
|
| 39 |
+
37,1.0,0.49874686716791977,1,context,dinov2,
|
| 40 |
+
38,1.0,0.49624060150375937,1,context,dinov2,
|
| 41 |
+
39,1.0,0.4974937343358396,1,context,dinov2,
|
| 42 |
+
40,1.0,0.4974937343358396,1,context,dinov2,
|
| 43 |
+
41,1.0,0.49624060150375937,1,context,dinov2,
|
| 44 |
+
42,1.0,0.4949874686716792,1,context,dinov2,
|
| 45 |
+
43,1.0,0.4949874686716792,1,context,dinov2,
|
| 46 |
+
44,1.0,0.49373433583959897,1,context,dinov2,
|
| 47 |
+
45,1.0,0.4949874686716792,1,context,dinov2,
|
| 48 |
+
46,1.0,0.4924812030075188,1,context,dinov2,
|
| 49 |
+
47,1.0,0.49122807017543857,1,context,dinov2,
|
| 50 |
+
48,1.0,0.49122807017543857,1,context,dinov2,
|
| 51 |
+
49,1.0,0.49122807017543857,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.5
|
results/version=context-model=dinov2-n=1-seed=4/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
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|
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|
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|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.975,0.49373433583959897,1,context,dinov2,
|
| 3 |
+
1,1.0,0.49874686716791977,1,context,dinov2,
|
| 4 |
+
2,1.0,0.4949874686716792,1,context,dinov2,
|
| 5 |
+
3,1.0,0.49874686716791977,1,context,dinov2,
|
| 6 |
+
4,1.0,0.49373433583959897,1,context,dinov2,
|
| 7 |
+
5,1.0,0.49373433583959897,1,context,dinov2,
|
| 8 |
+
6,1.0,0.49373433583959897,1,context,dinov2,
|
| 9 |
+
7,1.0,0.49373433583959897,1,context,dinov2,
|
| 10 |
+
8,1.0,0.49373433583959897,1,context,dinov2,
|
| 11 |
+
9,1.0,0.49624060150375937,1,context,dinov2,
|
| 12 |
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10,1.0,0.49624060150375937,1,context,dinov2,
|
| 13 |
+
11,1.0,0.4974937343358396,1,context,dinov2,
|
| 14 |
+
12,1.0,0.49624060150375937,1,context,dinov2,
|
| 15 |
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13,1.0,0.49624060150375937,1,context,dinov2,
|
| 16 |
+
14,1.0,0.49624060150375937,1,context,dinov2,
|
| 17 |
+
15,1.0,0.49874686716791977,1,context,dinov2,
|
| 18 |
+
16,1.0,0.49874686716791977,1,context,dinov2,
|
| 19 |
+
17,1.0,0.49874686716791977,1,context,dinov2,
|
| 20 |
+
18,1.0,0.49874686716791977,1,context,dinov2,
|
| 21 |
+
19,1.0,0.5,1,context,dinov2,
|
| 22 |
+
20,1.0,0.5025062656641605,1,context,dinov2,
|
| 23 |
+
21,1.0,0.5037593984962406,1,context,dinov2,
|
| 24 |
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22,1.0,0.5037593984962406,1,context,dinov2,
|
| 25 |
+
23,1.0,0.5050125313283208,1,context,dinov2,
|
| 26 |
+
24,1.0,0.5037593984962406,1,context,dinov2,
|
| 27 |
+
25,1.0,0.5037593984962406,1,context,dinov2,
|
| 28 |
+
26,1.0,0.5037593984962406,1,context,dinov2,
|
| 29 |
+
27,1.0,0.5037593984962406,1,context,dinov2,
|
| 30 |
+
28,1.0,0.5037593984962406,1,context,dinov2,
|
| 31 |
+
29,1.0,0.5037593984962406,1,context,dinov2,
|
| 32 |
+
30,1.0,0.5037593984962406,1,context,dinov2,
|
| 33 |
+
31,1.0,0.5037593984962406,1,context,dinov2,
|
| 34 |
+
32,1.0,0.5050125313283208,1,context,dinov2,
|
| 35 |
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33,1.0,0.506265664160401,1,context,dinov2,
|
| 36 |
+
34,1.0,0.506265664160401,1,context,dinov2,
|
| 37 |
+
35,1.0,0.506265664160401,1,context,dinov2,
|
| 38 |
+
36,1.0,0.506265664160401,1,context,dinov2,
|
| 39 |
+
37,1.0,0.5050125313283208,1,context,dinov2,
|
| 40 |
+
38,1.0,0.5037593984962406,1,context,dinov2,
|
| 41 |
+
39,1.0,0.5037593984962406,1,context,dinov2,
|
| 42 |
+
40,1.0,0.5025062656641605,1,context,dinov2,
|
| 43 |
+
41,1.0,0.5012531328320802,1,context,dinov2,
|
| 44 |
+
42,1.0,0.5,1,context,dinov2,
|
| 45 |
+
43,1.0,0.5,1,context,dinov2,
|
| 46 |
+
44,1.0,0.49624060150375937,1,context,dinov2,
|
| 47 |
+
45,1.0,0.49624060150375937,1,context,dinov2,
|
| 48 |
+
46,1.0,0.49624060150375937,1,context,dinov2,
|
| 49 |
+
47,1.0,0.49624060150375937,1,context,dinov2,
|
| 50 |
+
48,1.0,0.49624060150375937,1,context,dinov2,
|
| 51 |
+
49,1.0,0.4974937343358396,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.46
|
results/version=context-model=dinov2-n=1-seed=5/data.csv
ADDED
|
@@ -0,0 +1,52 @@
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|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.990625,0.5150375939849624,1,context,dinov2,
|
| 3 |
+
1,0.9996875,0.5162907268170426,1,context,dinov2,
|
| 4 |
+
2,1.0,0.5100250626566416,1,context,dinov2,
|
| 5 |
+
3,1.0,0.5087719298245614,1,context,dinov2,
|
| 6 |
+
4,1.0,0.5100250626566416,1,context,dinov2,
|
| 7 |
+
5,1.0,0.5100250626566416,1,context,dinov2,
|
| 8 |
+
6,1.0,0.5112781954887218,1,context,dinov2,
|
| 9 |
+
7,1.0,0.5100250626566416,1,context,dinov2,
|
| 10 |
+
8,1.0,0.5125313283208021,1,context,dinov2,
|
| 11 |
+
9,1.0,0.5125313283208021,1,context,dinov2,
|
| 12 |
+
10,1.0,0.5125313283208021,1,context,dinov2,
|
| 13 |
+
11,1.0,0.5150375939849624,1,context,dinov2,
|
| 14 |
+
12,1.0,0.5150375939849624,1,context,dinov2,
|
| 15 |
+
13,1.0,0.5137844611528822,1,context,dinov2,
|
| 16 |
+
14,1.0,0.5137844611528822,1,context,dinov2,
|
| 17 |
+
15,1.0,0.5137844611528822,1,context,dinov2,
|
| 18 |
+
16,1.0,0.5137844611528822,1,context,dinov2,
|
| 19 |
+
17,1.0,0.5137844611528822,1,context,dinov2,
|
| 20 |
+
18,1.0,0.5137844611528822,1,context,dinov2,
|
| 21 |
+
19,1.0,0.5150375939849624,1,context,dinov2,
|
| 22 |
+
20,1.0,0.5150375939849624,1,context,dinov2,
|
| 23 |
+
21,1.0,0.5150375939849624,1,context,dinov2,
|
| 24 |
+
22,1.0,0.5162907268170426,1,context,dinov2,
|
| 25 |
+
23,1.0,0.5162907268170426,1,context,dinov2,
|
| 26 |
+
24,1.0,0.5150375939849624,1,context,dinov2,
|
| 27 |
+
25,1.0,0.5150375939849624,1,context,dinov2,
|
| 28 |
+
26,1.0,0.5162907268170426,1,context,dinov2,
|
| 29 |
+
27,1.0,0.5175438596491229,1,context,dinov2,
|
| 30 |
+
28,1.0,0.5175438596491229,1,context,dinov2,
|
| 31 |
+
29,1.0,0.5175438596491229,1,context,dinov2,
|
| 32 |
+
30,1.0,0.5175438596491229,1,context,dinov2,
|
| 33 |
+
31,1.0,0.5175438596491229,1,context,dinov2,
|
| 34 |
+
32,1.0,0.5175438596491229,1,context,dinov2,
|
| 35 |
+
33,1.0,0.5175438596491229,1,context,dinov2,
|
| 36 |
+
34,1.0,0.5175438596491229,1,context,dinov2,
|
| 37 |
+
35,1.0,0.518796992481203,1,context,dinov2,
|
| 38 |
+
36,1.0,0.5200501253132832,1,context,dinov2,
|
| 39 |
+
37,1.0,0.5225563909774437,1,context,dinov2,
|
| 40 |
+
38,1.0,0.5213032581453634,1,context,dinov2,
|
| 41 |
+
39,1.0,0.5225563909774437,1,context,dinov2,
|
| 42 |
+
40,1.0,0.5213032581453634,1,context,dinov2,
|
| 43 |
+
41,1.0,0.5213032581453634,1,context,dinov2,
|
| 44 |
+
42,1.0,0.5213032581453634,1,context,dinov2,
|
| 45 |
+
43,1.0,0.5213032581453634,1,context,dinov2,
|
| 46 |
+
44,1.0,0.5213032581453634,1,context,dinov2,
|
| 47 |
+
45,1.0,0.5213032581453634,1,context,dinov2,
|
| 48 |
+
46,1.0,0.5213032581453634,1,context,dinov2,
|
| 49 |
+
47,1.0,0.5213032581453634,1,context,dinov2,
|
| 50 |
+
48,1.0,0.5213032581453634,1,context,dinov2,
|
| 51 |
+
49,1.0,0.5213032581453634,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.57
|
results/version=context-model=dinov2-n=1-seed=6/data.csv
ADDED
|
@@ -0,0 +1,52 @@
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.9478125,0.487468671679198,1,context,dinov2,
|
| 3 |
+
1,1.0,0.4849624060150376,1,context,dinov2,
|
| 4 |
+
2,1.0,0.487468671679198,1,context,dinov2,
|
| 5 |
+
3,1.0,0.4924812030075188,1,context,dinov2,
|
| 6 |
+
4,1.0,0.4974937343358396,1,context,dinov2,
|
| 7 |
+
5,1.0,0.49122807017543857,1,context,dinov2,
|
| 8 |
+
6,1.0,0.49373433583959897,1,context,dinov2,
|
| 9 |
+
7,1.0,0.4949874686716792,1,context,dinov2,
|
| 10 |
+
8,1.0,0.4974937343358396,1,context,dinov2,
|
| 11 |
+
9,1.0,0.4974937343358396,1,context,dinov2,
|
| 12 |
+
10,1.0,0.49624060150375937,1,context,dinov2,
|
| 13 |
+
11,1.0,0.49624060150375937,1,context,dinov2,
|
| 14 |
+
12,1.0,0.49624060150375937,1,context,dinov2,
|
| 15 |
+
13,1.0,0.4949874686716792,1,context,dinov2,
|
| 16 |
+
14,1.0,0.4974937343358396,1,context,dinov2,
|
| 17 |
+
15,1.0,0.49874686716791977,1,context,dinov2,
|
| 18 |
+
16,1.0,0.5,1,context,dinov2,
|
| 19 |
+
17,1.0,0.5,1,context,dinov2,
|
| 20 |
+
18,1.0,0.5,1,context,dinov2,
|
| 21 |
+
19,1.0,0.49874686716791977,1,context,dinov2,
|
| 22 |
+
20,1.0,0.49874686716791977,1,context,dinov2,
|
| 23 |
+
21,1.0,0.49874686716791977,1,context,dinov2,
|
| 24 |
+
22,1.0,0.4974937343358396,1,context,dinov2,
|
| 25 |
+
23,1.0,0.49874686716791977,1,context,dinov2,
|
| 26 |
+
24,1.0,0.5012531328320802,1,context,dinov2,
|
| 27 |
+
25,1.0,0.5,1,context,dinov2,
|
| 28 |
+
26,1.0,0.5,1,context,dinov2,
|
| 29 |
+
27,1.0,0.5012531328320802,1,context,dinov2,
|
| 30 |
+
28,1.0,0.5025062656641605,1,context,dinov2,
|
| 31 |
+
29,1.0,0.5037593984962406,1,context,dinov2,
|
| 32 |
+
30,1.0,0.506265664160401,1,context,dinov2,
|
| 33 |
+
31,1.0,0.506265664160401,1,context,dinov2,
|
| 34 |
+
32,1.0,0.5050125313283208,1,context,dinov2,
|
| 35 |
+
33,1.0,0.5050125313283208,1,context,dinov2,
|
| 36 |
+
34,1.0,0.5050125313283208,1,context,dinov2,
|
| 37 |
+
35,1.0,0.506265664160401,1,context,dinov2,
|
| 38 |
+
36,1.0,0.5050125313283208,1,context,dinov2,
|
| 39 |
+
37,1.0,0.506265664160401,1,context,dinov2,
|
| 40 |
+
38,1.0,0.5075187969924813,1,context,dinov2,
|
| 41 |
+
39,1.0,0.5087719298245614,1,context,dinov2,
|
| 42 |
+
40,1.0,0.5075187969924813,1,context,dinov2,
|
| 43 |
+
41,1.0,0.506265664160401,1,context,dinov2,
|
| 44 |
+
42,1.0,0.5050125313283208,1,context,dinov2,
|
| 45 |
+
43,1.0,0.5050125313283208,1,context,dinov2,
|
| 46 |
+
44,1.0,0.5050125313283208,1,context,dinov2,
|
| 47 |
+
45,1.0,0.5050125313283208,1,context,dinov2,
|
| 48 |
+
46,1.0,0.5050125313283208,1,context,dinov2,
|
| 49 |
+
47,1.0,0.5050125313283208,1,context,dinov2,
|
| 50 |
+
48,1.0,0.5050125313283208,1,context,dinov2,
|
| 51 |
+
49,1.0,0.5037593984962406,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.33
|
results/version=context-model=dinov2-n=1-seed=7/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.991875,0.5401002506265664,1,context,dinov2,
|
| 3 |
+
1,1.0,0.5375939849624061,1,context,dinov2,
|
| 4 |
+
2,1.0,0.5375939849624061,1,context,dinov2,
|
| 5 |
+
3,1.0,0.5338345864661654,1,context,dinov2,
|
| 6 |
+
4,1.0,0.5338345864661654,1,context,dinov2,
|
| 7 |
+
5,1.0,0.5338345864661654,1,context,dinov2,
|
| 8 |
+
6,1.0,0.5350877192982456,1,context,dinov2,
|
| 9 |
+
7,1.0,0.5350877192982456,1,context,dinov2,
|
| 10 |
+
8,1.0,0.5350877192982456,1,context,dinov2,
|
| 11 |
+
9,1.0,0.5363408521303258,1,context,dinov2,
|
| 12 |
+
10,1.0,0.5363408521303258,1,context,dinov2,
|
| 13 |
+
11,1.0,0.5363408521303258,1,context,dinov2,
|
| 14 |
+
12,1.0,0.5363408521303258,1,context,dinov2,
|
| 15 |
+
13,1.0,0.5363408521303258,1,context,dinov2,
|
| 16 |
+
14,1.0,0.5363408521303258,1,context,dinov2,
|
| 17 |
+
15,1.0,0.5350877192982456,1,context,dinov2,
|
| 18 |
+
16,1.0,0.5350877192982456,1,context,dinov2,
|
| 19 |
+
17,1.0,0.5363408521303258,1,context,dinov2,
|
| 20 |
+
18,1.0,0.5350877192982456,1,context,dinov2,
|
| 21 |
+
19,1.0,0.5350877192982456,1,context,dinov2,
|
| 22 |
+
20,1.0,0.5350877192982456,1,context,dinov2,
|
| 23 |
+
21,1.0,0.5350877192982456,1,context,dinov2,
|
| 24 |
+
22,1.0,0.5350877192982456,1,context,dinov2,
|
| 25 |
+
23,1.0,0.5363408521303258,1,context,dinov2,
|
| 26 |
+
24,1.0,0.5363408521303258,1,context,dinov2,
|
| 27 |
+
25,1.0,0.5363408521303258,1,context,dinov2,
|
| 28 |
+
26,1.0,0.5363408521303258,1,context,dinov2,
|
| 29 |
+
27,1.0,0.5363408521303258,1,context,dinov2,
|
| 30 |
+
28,1.0,0.5363408521303258,1,context,dinov2,
|
| 31 |
+
29,1.0,0.5363408521303258,1,context,dinov2,
|
| 32 |
+
30,1.0,0.5363408521303258,1,context,dinov2,
|
| 33 |
+
31,1.0,0.5363408521303258,1,context,dinov2,
|
| 34 |
+
32,1.0,0.5363408521303258,1,context,dinov2,
|
| 35 |
+
33,1.0,0.5363408521303258,1,context,dinov2,
|
| 36 |
+
34,1.0,0.5363408521303258,1,context,dinov2,
|
| 37 |
+
35,1.0,0.5363408521303258,1,context,dinov2,
|
| 38 |
+
36,1.0,0.5363408521303258,1,context,dinov2,
|
| 39 |
+
37,1.0,0.5363408521303258,1,context,dinov2,
|
| 40 |
+
38,1.0,0.5363408521303258,1,context,dinov2,
|
| 41 |
+
39,1.0,0.5363408521303258,1,context,dinov2,
|
| 42 |
+
40,1.0,0.5363408521303258,1,context,dinov2,
|
| 43 |
+
41,1.0,0.5363408521303258,1,context,dinov2,
|
| 44 |
+
42,1.0,0.5363408521303258,1,context,dinov2,
|
| 45 |
+
43,1.0,0.5363408521303258,1,context,dinov2,
|
| 46 |
+
44,1.0,0.5363408521303258,1,context,dinov2,
|
| 47 |
+
45,1.0,0.5363408521303258,1,context,dinov2,
|
| 48 |
+
46,1.0,0.5363408521303258,1,context,dinov2,
|
| 49 |
+
47,1.0,0.5363408521303258,1,context,dinov2,
|
| 50 |
+
48,1.0,0.5363408521303258,1,context,dinov2,
|
| 51 |
+
49,1.0,0.5363408521303258,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.66
|
results/version=context-model=dinov2-n=1-seed=8/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.959375,0.5401002506265664,1,context,dinov2,
|
| 3 |
+
1,1.0,0.5325814536340853,1,context,dinov2,
|
| 4 |
+
2,1.0,0.5363408521303258,1,context,dinov2,
|
| 5 |
+
3,1.0,0.5375939849624061,1,context,dinov2,
|
| 6 |
+
4,1.0,0.5363408521303258,1,context,dinov2,
|
| 7 |
+
5,1.0,0.5363408521303258,1,context,dinov2,
|
| 8 |
+
6,1.0,0.5375939849624061,1,context,dinov2,
|
| 9 |
+
7,1.0,0.5363408521303258,1,context,dinov2,
|
| 10 |
+
8,1.0,0.5338345864661654,1,context,dinov2,
|
| 11 |
+
9,1.0,0.5300751879699248,1,context,dinov2,
|
| 12 |
+
10,1.0,0.5325814536340853,1,context,dinov2,
|
| 13 |
+
11,1.0,0.531328320802005,1,context,dinov2,
|
| 14 |
+
12,1.0,0.531328320802005,1,context,dinov2,
|
| 15 |
+
13,1.0,0.5300751879699248,1,context,dinov2,
|
| 16 |
+
14,1.0,0.5300751879699248,1,context,dinov2,
|
| 17 |
+
15,1.0,0.5300751879699248,1,context,dinov2,
|
| 18 |
+
16,1.0,0.5275689223057645,1,context,dinov2,
|
| 19 |
+
17,1.0,0.5263157894736842,1,context,dinov2,
|
| 20 |
+
18,1.0,0.525062656641604,1,context,dinov2,
|
| 21 |
+
19,1.0,0.5225563909774437,1,context,dinov2,
|
| 22 |
+
20,1.0,0.5225563909774437,1,context,dinov2,
|
| 23 |
+
21,1.0,0.5238095238095238,1,context,dinov2,
|
| 24 |
+
22,1.0,0.5225563909774437,1,context,dinov2,
|
| 25 |
+
23,1.0,0.5263157894736842,1,context,dinov2,
|
| 26 |
+
24,1.0,0.5288220551378446,1,context,dinov2,
|
| 27 |
+
25,1.0,0.5288220551378446,1,context,dinov2,
|
| 28 |
+
26,1.0,0.5288220551378446,1,context,dinov2,
|
| 29 |
+
27,1.0,0.5288220551378446,1,context,dinov2,
|
| 30 |
+
28,1.0,0.5288220551378446,1,context,dinov2,
|
| 31 |
+
29,1.0,0.5275689223057645,1,context,dinov2,
|
| 32 |
+
30,1.0,0.5275689223057645,1,context,dinov2,
|
| 33 |
+
31,1.0,0.5263157894736842,1,context,dinov2,
|
| 34 |
+
32,1.0,0.5263157894736842,1,context,dinov2,
|
| 35 |
+
33,1.0,0.525062656641604,1,context,dinov2,
|
| 36 |
+
34,1.0,0.525062656641604,1,context,dinov2,
|
| 37 |
+
35,1.0,0.525062656641604,1,context,dinov2,
|
| 38 |
+
36,1.0,0.525062656641604,1,context,dinov2,
|
| 39 |
+
37,1.0,0.525062656641604,1,context,dinov2,
|
| 40 |
+
38,1.0,0.5263157894736842,1,context,dinov2,
|
| 41 |
+
39,1.0,0.525062656641604,1,context,dinov2,
|
| 42 |
+
40,1.0,0.525062656641604,1,context,dinov2,
|
| 43 |
+
41,1.0,0.5263157894736842,1,context,dinov2,
|
| 44 |
+
42,1.0,0.5275689223057645,1,context,dinov2,
|
| 45 |
+
43,1.0,0.5275689223057645,1,context,dinov2,
|
| 46 |
+
44,1.0,0.5275689223057645,1,context,dinov2,
|
| 47 |
+
45,1.0,0.5275689223057645,1,context,dinov2,
|
| 48 |
+
46,1.0,0.5263157894736842,1,context,dinov2,
|
| 49 |
+
47,1.0,0.5275689223057645,1,context,dinov2,
|
| 50 |
+
48,1.0,0.5275689223057645,1,context,dinov2,
|
| 51 |
+
49,1.0,0.5275689223057645,1,context,dinov2,
|
| 52 |
+
50,,,1,context,dinov2,0.56
|
results/version=context-model=dinov2-n=128-seed=0/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
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|
|
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|
|
|
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|
|
|
|
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|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.626875,0.6213235294117647,128,context,dinov2,
|
| 3 |
+
1,0.791875,0.6819852941176471,128,context,dinov2,
|
| 4 |
+
2,0.873125,0.7150735294117647,128,context,dinov2,
|
| 5 |
+
3,0.92375,0.7536764705882353,128,context,dinov2,
|
| 6 |
+
4,0.9478125,0.7610294117647058,128,context,dinov2,
|
| 7 |
+
5,0.97125,0.7794117647058824,128,context,dinov2,
|
| 8 |
+
6,0.9828125,0.7757352941176471,128,context,dinov2,
|
| 9 |
+
7,0.9846875,0.7830882352941176,128,context,dinov2,
|
| 10 |
+
8,0.9903125,0.7794117647058824,128,context,dinov2,
|
| 11 |
+
9,0.9925,0.8051470588235294,128,context,dinov2,
|
| 12 |
+
10,0.990625,0.7610294117647058,128,context,dinov2,
|
| 13 |
+
11,0.9921875,0.78125,128,context,dinov2,
|
| 14 |
+
12,0.995,0.7738970588235294,128,context,dinov2,
|
| 15 |
+
13,0.9959375,0.7720588235294118,128,context,dinov2,
|
| 16 |
+
14,0.995625,0.8051470588235294,128,context,dinov2,
|
| 17 |
+
15,0.9975,0.7849264705882353,128,context,dinov2,
|
| 18 |
+
16,0.9915625,0.7849264705882353,128,context,dinov2,
|
| 19 |
+
17,0.9990625,0.7959558823529411,128,context,dinov2,
|
| 20 |
+
18,0.9965625,0.7830882352941176,128,context,dinov2,
|
| 21 |
+
19,0.999375,0.7720588235294118,128,context,dinov2,
|
| 22 |
+
20,0.9971875,0.7830882352941176,128,context,dinov2,
|
| 23 |
+
21,0.99625,0.7757352941176471,128,context,dinov2,
|
| 24 |
+
22,0.9953125,0.7830882352941176,128,context,dinov2,
|
| 25 |
+
23,0.998125,0.7904411764705882,128,context,dinov2,
|
| 26 |
+
24,0.9975,0.7647058823529411,128,context,dinov2,
|
| 27 |
+
25,0.99625,0.7996323529411765,128,context,dinov2,
|
| 28 |
+
26,0.999375,0.7702205882352942,128,context,dinov2,
|
| 29 |
+
27,0.9946875,0.7849264705882353,128,context,dinov2,
|
| 30 |
+
28,0.9978125,0.78125,128,context,dinov2,
|
| 31 |
+
29,0.9959375,0.7830882352941176,128,context,dinov2,
|
| 32 |
+
30,0.9959375,0.7886029411764706,128,context,dinov2,
|
| 33 |
+
31,0.998125,0.7922794117647058,128,context,dinov2,
|
| 34 |
+
32,0.9984375,0.7886029411764706,128,context,dinov2,
|
| 35 |
+
33,0.9996875,0.7830882352941176,128,context,dinov2,
|
| 36 |
+
34,0.99875,0.7463235294117647,128,context,dinov2,
|
| 37 |
+
35,0.999375,0.7849264705882353,128,context,dinov2,
|
| 38 |
+
36,0.9990625,0.7775735294117647,128,context,dinov2,
|
| 39 |
+
37,0.9996875,0.7977941176470589,128,context,dinov2,
|
| 40 |
+
38,0.999375,0.7941176470588235,128,context,dinov2,
|
| 41 |
+
39,0.99875,0.7904411764705882,128,context,dinov2,
|
| 42 |
+
40,0.998125,0.7849264705882353,128,context,dinov2,
|
| 43 |
+
41,0.996875,0.7738970588235294,128,context,dinov2,
|
| 44 |
+
42,0.99625,0.7886029411764706,128,context,dinov2,
|
| 45 |
+
43,0.9996875,0.7867647058823529,128,context,dinov2,
|
| 46 |
+
44,0.9978125,0.7996323529411765,128,context,dinov2,
|
| 47 |
+
45,0.9959375,0.7886029411764706,128,context,dinov2,
|
| 48 |
+
46,0.9975,0.7775735294117647,128,context,dinov2,
|
| 49 |
+
47,0.9984375,0.7886029411764706,128,context,dinov2,
|
| 50 |
+
48,0.9996875,0.7738970588235294,128,context,dinov2,
|
| 51 |
+
49,0.9990625,0.7867647058823529,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.7
|
results/version=context-model=dinov2-n=128-seed=1/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.659375,0.6966911764705882,128,context,dinov2,
|
| 3 |
+
1,0.7934375,0.7573529411764706,128,context,dinov2,
|
| 4 |
+
2,0.878125,0.7941176470588235,128,context,dinov2,
|
| 5 |
+
3,0.9259375,0.7959558823529411,128,context,dinov2,
|
| 6 |
+
4,0.9409375,0.8106617647058824,128,context,dinov2,
|
| 7 |
+
5,0.9540625,0.7977941176470589,128,context,dinov2,
|
| 8 |
+
6,0.9696875,0.8161764705882353,128,context,dinov2,
|
| 9 |
+
7,0.9775,0.8290441176470589,128,context,dinov2,
|
| 10 |
+
8,0.9865625,0.7996323529411765,128,context,dinov2,
|
| 11 |
+
9,0.975625,0.8382352941176471,128,context,dinov2,
|
| 12 |
+
10,0.9875,0.8161764705882353,128,context,dinov2,
|
| 13 |
+
11,0.9865625,0.8363970588235294,128,context,dinov2,
|
| 14 |
+
12,0.9925,0.8382352941176471,128,context,dinov2,
|
| 15 |
+
13,0.9884375,0.8308823529411765,128,context,dinov2,
|
| 16 |
+
14,0.9940625,0.8216911764705882,128,context,dinov2,
|
| 17 |
+
15,0.99625,0.8216911764705882,128,context,dinov2,
|
| 18 |
+
16,0.9890625,0.8235294117647058,128,context,dinov2,
|
| 19 |
+
17,0.993125,0.8272058823529411,128,context,dinov2,
|
| 20 |
+
18,0.996875,0.8363970588235294,128,context,dinov2,
|
| 21 |
+
19,0.9940625,0.8272058823529411,128,context,dinov2,
|
| 22 |
+
20,0.994375,0.84375,128,context,dinov2,
|
| 23 |
+
21,0.9965625,0.8363970588235294,128,context,dinov2,
|
| 24 |
+
22,0.995,0.8290441176470589,128,context,dinov2,
|
| 25 |
+
23,0.9965625,0.8327205882352942,128,context,dinov2,
|
| 26 |
+
24,0.9965625,0.8327205882352942,128,context,dinov2,
|
| 27 |
+
25,0.9971875,0.8106617647058824,128,context,dinov2,
|
| 28 |
+
26,0.9921875,0.8382352941176471,128,context,dinov2,
|
| 29 |
+
27,0.998125,0.8419117647058824,128,context,dinov2,
|
| 30 |
+
28,0.9996875,0.8363970588235294,128,context,dinov2,
|
| 31 |
+
29,0.9953125,0.8272058823529411,128,context,dinov2,
|
| 32 |
+
30,0.9984375,0.8272058823529411,128,context,dinov2,
|
| 33 |
+
31,0.9990625,0.8198529411764706,128,context,dinov2,
|
| 34 |
+
32,0.9978125,0.8272058823529411,128,context,dinov2,
|
| 35 |
+
33,0.9978125,0.8327205882352942,128,context,dinov2,
|
| 36 |
+
34,0.99875,0.8363970588235294,128,context,dinov2,
|
| 37 |
+
35,0.995,0.8345588235294118,128,context,dinov2,
|
| 38 |
+
36,0.9971875,0.8455882352941176,128,context,dinov2,
|
| 39 |
+
37,0.9978125,0.8327205882352942,128,context,dinov2,
|
| 40 |
+
38,0.99625,0.8014705882352942,128,context,dinov2,
|
| 41 |
+
39,0.9940625,0.8198529411764706,128,context,dinov2,
|
| 42 |
+
40,0.9940625,0.8180147058823529,128,context,dinov2,
|
| 43 |
+
41,0.9959375,0.8382352941176471,128,context,dinov2,
|
| 44 |
+
42,0.99875,0.8290441176470589,128,context,dinov2,
|
| 45 |
+
43,0.999375,0.8198529411764706,128,context,dinov2,
|
| 46 |
+
44,0.9971875,0.8253676470588235,128,context,dinov2,
|
| 47 |
+
45,0.995625,0.8161764705882353,128,context,dinov2,
|
| 48 |
+
46,0.9975,0.8235294117647058,128,context,dinov2,
|
| 49 |
+
47,0.9984375,0.8290441176470589,128,context,dinov2,
|
| 50 |
+
48,0.9990625,0.8345588235294118,128,context,dinov2,
|
| 51 |
+
49,0.998125,0.8198529411764706,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.77
|
results/version=context-model=dinov2-n=128-seed=2/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
|
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|
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|
|
|
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|
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|
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|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6140625,0.6764705882352942,128,context,dinov2,
|
| 3 |
+
1,0.7515625,0.7628676470588235,128,context,dinov2,
|
| 4 |
+
2,0.859375,0.7757352941176471,128,context,dinov2,
|
| 5 |
+
3,0.930625,0.7738970588235294,128,context,dinov2,
|
| 6 |
+
4,0.95875,0.8106617647058824,128,context,dinov2,
|
| 7 |
+
5,0.9678125,0.7959558823529411,128,context,dinov2,
|
| 8 |
+
6,0.9728125,0.7977941176470589,128,context,dinov2,
|
| 9 |
+
7,0.985625,0.8051470588235294,128,context,dinov2,
|
| 10 |
+
8,0.98625,0.8069852941176471,128,context,dinov2,
|
| 11 |
+
9,0.9871875,0.8051470588235294,128,context,dinov2,
|
| 12 |
+
10,0.9815625,0.8014705882352942,128,context,dinov2,
|
| 13 |
+
11,0.99375,0.8033088235294118,128,context,dinov2,
|
| 14 |
+
12,0.991875,0.7996323529411765,128,context,dinov2,
|
| 15 |
+
13,0.9940625,0.7941176470588235,128,context,dinov2,
|
| 16 |
+
14,0.9921875,0.8051470588235294,128,context,dinov2,
|
| 17 |
+
15,0.9934375,0.8051470588235294,128,context,dinov2,
|
| 18 |
+
16,0.99125,0.8033088235294118,128,context,dinov2,
|
| 19 |
+
17,0.9965625,0.7757352941176471,128,context,dinov2,
|
| 20 |
+
18,0.994375,0.7922794117647058,128,context,dinov2,
|
| 21 |
+
19,0.9959375,0.8161764705882353,128,context,dinov2,
|
| 22 |
+
20,0.993125,0.8069852941176471,128,context,dinov2,
|
| 23 |
+
21,0.9975,0.8106617647058824,128,context,dinov2,
|
| 24 |
+
22,0.9953125,0.8216911764705882,128,context,dinov2,
|
| 25 |
+
23,0.9975,0.8198529411764706,128,context,dinov2,
|
| 26 |
+
24,0.9959375,0.8198529411764706,128,context,dinov2,
|
| 27 |
+
25,0.9921875,0.8014705882352942,128,context,dinov2,
|
| 28 |
+
26,0.9915625,0.8290441176470589,128,context,dinov2,
|
| 29 |
+
27,0.9971875,0.8235294117647058,128,context,dinov2,
|
| 30 |
+
28,0.9984375,0.8125,128,context,dinov2,
|
| 31 |
+
29,0.9990625,0.8180147058823529,128,context,dinov2,
|
| 32 |
+
30,0.989375,0.7996323529411765,128,context,dinov2,
|
| 33 |
+
31,0.998125,0.8198529411764706,128,context,dinov2,
|
| 34 |
+
32,0.998125,0.8106617647058824,128,context,dinov2,
|
| 35 |
+
33,0.9996875,0.8106617647058824,128,context,dinov2,
|
| 36 |
+
34,0.9975,0.8143382352941176,128,context,dinov2,
|
| 37 |
+
35,0.999375,0.8180147058823529,128,context,dinov2,
|
| 38 |
+
36,0.9959375,0.8069852941176471,128,context,dinov2,
|
| 39 |
+
37,0.9978125,0.8161764705882353,128,context,dinov2,
|
| 40 |
+
38,0.9978125,0.8125,128,context,dinov2,
|
| 41 |
+
39,0.998125,0.8014705882352942,128,context,dinov2,
|
| 42 |
+
40,0.9990625,0.8345588235294118,128,context,dinov2,
|
| 43 |
+
41,0.9975,0.8069852941176471,128,context,dinov2,
|
| 44 |
+
42,0.998125,0.8161764705882353,128,context,dinov2,
|
| 45 |
+
43,0.9975,0.8125,128,context,dinov2,
|
| 46 |
+
44,0.9953125,0.7867647058823529,128,context,dinov2,
|
| 47 |
+
45,0.9984375,0.8106617647058824,128,context,dinov2,
|
| 48 |
+
46,0.9971875,0.8290441176470589,128,context,dinov2,
|
| 49 |
+
47,0.99875,0.8290441176470589,128,context,dinov2,
|
| 50 |
+
48,0.9978125,0.8253676470588235,128,context,dinov2,
|
| 51 |
+
49,0.9978125,0.8290441176470589,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.89
|
results/version=context-model=dinov2-n=128-seed=3/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6003125,0.6305147058823529,128,context,dinov2,
|
| 3 |
+
1,0.7796875,0.7242647058823529,128,context,dinov2,
|
| 4 |
+
2,0.87375,0.7573529411764706,128,context,dinov2,
|
| 5 |
+
3,0.9271875,0.7775735294117647,128,context,dinov2,
|
| 6 |
+
4,0.955625,0.8033088235294118,128,context,dinov2,
|
| 7 |
+
5,0.96875,0.7794117647058824,128,context,dinov2,
|
| 8 |
+
6,0.976875,0.8051470588235294,128,context,dinov2,
|
| 9 |
+
7,0.97875,0.7941176470588235,128,context,dinov2,
|
| 10 |
+
8,0.9840625,0.8088235294117647,128,context,dinov2,
|
| 11 |
+
9,0.9928125,0.8051470588235294,128,context,dinov2,
|
| 12 |
+
10,0.986875,0.7775735294117647,128,context,dinov2,
|
| 13 |
+
11,0.9896875,0.8069852941176471,128,context,dinov2,
|
| 14 |
+
12,0.9915625,0.8125,128,context,dinov2,
|
| 15 |
+
13,0.99125,0.7977941176470589,128,context,dinov2,
|
| 16 |
+
14,0.9925,0.8308823529411765,128,context,dinov2,
|
| 17 |
+
15,0.9946875,0.8216911764705882,128,context,dinov2,
|
| 18 |
+
16,0.99375,0.8069852941176471,128,context,dinov2,
|
| 19 |
+
17,0.9953125,0.8272058823529411,128,context,dinov2,
|
| 20 |
+
18,0.9925,0.8125,128,context,dinov2,
|
| 21 |
+
19,0.9971875,0.8143382352941176,128,context,dinov2,
|
| 22 |
+
20,0.9965625,0.8235294117647058,128,context,dinov2,
|
| 23 |
+
21,0.995625,0.7573529411764706,128,context,dinov2,
|
| 24 |
+
22,0.9934375,0.8143382352941176,128,context,dinov2,
|
| 25 |
+
23,0.998125,0.7959558823529411,128,context,dinov2,
|
| 26 |
+
24,0.998125,0.8143382352941176,128,context,dinov2,
|
| 27 |
+
25,0.99625,0.7757352941176471,128,context,dinov2,
|
| 28 |
+
26,0.9965625,0.8106617647058824,128,context,dinov2,
|
| 29 |
+
27,0.9978125,0.8125,128,context,dinov2,
|
| 30 |
+
28,0.9978125,0.8143382352941176,128,context,dinov2,
|
| 31 |
+
29,0.99375,0.8088235294117647,128,context,dinov2,
|
| 32 |
+
30,0.998125,0.7977941176470589,128,context,dinov2,
|
| 33 |
+
31,0.9971875,0.8033088235294118,128,context,dinov2,
|
| 34 |
+
32,0.99875,0.8106617647058824,128,context,dinov2,
|
| 35 |
+
33,0.994375,0.8088235294117647,128,context,dinov2,
|
| 36 |
+
34,0.998125,0.8033088235294118,128,context,dinov2,
|
| 37 |
+
35,0.9990625,0.8088235294117647,128,context,dinov2,
|
| 38 |
+
36,0.9990625,0.7941176470588235,128,context,dinov2,
|
| 39 |
+
37,0.9984375,0.7922794117647058,128,context,dinov2,
|
| 40 |
+
38,0.99875,0.8125,128,context,dinov2,
|
| 41 |
+
39,0.9996875,0.8235294117647058,128,context,dinov2,
|
| 42 |
+
40,0.998125,0.8051470588235294,128,context,dinov2,
|
| 43 |
+
41,0.999375,0.8272058823529411,128,context,dinov2,
|
| 44 |
+
42,0.9984375,0.7886029411764706,128,context,dinov2,
|
| 45 |
+
43,0.999375,0.8069852941176471,128,context,dinov2,
|
| 46 |
+
44,0.9984375,0.8198529411764706,128,context,dinov2,
|
| 47 |
+
45,0.9978125,0.8216911764705882,128,context,dinov2,
|
| 48 |
+
46,0.99625,0.7867647058823529,128,context,dinov2,
|
| 49 |
+
47,0.9959375,0.8051470588235294,128,context,dinov2,
|
| 50 |
+
48,0.9975,0.8088235294117647,128,context,dinov2,
|
| 51 |
+
49,1.0,0.8051470588235294,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.75
|
results/version=context-model=dinov2-n=128-seed=4/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
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|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6234375,0.6617647058823529,128,context,dinov2,
|
| 3 |
+
1,0.806875,0.7132352941176471,128,context,dinov2,
|
| 4 |
+
2,0.8925,0.7591911764705882,128,context,dinov2,
|
| 5 |
+
3,0.92875,0.7849264705882353,128,context,dinov2,
|
| 6 |
+
4,0.955625,0.7830882352941176,128,context,dinov2,
|
| 7 |
+
5,0.9625,0.7720588235294118,128,context,dinov2,
|
| 8 |
+
6,0.9734375,0.7702205882352942,128,context,dinov2,
|
| 9 |
+
7,0.981875,0.7904411764705882,128,context,dinov2,
|
| 10 |
+
8,0.983125,0.7996323529411765,128,context,dinov2,
|
| 11 |
+
9,0.98125,0.8014705882352942,128,context,dinov2,
|
| 12 |
+
10,0.9859375,0.78125,128,context,dinov2,
|
| 13 |
+
11,0.9903125,0.7830882352941176,128,context,dinov2,
|
| 14 |
+
12,0.990625,0.7959558823529411,128,context,dinov2,
|
| 15 |
+
13,0.99,0.7977941176470589,128,context,dinov2,
|
| 16 |
+
14,0.9925,0.7830882352941176,128,context,dinov2,
|
| 17 |
+
15,0.995,0.7996323529411765,128,context,dinov2,
|
| 18 |
+
16,0.995,0.7941176470588235,128,context,dinov2,
|
| 19 |
+
17,0.993125,0.7996323529411765,128,context,dinov2,
|
| 20 |
+
18,0.993125,0.7959558823529411,128,context,dinov2,
|
| 21 |
+
19,0.98875,0.7830882352941176,128,context,dinov2,
|
| 22 |
+
20,0.994375,0.7959558823529411,128,context,dinov2,
|
| 23 |
+
21,0.9946875,0.7904411764705882,128,context,dinov2,
|
| 24 |
+
22,0.99375,0.7977941176470589,128,context,dinov2,
|
| 25 |
+
23,0.9971875,0.8180147058823529,128,context,dinov2,
|
| 26 |
+
24,0.99625,0.7996323529411765,128,context,dinov2,
|
| 27 |
+
25,0.99375,0.7794117647058824,128,context,dinov2,
|
| 28 |
+
26,0.995625,0.8180147058823529,128,context,dinov2,
|
| 29 |
+
27,0.996875,0.8051470588235294,128,context,dinov2,
|
| 30 |
+
28,0.9978125,0.8033088235294118,128,context,dinov2,
|
| 31 |
+
29,0.998125,0.8161764705882353,128,context,dinov2,
|
| 32 |
+
30,0.999375,0.7996323529411765,128,context,dinov2,
|
| 33 |
+
31,0.9984375,0.8216911764705882,128,context,dinov2,
|
| 34 |
+
32,0.9971875,0.8253676470588235,128,context,dinov2,
|
| 35 |
+
33,0.9971875,0.7996323529411765,128,context,dinov2,
|
| 36 |
+
34,0.99625,0.8033088235294118,128,context,dinov2,
|
| 37 |
+
35,0.9990625,0.8106617647058824,128,context,dinov2,
|
| 38 |
+
36,0.99875,0.8069852941176471,128,context,dinov2,
|
| 39 |
+
37,0.99625,0.8014705882352942,128,context,dinov2,
|
| 40 |
+
38,0.9959375,0.8143382352941176,128,context,dinov2,
|
| 41 |
+
39,0.9975,0.8069852941176471,128,context,dinov2,
|
| 42 |
+
40,0.99875,0.8290441176470589,128,context,dinov2,
|
| 43 |
+
41,0.996875,0.8088235294117647,128,context,dinov2,
|
| 44 |
+
42,0.99625,0.7977941176470589,128,context,dinov2,
|
| 45 |
+
43,0.998125,0.8051470588235294,128,context,dinov2,
|
| 46 |
+
44,0.99875,0.8253676470588235,128,context,dinov2,
|
| 47 |
+
45,0.9996875,0.8125,128,context,dinov2,
|
| 48 |
+
46,0.9971875,0.8216911764705882,128,context,dinov2,
|
| 49 |
+
47,0.999375,0.8161764705882353,128,context,dinov2,
|
| 50 |
+
48,0.9984375,0.8051470588235294,128,context,dinov2,
|
| 51 |
+
49,0.9984375,0.8235294117647058,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.82
|
results/version=context-model=dinov2-n=128-seed=5/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.593125,0.6709558823529411,128,context,dinov2,
|
| 3 |
+
1,0.7903125,0.6966911764705882,128,context,dinov2,
|
| 4 |
+
2,0.8853125,0.7591911764705882,128,context,dinov2,
|
| 5 |
+
3,0.93375,0.7757352941176471,128,context,dinov2,
|
| 6 |
+
4,0.9621875,0.7702205882352942,128,context,dinov2,
|
| 7 |
+
5,0.9725,0.7904411764705882,128,context,dinov2,
|
| 8 |
+
6,0.9796875,0.7941176470588235,128,context,dinov2,
|
| 9 |
+
7,0.9859375,0.7775735294117647,128,context,dinov2,
|
| 10 |
+
8,0.985625,0.7849264705882353,128,context,dinov2,
|
| 11 |
+
9,0.989375,0.8014705882352942,128,context,dinov2,
|
| 12 |
+
10,0.989375,0.7904411764705882,128,context,dinov2,
|
| 13 |
+
11,0.99375,0.7922794117647058,128,context,dinov2,
|
| 14 |
+
12,0.9884375,0.7959558823529411,128,context,dinov2,
|
| 15 |
+
13,0.9925,0.7775735294117647,128,context,dinov2,
|
| 16 |
+
14,0.9921875,0.7849264705882353,128,context,dinov2,
|
| 17 |
+
15,0.9946875,0.7977941176470589,128,context,dinov2,
|
| 18 |
+
16,0.9965625,0.7849264705882353,128,context,dinov2,
|
| 19 |
+
17,0.9965625,0.7886029411764706,128,context,dinov2,
|
| 20 |
+
18,0.9978125,0.7996323529411765,128,context,dinov2,
|
| 21 |
+
19,0.9965625,0.7922794117647058,128,context,dinov2,
|
| 22 |
+
20,0.9940625,0.7775735294117647,128,context,dinov2,
|
| 23 |
+
21,0.9934375,0.7904411764705882,128,context,dinov2,
|
| 24 |
+
22,0.9971875,0.7904411764705882,128,context,dinov2,
|
| 25 |
+
23,0.99875,0.7922794117647058,128,context,dinov2,
|
| 26 |
+
24,0.9996875,0.7886029411764706,128,context,dinov2,
|
| 27 |
+
25,0.9978125,0.7849264705882353,128,context,dinov2,
|
| 28 |
+
26,0.9959375,0.7959558823529411,128,context,dinov2,
|
| 29 |
+
27,0.9984375,0.7959558823529411,128,context,dinov2,
|
| 30 |
+
28,0.9984375,0.7941176470588235,128,context,dinov2,
|
| 31 |
+
29,0.999375,0.7977941176470589,128,context,dinov2,
|
| 32 |
+
30,0.996875,0.7886029411764706,128,context,dinov2,
|
| 33 |
+
31,0.99625,0.8051470588235294,128,context,dinov2,
|
| 34 |
+
32,0.9971875,0.8069852941176471,128,context,dinov2,
|
| 35 |
+
33,0.996875,0.7959558823529411,128,context,dinov2,
|
| 36 |
+
34,0.995625,0.7886029411764706,128,context,dinov2,
|
| 37 |
+
35,0.9990625,0.8051470588235294,128,context,dinov2,
|
| 38 |
+
36,0.998125,0.8069852941176471,128,context,dinov2,
|
| 39 |
+
37,0.99875,0.7867647058823529,128,context,dinov2,
|
| 40 |
+
38,0.998125,0.7922794117647058,128,context,dinov2,
|
| 41 |
+
39,0.99875,0.7867647058823529,128,context,dinov2,
|
| 42 |
+
40,0.9975,0.8051470588235294,128,context,dinov2,
|
| 43 |
+
41,0.9978125,0.7886029411764706,128,context,dinov2,
|
| 44 |
+
42,0.9984375,0.8051470588235294,128,context,dinov2,
|
| 45 |
+
43,0.9978125,0.8033088235294118,128,context,dinov2,
|
| 46 |
+
44,0.998125,0.7738970588235294,128,context,dinov2,
|
| 47 |
+
45,0.99875,0.7977941176470589,128,context,dinov2,
|
| 48 |
+
46,0.998125,0.7904411764705882,128,context,dinov2,
|
| 49 |
+
47,0.9984375,0.7922794117647058,128,context,dinov2,
|
| 50 |
+
48,0.998125,0.8033088235294118,128,context,dinov2,
|
| 51 |
+
49,0.9953125,0.7867647058823529,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.77
|
results/version=context-model=dinov2-n=128-seed=6/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.59125,0.6819852941176471,128,context,dinov2,
|
| 3 |
+
1,0.729375,0.7389705882352942,128,context,dinov2,
|
| 4 |
+
2,0.8415625,0.7665441176470589,128,context,dinov2,
|
| 5 |
+
3,0.901875,0.78125,128,context,dinov2,
|
| 6 |
+
4,0.930625,0.7702205882352942,128,context,dinov2,
|
| 7 |
+
5,0.96,0.7683823529411765,128,context,dinov2,
|
| 8 |
+
6,0.9759375,0.7573529411764706,128,context,dinov2,
|
| 9 |
+
7,0.9746875,0.7775735294117647,128,context,dinov2,
|
| 10 |
+
8,0.9840625,0.7794117647058824,128,context,dinov2,
|
| 11 |
+
9,0.9828125,0.7665441176470589,128,context,dinov2,
|
| 12 |
+
10,0.991875,0.7849264705882353,128,context,dinov2,
|
| 13 |
+
11,0.98875,0.7849264705882353,128,context,dinov2,
|
| 14 |
+
12,0.99,0.7647058823529411,128,context,dinov2,
|
| 15 |
+
13,0.9925,0.7775735294117647,128,context,dinov2,
|
| 16 |
+
14,0.993125,0.7720588235294118,128,context,dinov2,
|
| 17 |
+
15,0.9890625,0.7867647058823529,128,context,dinov2,
|
| 18 |
+
16,0.9909375,0.7738970588235294,128,context,dinov2,
|
| 19 |
+
17,0.9925,0.7794117647058824,128,context,dinov2,
|
| 20 |
+
18,0.994375,0.7665441176470589,128,context,dinov2,
|
| 21 |
+
19,0.9940625,0.7794117647058824,128,context,dinov2,
|
| 22 |
+
20,0.99375,0.7775735294117647,128,context,dinov2,
|
| 23 |
+
21,0.99625,0.7794117647058824,128,context,dinov2,
|
| 24 |
+
22,0.9975,0.7849264705882353,128,context,dinov2,
|
| 25 |
+
23,0.9946875,0.7775735294117647,128,context,dinov2,
|
| 26 |
+
24,0.9959375,0.7573529411764706,128,context,dinov2,
|
| 27 |
+
25,0.99625,0.7738970588235294,128,context,dinov2,
|
| 28 |
+
26,1.0,0.7849264705882353,128,context,dinov2,
|
| 29 |
+
27,0.9984375,0.7775735294117647,128,context,dinov2,
|
| 30 |
+
28,0.9971875,0.7738970588235294,128,context,dinov2,
|
| 31 |
+
29,0.99125,0.7757352941176471,128,context,dinov2,
|
| 32 |
+
30,0.9971875,0.78125,128,context,dinov2,
|
| 33 |
+
31,0.9990625,0.7702205882352942,128,context,dinov2,
|
| 34 |
+
32,0.9953125,0.7904411764705882,128,context,dinov2,
|
| 35 |
+
33,0.9984375,0.7904411764705882,128,context,dinov2,
|
| 36 |
+
34,0.9975,0.7794117647058824,128,context,dinov2,
|
| 37 |
+
35,0.9975,0.7849264705882353,128,context,dinov2,
|
| 38 |
+
36,0.9965625,0.7959558823529411,128,context,dinov2,
|
| 39 |
+
37,0.99875,0.7757352941176471,128,context,dinov2,
|
| 40 |
+
38,1.0,0.7775735294117647,128,context,dinov2,
|
| 41 |
+
39,0.9990625,0.7830882352941176,128,context,dinov2,
|
| 42 |
+
40,0.9971875,0.7757352941176471,128,context,dinov2,
|
| 43 |
+
41,0.9953125,0.7720588235294118,128,context,dinov2,
|
| 44 |
+
42,0.9978125,0.7996323529411765,128,context,dinov2,
|
| 45 |
+
43,0.996875,0.7738970588235294,128,context,dinov2,
|
| 46 |
+
44,0.9971875,0.7886029411764706,128,context,dinov2,
|
| 47 |
+
45,0.9984375,0.7904411764705882,128,context,dinov2,
|
| 48 |
+
46,0.99375,0.7977941176470589,128,context,dinov2,
|
| 49 |
+
47,0.99875,0.7922794117647058,128,context,dinov2,
|
| 50 |
+
48,0.9975,0.7886029411764706,128,context,dinov2,
|
| 51 |
+
49,0.9990625,0.7996323529411765,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.64
|
results/version=context-model=dinov2-n=128-seed=7/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6309375,0.6452205882352942,128,context,dinov2,
|
| 3 |
+
1,0.779375,0.7371323529411765,128,context,dinov2,
|
| 4 |
+
2,0.8728125,0.7830882352941176,128,context,dinov2,
|
| 5 |
+
3,0.93125,0.8033088235294118,128,context,dinov2,
|
| 6 |
+
4,0.9453125,0.7867647058823529,128,context,dinov2,
|
| 7 |
+
5,0.9640625,0.8014705882352942,128,context,dinov2,
|
| 8 |
+
6,0.973125,0.7830882352941176,128,context,dinov2,
|
| 9 |
+
7,0.9825,0.7977941176470589,128,context,dinov2,
|
| 10 |
+
8,0.985,0.7849264705882353,128,context,dinov2,
|
| 11 |
+
9,0.98625,0.8143382352941176,128,context,dinov2,
|
| 12 |
+
10,0.991875,0.7941176470588235,128,context,dinov2,
|
| 13 |
+
11,0.98875,0.8014705882352942,128,context,dinov2,
|
| 14 |
+
12,0.9925,0.8106617647058824,128,context,dinov2,
|
| 15 |
+
13,0.989375,0.8143382352941176,128,context,dinov2,
|
| 16 |
+
14,0.9921875,0.8069852941176471,128,context,dinov2,
|
| 17 |
+
15,0.99125,0.8033088235294118,128,context,dinov2,
|
| 18 |
+
16,0.9965625,0.8088235294117647,128,context,dinov2,
|
| 19 |
+
17,0.9921875,0.8143382352941176,128,context,dinov2,
|
| 20 |
+
18,0.9946875,0.8143382352941176,128,context,dinov2,
|
| 21 |
+
19,0.9940625,0.8161764705882353,128,context,dinov2,
|
| 22 |
+
20,0.9971875,0.8033088235294118,128,context,dinov2,
|
| 23 |
+
21,0.9978125,0.8235294117647058,128,context,dinov2,
|
| 24 |
+
22,0.996875,0.7996323529411765,128,context,dinov2,
|
| 25 |
+
23,0.996875,0.8051470588235294,128,context,dinov2,
|
| 26 |
+
24,0.9975,0.8106617647058824,128,context,dinov2,
|
| 27 |
+
25,0.9965625,0.7922794117647058,128,context,dinov2,
|
| 28 |
+
26,0.9984375,0.7922794117647058,128,context,dinov2,
|
| 29 |
+
27,0.996875,0.8051470588235294,128,context,dinov2,
|
| 30 |
+
28,0.9946875,0.8106617647058824,128,context,dinov2,
|
| 31 |
+
29,0.9984375,0.7886029411764706,128,context,dinov2,
|
| 32 |
+
30,0.9975,0.7867647058823529,128,context,dinov2,
|
| 33 |
+
31,0.998125,0.8069852941176471,128,context,dinov2,
|
| 34 |
+
32,0.9990625,0.8106617647058824,128,context,dinov2,
|
| 35 |
+
33,0.996875,0.7867647058823529,128,context,dinov2,
|
| 36 |
+
34,0.9984375,0.7996323529411765,128,context,dinov2,
|
| 37 |
+
35,0.9959375,0.8014705882352942,128,context,dinov2,
|
| 38 |
+
36,0.9953125,0.7996323529411765,128,context,dinov2,
|
| 39 |
+
37,0.9975,0.8088235294117647,128,context,dinov2,
|
| 40 |
+
38,0.99875,0.7904411764705882,128,context,dinov2,
|
| 41 |
+
39,0.999375,0.8143382352941176,128,context,dinov2,
|
| 42 |
+
40,0.99875,0.8088235294117647,128,context,dinov2,
|
| 43 |
+
41,0.9996875,0.8014705882352942,128,context,dinov2,
|
| 44 |
+
42,0.9971875,0.8014705882352942,128,context,dinov2,
|
| 45 |
+
43,0.9959375,0.7996323529411765,128,context,dinov2,
|
| 46 |
+
44,0.996875,0.8051470588235294,128,context,dinov2,
|
| 47 |
+
45,0.9975,0.7996323529411765,128,context,dinov2,
|
| 48 |
+
46,0.9959375,0.8069852941176471,128,context,dinov2,
|
| 49 |
+
47,0.9990625,0.8125,128,context,dinov2,
|
| 50 |
+
48,0.9984375,0.8198529411764706,128,context,dinov2,
|
| 51 |
+
49,0.9975,0.8198529411764706,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.82
|
results/version=context-model=dinov2-n=128-seed=8/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.64875,0.6875,128,context,dinov2,
|
| 3 |
+
1,0.819375,0.7113970588235294,128,context,dinov2,
|
| 4 |
+
2,0.8890625,0.7794117647058824,128,context,dinov2,
|
| 5 |
+
3,0.94625,0.7867647058823529,128,context,dinov2,
|
| 6 |
+
4,0.9675,0.7794117647058824,128,context,dinov2,
|
| 7 |
+
5,0.971875,0.7959558823529411,128,context,dinov2,
|
| 8 |
+
6,0.985,0.7922794117647058,128,context,dinov2,
|
| 9 |
+
7,0.9828125,0.8051470588235294,128,context,dinov2,
|
| 10 |
+
8,0.98875,0.8088235294117647,128,context,dinov2,
|
| 11 |
+
9,0.99125,0.78125,128,context,dinov2,
|
| 12 |
+
10,0.990625,0.7959558823529411,128,context,dinov2,
|
| 13 |
+
11,0.993125,0.7904411764705882,128,context,dinov2,
|
| 14 |
+
12,0.9884375,0.7849264705882353,128,context,dinov2,
|
| 15 |
+
13,0.9953125,0.7886029411764706,128,context,dinov2,
|
| 16 |
+
14,0.995625,0.7996323529411765,128,context,dinov2,
|
| 17 |
+
15,0.9953125,0.8014705882352942,128,context,dinov2,
|
| 18 |
+
16,0.9965625,0.7922794117647058,128,context,dinov2,
|
| 19 |
+
17,0.9984375,0.8088235294117647,128,context,dinov2,
|
| 20 |
+
18,0.9940625,0.7775735294117647,128,context,dinov2,
|
| 21 |
+
19,0.9953125,0.8033088235294118,128,context,dinov2,
|
| 22 |
+
20,0.995625,0.7830882352941176,128,context,dinov2,
|
| 23 |
+
21,0.998125,0.7996323529411765,128,context,dinov2,
|
| 24 |
+
22,0.996875,0.8106617647058824,128,context,dinov2,
|
| 25 |
+
23,0.9965625,0.8033088235294118,128,context,dinov2,
|
| 26 |
+
24,0.9978125,0.8125,128,context,dinov2,
|
| 27 |
+
25,0.9975,0.8069852941176471,128,context,dinov2,
|
| 28 |
+
26,0.9953125,0.7922794117647058,128,context,dinov2,
|
| 29 |
+
27,0.995625,0.7977941176470589,128,context,dinov2,
|
| 30 |
+
28,0.99875,0.7904411764705882,128,context,dinov2,
|
| 31 |
+
29,0.999375,0.8014705882352942,128,context,dinov2,
|
| 32 |
+
30,0.9996875,0.8051470588235294,128,context,dinov2,
|
| 33 |
+
31,0.9984375,0.8143382352941176,128,context,dinov2,
|
| 34 |
+
32,0.994375,0.8069852941176471,128,context,dinov2,
|
| 35 |
+
33,0.9975,0.8143382352941176,128,context,dinov2,
|
| 36 |
+
34,0.9996875,0.7996323529411765,128,context,dinov2,
|
| 37 |
+
35,0.9975,0.8143382352941176,128,context,dinov2,
|
| 38 |
+
36,0.9978125,0.7959558823529411,128,context,dinov2,
|
| 39 |
+
37,0.999375,0.8106617647058824,128,context,dinov2,
|
| 40 |
+
38,0.9996875,0.8014705882352942,128,context,dinov2,
|
| 41 |
+
39,0.99875,0.7977941176470589,128,context,dinov2,
|
| 42 |
+
40,0.9975,0.7904411764705882,128,context,dinov2,
|
| 43 |
+
41,0.9990625,0.7996323529411765,128,context,dinov2,
|
| 44 |
+
42,0.996875,0.8069852941176471,128,context,dinov2,
|
| 45 |
+
43,0.9978125,0.8088235294117647,128,context,dinov2,
|
| 46 |
+
44,0.9996875,0.8125,128,context,dinov2,
|
| 47 |
+
45,1.0,0.8143382352941176,128,context,dinov2,
|
| 48 |
+
46,0.998125,0.7977941176470589,128,context,dinov2,
|
| 49 |
+
47,0.999375,0.8014705882352942,128,context,dinov2,
|
| 50 |
+
48,0.99625,0.8125,128,context,dinov2,
|
| 51 |
+
49,0.99875,0.8143382352941176,128,context,dinov2,
|
| 52 |
+
50,,,128,context,dinov2,0.83
|
results/version=context-model=dinov2-n=16-seed=0/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.78625,0.55859375,16,context,dinov2,
|
| 3 |
+
1,0.9828125,0.57421875,16,context,dinov2,
|
| 4 |
+
2,0.9975,0.5625,16,context,dinov2,
|
| 5 |
+
3,0.9990625,0.5638020833333334,16,context,dinov2,
|
| 6 |
+
4,0.9984375,0.5625,16,context,dinov2,
|
| 7 |
+
5,1.0,0.5638020833333334,16,context,dinov2,
|
| 8 |
+
6,1.0,0.5690104166666666,16,context,dinov2,
|
| 9 |
+
7,1.0,0.5638020833333334,16,context,dinov2,
|
| 10 |
+
8,1.0,0.5729166666666666,16,context,dinov2,
|
| 11 |
+
9,1.0,0.5716145833333334,16,context,dinov2,
|
| 12 |
+
10,1.0,0.5729166666666666,16,context,dinov2,
|
| 13 |
+
11,1.0,0.5651041666666666,16,context,dinov2,
|
| 14 |
+
12,0.9971875,0.5833333333333334,16,context,dinov2,
|
| 15 |
+
13,1.0,0.5807291666666666,16,context,dinov2,
|
| 16 |
+
14,1.0,0.5625,16,context,dinov2,
|
| 17 |
+
15,1.0,0.5703125,16,context,dinov2,
|
| 18 |
+
16,1.0,0.56640625,16,context,dinov2,
|
| 19 |
+
17,1.0,0.5794270833333334,16,context,dinov2,
|
| 20 |
+
18,1.0,0.5768229166666666,16,context,dinov2,
|
| 21 |
+
19,1.0,0.57421875,16,context,dinov2,
|
| 22 |
+
20,1.0,0.5768229166666666,16,context,dinov2,
|
| 23 |
+
21,1.0,0.57421875,16,context,dinov2,
|
| 24 |
+
22,1.0,0.57421875,16,context,dinov2,
|
| 25 |
+
23,1.0,0.5807291666666666,16,context,dinov2,
|
| 26 |
+
24,1.0,0.5768229166666666,16,context,dinov2,
|
| 27 |
+
25,1.0,0.5755208333333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.5768229166666666,16,context,dinov2,
|
| 29 |
+
27,1.0,0.5768229166666666,16,context,dinov2,
|
| 30 |
+
28,1.0,0.5755208333333334,16,context,dinov2,
|
| 31 |
+
29,1.0,0.5794270833333334,16,context,dinov2,
|
| 32 |
+
30,1.0,0.578125,16,context,dinov2,
|
| 33 |
+
31,1.0,0.578125,16,context,dinov2,
|
| 34 |
+
32,1.0,0.5794270833333334,16,context,dinov2,
|
| 35 |
+
33,1.0,0.578125,16,context,dinov2,
|
| 36 |
+
34,1.0,0.5794270833333334,16,context,dinov2,
|
| 37 |
+
35,1.0,0.5755208333333334,16,context,dinov2,
|
| 38 |
+
36,1.0,0.5755208333333334,16,context,dinov2,
|
| 39 |
+
37,1.0,0.5755208333333334,16,context,dinov2,
|
| 40 |
+
38,1.0,0.5755208333333334,16,context,dinov2,
|
| 41 |
+
39,1.0,0.5794270833333334,16,context,dinov2,
|
| 42 |
+
40,1.0,0.5794270833333334,16,context,dinov2,
|
| 43 |
+
41,1.0,0.5794270833333334,16,context,dinov2,
|
| 44 |
+
42,1.0,0.5794270833333334,16,context,dinov2,
|
| 45 |
+
43,1.0,0.578125,16,context,dinov2,
|
| 46 |
+
44,1.0,0.5768229166666666,16,context,dinov2,
|
| 47 |
+
45,1.0,0.5755208333333334,16,context,dinov2,
|
| 48 |
+
46,1.0,0.5794270833333334,16,context,dinov2,
|
| 49 |
+
47,1.0,0.5716145833333334,16,context,dinov2,
|
| 50 |
+
48,0.9959375,0.5794270833333334,16,context,dinov2,
|
| 51 |
+
49,0.9996875,0.5846354166666666,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.53
|
results/version=context-model=dinov2-n=16-seed=1/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.79375,0.5989583333333334,16,context,dinov2,
|
| 3 |
+
1,0.9921875,0.5885416666666666,16,context,dinov2,
|
| 4 |
+
2,0.998125,0.58984375,16,context,dinov2,
|
| 5 |
+
3,0.9996875,0.5989583333333334,16,context,dinov2,
|
| 6 |
+
4,0.9996875,0.6119791666666666,16,context,dinov2,
|
| 7 |
+
5,0.9978125,0.6002604166666666,16,context,dinov2,
|
| 8 |
+
6,0.9996875,0.6041666666666666,16,context,dinov2,
|
| 9 |
+
7,0.9984375,0.59375,16,context,dinov2,
|
| 10 |
+
8,0.9996875,0.6067708333333334,16,context,dinov2,
|
| 11 |
+
9,1.0,0.6015625,16,context,dinov2,
|
| 12 |
+
10,1.0,0.59765625,16,context,dinov2,
|
| 13 |
+
11,1.0,0.6015625,16,context,dinov2,
|
| 14 |
+
12,1.0,0.6015625,16,context,dinov2,
|
| 15 |
+
13,1.0,0.5989583333333334,16,context,dinov2,
|
| 16 |
+
14,1.0,0.5911458333333334,16,context,dinov2,
|
| 17 |
+
15,1.0,0.5989583333333334,16,context,dinov2,
|
| 18 |
+
16,1.0,0.6002604166666666,16,context,dinov2,
|
| 19 |
+
17,1.0,0.6002604166666666,16,context,dinov2,
|
| 20 |
+
18,1.0,0.59375,16,context,dinov2,
|
| 21 |
+
19,1.0,0.60546875,16,context,dinov2,
|
| 22 |
+
20,1.0,0.6015625,16,context,dinov2,
|
| 23 |
+
21,1.0,0.5989583333333334,16,context,dinov2,
|
| 24 |
+
22,1.0,0.59765625,16,context,dinov2,
|
| 25 |
+
23,1.0,0.59375,16,context,dinov2,
|
| 26 |
+
24,1.0,0.5989583333333334,16,context,dinov2,
|
| 27 |
+
25,0.999375,0.6028645833333334,16,context,dinov2,
|
| 28 |
+
26,0.9971875,0.6067708333333334,16,context,dinov2,
|
| 29 |
+
27,1.0,0.6067708333333334,16,context,dinov2,
|
| 30 |
+
28,1.0,0.6002604166666666,16,context,dinov2,
|
| 31 |
+
29,0.9996875,0.6002604166666666,16,context,dinov2,
|
| 32 |
+
30,1.0,0.6015625,16,context,dinov2,
|
| 33 |
+
31,1.0,0.6197916666666666,16,context,dinov2,
|
| 34 |
+
32,1.0,0.609375,16,context,dinov2,
|
| 35 |
+
33,1.0,0.61328125,16,context,dinov2,
|
| 36 |
+
34,1.0,0.6236979166666666,16,context,dinov2,
|
| 37 |
+
35,1.0,0.6145833333333334,16,context,dinov2,
|
| 38 |
+
36,1.0,0.6028645833333334,16,context,dinov2,
|
| 39 |
+
37,1.0,0.60546875,16,context,dinov2,
|
| 40 |
+
38,1.0,0.62890625,16,context,dinov2,
|
| 41 |
+
39,1.0,0.6080729166666666,16,context,dinov2,
|
| 42 |
+
40,1.0,0.609375,16,context,dinov2,
|
| 43 |
+
41,1.0,0.6080729166666666,16,context,dinov2,
|
| 44 |
+
42,0.99625,0.59765625,16,context,dinov2,
|
| 45 |
+
43,1.0,0.58984375,16,context,dinov2,
|
| 46 |
+
44,1.0,0.5911458333333334,16,context,dinov2,
|
| 47 |
+
45,1.0,0.5885416666666666,16,context,dinov2,
|
| 48 |
+
46,1.0,0.5911458333333334,16,context,dinov2,
|
| 49 |
+
47,1.0,0.6106770833333334,16,context,dinov2,
|
| 50 |
+
48,1.0,0.6080729166666666,16,context,dinov2,
|
| 51 |
+
49,1.0,0.60546875,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.55
|
results/version=context-model=dinov2-n=16-seed=2/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.835,0.5559895833333334,16,context,dinov2,
|
| 3 |
+
1,0.9971875,0.5572916666666666,16,context,dinov2,
|
| 4 |
+
2,0.994375,0.5520833333333334,16,context,dinov2,
|
| 5 |
+
3,0.9990625,0.5598958333333334,16,context,dinov2,
|
| 6 |
+
4,1.0,0.55078125,16,context,dinov2,
|
| 7 |
+
5,1.0,0.5520833333333334,16,context,dinov2,
|
| 8 |
+
6,1.0,0.5481770833333334,16,context,dinov2,
|
| 9 |
+
7,1.0,0.5598958333333334,16,context,dinov2,
|
| 10 |
+
8,1.0,0.5625,16,context,dinov2,
|
| 11 |
+
9,1.0,0.55078125,16,context,dinov2,
|
| 12 |
+
10,1.0,0.5546875,16,context,dinov2,
|
| 13 |
+
11,1.0,0.56640625,16,context,dinov2,
|
| 14 |
+
12,1.0,0.5598958333333334,16,context,dinov2,
|
| 15 |
+
13,1.0,0.56640625,16,context,dinov2,
|
| 16 |
+
14,1.0,0.56640625,16,context,dinov2,
|
| 17 |
+
15,1.0,0.5611979166666666,16,context,dinov2,
|
| 18 |
+
16,0.9984375,0.6028645833333334,16,context,dinov2,
|
| 19 |
+
17,0.999375,0.5598958333333334,16,context,dinov2,
|
| 20 |
+
18,1.0,0.5546875,16,context,dinov2,
|
| 21 |
+
19,1.0,0.5651041666666666,16,context,dinov2,
|
| 22 |
+
20,1.0,0.5677083333333334,16,context,dinov2,
|
| 23 |
+
21,1.0,0.5703125,16,context,dinov2,
|
| 24 |
+
22,1.0,0.5729166666666666,16,context,dinov2,
|
| 25 |
+
23,1.0,0.5677083333333334,16,context,dinov2,
|
| 26 |
+
24,0.9996875,0.6080729166666666,16,context,dinov2,
|
| 27 |
+
25,1.0,0.5911458333333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.59375,16,context,dinov2,
|
| 29 |
+
27,1.0,0.59765625,16,context,dinov2,
|
| 30 |
+
28,0.9978125,0.5794270833333334,16,context,dinov2,
|
| 31 |
+
29,0.9996875,0.5846354166666666,16,context,dinov2,
|
| 32 |
+
30,1.0,0.5768229166666666,16,context,dinov2,
|
| 33 |
+
31,1.0,0.5833333333333334,16,context,dinov2,
|
| 34 |
+
32,1.0,0.5846354166666666,16,context,dinov2,
|
| 35 |
+
33,1.0,0.5807291666666666,16,context,dinov2,
|
| 36 |
+
34,1.0,0.5768229166666666,16,context,dinov2,
|
| 37 |
+
35,1.0,0.5807291666666666,16,context,dinov2,
|
| 38 |
+
36,0.9978125,0.5885416666666666,16,context,dinov2,
|
| 39 |
+
37,1.0,0.59765625,16,context,dinov2,
|
| 40 |
+
38,1.0,0.5989583333333334,16,context,dinov2,
|
| 41 |
+
39,1.0,0.5950520833333334,16,context,dinov2,
|
| 42 |
+
40,1.0,0.59375,16,context,dinov2,
|
| 43 |
+
41,1.0,0.5924479166666666,16,context,dinov2,
|
| 44 |
+
42,1.0,0.58984375,16,context,dinov2,
|
| 45 |
+
43,1.0,0.5924479166666666,16,context,dinov2,
|
| 46 |
+
44,1.0,0.5872395833333334,16,context,dinov2,
|
| 47 |
+
45,1.0,0.5872395833333334,16,context,dinov2,
|
| 48 |
+
46,1.0,0.5872395833333334,16,context,dinov2,
|
| 49 |
+
47,1.0,0.58984375,16,context,dinov2,
|
| 50 |
+
48,1.0,0.5859375,16,context,dinov2,
|
| 51 |
+
49,1.0,0.5885416666666666,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.54
|
results/version=context-model=dinov2-n=16-seed=3/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.8265625,0.59765625,16,context,dinov2,
|
| 3 |
+
1,0.9965625,0.5755208333333334,16,context,dinov2,
|
| 4 |
+
2,0.995625,0.5442708333333334,16,context,dinov2,
|
| 5 |
+
3,0.998125,0.6028645833333334,16,context,dinov2,
|
| 6 |
+
4,0.9996875,0.58203125,16,context,dinov2,
|
| 7 |
+
5,0.9996875,0.5794270833333334,16,context,dinov2,
|
| 8 |
+
6,0.9996875,0.578125,16,context,dinov2,
|
| 9 |
+
7,1.0,0.5768229166666666,16,context,dinov2,
|
| 10 |
+
8,0.9996875,0.5846354166666666,16,context,dinov2,
|
| 11 |
+
9,1.0,0.5911458333333334,16,context,dinov2,
|
| 12 |
+
10,1.0,0.5859375,16,context,dinov2,
|
| 13 |
+
11,1.0,0.5911458333333334,16,context,dinov2,
|
| 14 |
+
12,1.0,0.58984375,16,context,dinov2,
|
| 15 |
+
13,1.0,0.58984375,16,context,dinov2,
|
| 16 |
+
14,1.0,0.5924479166666666,16,context,dinov2,
|
| 17 |
+
15,1.0,0.59375,16,context,dinov2,
|
| 18 |
+
16,0.9971875,0.5872395833333334,16,context,dinov2,
|
| 19 |
+
17,1.0,0.5859375,16,context,dinov2,
|
| 20 |
+
18,1.0,0.57421875,16,context,dinov2,
|
| 21 |
+
19,1.0,0.5729166666666666,16,context,dinov2,
|
| 22 |
+
20,1.0,0.5703125,16,context,dinov2,
|
| 23 |
+
21,1.0,0.57421875,16,context,dinov2,
|
| 24 |
+
22,1.0,0.5859375,16,context,dinov2,
|
| 25 |
+
23,0.999375,0.5846354166666666,16,context,dinov2,
|
| 26 |
+
24,1.0,0.5559895833333334,16,context,dinov2,
|
| 27 |
+
25,1.0,0.5638020833333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.5690104166666666,16,context,dinov2,
|
| 29 |
+
27,1.0,0.57421875,16,context,dinov2,
|
| 30 |
+
28,1.0,0.5807291666666666,16,context,dinov2,
|
| 31 |
+
29,1.0,0.5859375,16,context,dinov2,
|
| 32 |
+
30,1.0,0.5911458333333334,16,context,dinov2,
|
| 33 |
+
31,1.0,0.58984375,16,context,dinov2,
|
| 34 |
+
32,1.0,0.5885416666666666,16,context,dinov2,
|
| 35 |
+
33,1.0,0.5885416666666666,16,context,dinov2,
|
| 36 |
+
34,1.0,0.58984375,16,context,dinov2,
|
| 37 |
+
35,1.0,0.5885416666666666,16,context,dinov2,
|
| 38 |
+
36,1.0,0.5924479166666666,16,context,dinov2,
|
| 39 |
+
37,1.0,0.59375,16,context,dinov2,
|
| 40 |
+
38,1.0,0.58984375,16,context,dinov2,
|
| 41 |
+
39,1.0,0.5963541666666666,16,context,dinov2,
|
| 42 |
+
40,1.0,0.5924479166666666,16,context,dinov2,
|
| 43 |
+
41,1.0,0.59375,16,context,dinov2,
|
| 44 |
+
42,1.0,0.5911458333333334,16,context,dinov2,
|
| 45 |
+
43,1.0,0.5872395833333334,16,context,dinov2,
|
| 46 |
+
44,1.0,0.5859375,16,context,dinov2,
|
| 47 |
+
45,0.99625,0.6028645833333334,16,context,dinov2,
|
| 48 |
+
46,0.9996875,0.5807291666666666,16,context,dinov2,
|
| 49 |
+
47,1.0,0.5794270833333334,16,context,dinov2,
|
| 50 |
+
48,1.0,0.5807291666666666,16,context,dinov2,
|
| 51 |
+
49,1.0,0.578125,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.52
|
results/version=context-model=dinov2-n=16-seed=4/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.804375,0.6145833333333334,16,context,dinov2,
|
| 3 |
+
1,0.9871875,0.5872395833333334,16,context,dinov2,
|
| 4 |
+
2,0.9996875,0.60546875,16,context,dinov2,
|
| 5 |
+
3,0.999375,0.5911458333333334,16,context,dinov2,
|
| 6 |
+
4,0.9990625,0.6015625,16,context,dinov2,
|
| 7 |
+
5,1.0,0.6028645833333334,16,context,dinov2,
|
| 8 |
+
6,1.0,0.6028645833333334,16,context,dinov2,
|
| 9 |
+
7,1.0,0.5924479166666666,16,context,dinov2,
|
| 10 |
+
8,1.0,0.5950520833333334,16,context,dinov2,
|
| 11 |
+
9,1.0,0.6015625,16,context,dinov2,
|
| 12 |
+
10,0.9996875,0.6015625,16,context,dinov2,
|
| 13 |
+
11,0.993125,0.6067708333333334,16,context,dinov2,
|
| 14 |
+
12,0.9996875,0.6080729166666666,16,context,dinov2,
|
| 15 |
+
13,0.9996875,0.6041666666666666,16,context,dinov2,
|
| 16 |
+
14,0.9996875,0.6080729166666666,16,context,dinov2,
|
| 17 |
+
15,1.0,0.6080729166666666,16,context,dinov2,
|
| 18 |
+
16,1.0,0.6080729166666666,16,context,dinov2,
|
| 19 |
+
17,1.0,0.6158854166666666,16,context,dinov2,
|
| 20 |
+
18,0.999375,0.6106770833333334,16,context,dinov2,
|
| 21 |
+
19,1.0,0.6002604166666666,16,context,dinov2,
|
| 22 |
+
20,0.9996875,0.6028645833333334,16,context,dinov2,
|
| 23 |
+
21,1.0,0.60546875,16,context,dinov2,
|
| 24 |
+
22,1.0,0.6119791666666666,16,context,dinov2,
|
| 25 |
+
23,1.0,0.6106770833333334,16,context,dinov2,
|
| 26 |
+
24,1.0,0.6067708333333334,16,context,dinov2,
|
| 27 |
+
25,1.0,0.6067708333333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.6080729166666666,16,context,dinov2,
|
| 29 |
+
27,1.0,0.60546875,16,context,dinov2,
|
| 30 |
+
28,1.0,0.6080729166666666,16,context,dinov2,
|
| 31 |
+
29,1.0,0.6015625,16,context,dinov2,
|
| 32 |
+
30,1.0,0.6002604166666666,16,context,dinov2,
|
| 33 |
+
31,1.0,0.60546875,16,context,dinov2,
|
| 34 |
+
32,0.99375,0.5846354166666666,16,context,dinov2,
|
| 35 |
+
33,0.9996875,0.609375,16,context,dinov2,
|
| 36 |
+
34,1.0,0.61328125,16,context,dinov2,
|
| 37 |
+
35,1.0,0.6080729166666666,16,context,dinov2,
|
| 38 |
+
36,0.999375,0.6015625,16,context,dinov2,
|
| 39 |
+
37,0.9996875,0.6067708333333334,16,context,dinov2,
|
| 40 |
+
38,1.0,0.6106770833333334,16,context,dinov2,
|
| 41 |
+
39,1.0,0.6145833333333334,16,context,dinov2,
|
| 42 |
+
40,1.0,0.6028645833333334,16,context,dinov2,
|
| 43 |
+
41,1.0,0.5911458333333334,16,context,dinov2,
|
| 44 |
+
42,1.0,0.6002604166666666,16,context,dinov2,
|
| 45 |
+
43,0.9996875,0.5963541666666666,16,context,dinov2,
|
| 46 |
+
44,1.0,0.6028645833333334,16,context,dinov2,
|
| 47 |
+
45,1.0,0.6041666666666666,16,context,dinov2,
|
| 48 |
+
46,1.0,0.6080729166666666,16,context,dinov2,
|
| 49 |
+
47,1.0,0.6041666666666666,16,context,dinov2,
|
| 50 |
+
48,1.0,0.6067708333333334,16,context,dinov2,
|
| 51 |
+
49,1.0,0.60546875,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.51
|
results/version=context-model=dinov2-n=16-seed=5/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
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|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.84375,0.5651041666666666,16,context,dinov2,
|
| 3 |
+
1,0.995625,0.5755208333333334,16,context,dinov2,
|
| 4 |
+
2,0.9978125,0.5598958333333334,16,context,dinov2,
|
| 5 |
+
3,1.0,0.5598958333333334,16,context,dinov2,
|
| 6 |
+
4,1.0,0.55859375,16,context,dinov2,
|
| 7 |
+
5,0.9975,0.5625,16,context,dinov2,
|
| 8 |
+
6,1.0,0.57421875,16,context,dinov2,
|
| 9 |
+
7,1.0,0.5716145833333334,16,context,dinov2,
|
| 10 |
+
8,1.0,0.578125,16,context,dinov2,
|
| 11 |
+
9,1.0,0.57421875,16,context,dinov2,
|
| 12 |
+
10,1.0,0.5846354166666666,16,context,dinov2,
|
| 13 |
+
11,1.0,0.5729166666666666,16,context,dinov2,
|
| 14 |
+
12,1.0,0.5611979166666666,16,context,dinov2,
|
| 15 |
+
13,1.0,0.5651041666666666,16,context,dinov2,
|
| 16 |
+
14,1.0,0.5703125,16,context,dinov2,
|
| 17 |
+
15,1.0,0.55859375,16,context,dinov2,
|
| 18 |
+
16,1.0,0.5716145833333334,16,context,dinov2,
|
| 19 |
+
17,1.0,0.5559895833333334,16,context,dinov2,
|
| 20 |
+
18,1.0,0.5638020833333334,16,context,dinov2,
|
| 21 |
+
19,1.0,0.5677083333333334,16,context,dinov2,
|
| 22 |
+
20,1.0,0.5794270833333334,16,context,dinov2,
|
| 23 |
+
21,1.0,0.5651041666666666,16,context,dinov2,
|
| 24 |
+
22,1.0,0.57421875,16,context,dinov2,
|
| 25 |
+
23,0.99375,0.56640625,16,context,dinov2,
|
| 26 |
+
24,1.0,0.5677083333333334,16,context,dinov2,
|
| 27 |
+
25,1.0,0.55859375,16,context,dinov2,
|
| 28 |
+
26,1.0,0.5611979166666666,16,context,dinov2,
|
| 29 |
+
27,1.0,0.56640625,16,context,dinov2,
|
| 30 |
+
28,1.0,0.5598958333333334,16,context,dinov2,
|
| 31 |
+
29,1.0,0.5651041666666666,16,context,dinov2,
|
| 32 |
+
30,1.0,0.5638020833333334,16,context,dinov2,
|
| 33 |
+
31,1.0,0.56640625,16,context,dinov2,
|
| 34 |
+
32,1.0,0.56640625,16,context,dinov2,
|
| 35 |
+
33,1.0,0.5677083333333334,16,context,dinov2,
|
| 36 |
+
34,1.0,0.5677083333333334,16,context,dinov2,
|
| 37 |
+
35,1.0,0.5651041666666666,16,context,dinov2,
|
| 38 |
+
36,1.0,0.5690104166666666,16,context,dinov2,
|
| 39 |
+
37,1.0,0.5677083333333334,16,context,dinov2,
|
| 40 |
+
38,1.0,0.5677083333333334,16,context,dinov2,
|
| 41 |
+
39,1.0,0.5690104166666666,16,context,dinov2,
|
| 42 |
+
40,1.0,0.5677083333333334,16,context,dinov2,
|
| 43 |
+
41,1.0,0.5690104166666666,16,context,dinov2,
|
| 44 |
+
42,1.0,0.5690104166666666,16,context,dinov2,
|
| 45 |
+
43,1.0,0.5690104166666666,16,context,dinov2,
|
| 46 |
+
44,1.0,0.5677083333333334,16,context,dinov2,
|
| 47 |
+
45,1.0,0.5690104166666666,16,context,dinov2,
|
| 48 |
+
46,1.0,0.5677083333333334,16,context,dinov2,
|
| 49 |
+
47,0.9996875,0.5755208333333334,16,context,dinov2,
|
| 50 |
+
48,0.9959375,0.6002604166666666,16,context,dinov2,
|
| 51 |
+
49,1.0,0.5963541666666666,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.6
|
results/version=context-model=dinov2-n=16-seed=6/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
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|
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|
|
|
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|
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|
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|
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|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.783125,0.6041666666666666,16,context,dinov2,
|
| 3 |
+
1,0.9915625,0.6028645833333334,16,context,dinov2,
|
| 4 |
+
2,0.999375,0.59765625,16,context,dinov2,
|
| 5 |
+
3,1.0,0.59765625,16,context,dinov2,
|
| 6 |
+
4,1.0,0.5989583333333334,16,context,dinov2,
|
| 7 |
+
5,0.9965625,0.59765625,16,context,dinov2,
|
| 8 |
+
6,0.9990625,0.5911458333333334,16,context,dinov2,
|
| 9 |
+
7,1.0,0.5924479166666666,16,context,dinov2,
|
| 10 |
+
8,1.0,0.5872395833333334,16,context,dinov2,
|
| 11 |
+
9,1.0,0.5859375,16,context,dinov2,
|
| 12 |
+
10,0.9996875,0.59375,16,context,dinov2,
|
| 13 |
+
11,1.0,0.5872395833333334,16,context,dinov2,
|
| 14 |
+
12,0.9978125,0.6184895833333334,16,context,dinov2,
|
| 15 |
+
13,1.0,0.5872395833333334,16,context,dinov2,
|
| 16 |
+
14,1.0,0.5924479166666666,16,context,dinov2,
|
| 17 |
+
15,1.0,0.5963541666666666,16,context,dinov2,
|
| 18 |
+
16,1.0,0.59375,16,context,dinov2,
|
| 19 |
+
17,1.0,0.5950520833333334,16,context,dinov2,
|
| 20 |
+
18,1.0,0.5950520833333334,16,context,dinov2,
|
| 21 |
+
19,1.0,0.6002604166666666,16,context,dinov2,
|
| 22 |
+
20,1.0,0.59375,16,context,dinov2,
|
| 23 |
+
21,1.0,0.5963541666666666,16,context,dinov2,
|
| 24 |
+
22,1.0,0.5989583333333334,16,context,dinov2,
|
| 25 |
+
23,1.0,0.5989583333333334,16,context,dinov2,
|
| 26 |
+
24,0.9996875,0.5807291666666666,16,context,dinov2,
|
| 27 |
+
25,1.0,0.6028645833333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.5989583333333334,16,context,dinov2,
|
| 29 |
+
27,1.0,0.5963541666666666,16,context,dinov2,
|
| 30 |
+
28,1.0,0.5989583333333334,16,context,dinov2,
|
| 31 |
+
29,1.0,0.6015625,16,context,dinov2,
|
| 32 |
+
30,1.0,0.5989583333333334,16,context,dinov2,
|
| 33 |
+
31,1.0,0.5963541666666666,16,context,dinov2,
|
| 34 |
+
32,1.0,0.5911458333333334,16,context,dinov2,
|
| 35 |
+
33,1.0,0.5963541666666666,16,context,dinov2,
|
| 36 |
+
34,1.0,0.5950520833333334,16,context,dinov2,
|
| 37 |
+
35,1.0,0.59375,16,context,dinov2,
|
| 38 |
+
36,1.0,0.5950520833333334,16,context,dinov2,
|
| 39 |
+
37,1.0,0.5924479166666666,16,context,dinov2,
|
| 40 |
+
38,1.0,0.58984375,16,context,dinov2,
|
| 41 |
+
39,1.0,0.5950520833333334,16,context,dinov2,
|
| 42 |
+
40,1.0,0.5924479166666666,16,context,dinov2,
|
| 43 |
+
41,1.0,0.6002604166666666,16,context,dinov2,
|
| 44 |
+
42,1.0,0.59375,16,context,dinov2,
|
| 45 |
+
43,1.0,0.5989583333333334,16,context,dinov2,
|
| 46 |
+
44,1.0,0.6002604166666666,16,context,dinov2,
|
| 47 |
+
45,1.0,0.5989583333333334,16,context,dinov2,
|
| 48 |
+
46,1.0,0.5950520833333334,16,context,dinov2,
|
| 49 |
+
47,1.0,0.59375,16,context,dinov2,
|
| 50 |
+
48,1.0,0.5950520833333334,16,context,dinov2,
|
| 51 |
+
49,1.0,0.5950520833333334,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.65
|
results/version=context-model=dinov2-n=16-seed=7/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.794375,0.6276041666666666,16,context,dinov2,
|
| 3 |
+
1,0.9921875,0.6015625,16,context,dinov2,
|
| 4 |
+
2,0.9946875,0.6197916666666666,16,context,dinov2,
|
| 5 |
+
3,0.998125,0.6197916666666666,16,context,dinov2,
|
| 6 |
+
4,0.99875,0.6041666666666666,16,context,dinov2,
|
| 7 |
+
5,1.0,0.61328125,16,context,dinov2,
|
| 8 |
+
6,0.998125,0.6223958333333334,16,context,dinov2,
|
| 9 |
+
7,1.0,0.6145833333333334,16,context,dinov2,
|
| 10 |
+
8,0.9996875,0.6106770833333334,16,context,dinov2,
|
| 11 |
+
9,1.0,0.6158854166666666,16,context,dinov2,
|
| 12 |
+
10,1.0,0.61328125,16,context,dinov2,
|
| 13 |
+
11,0.9996875,0.6197916666666666,16,context,dinov2,
|
| 14 |
+
12,1.0,0.6197916666666666,16,context,dinov2,
|
| 15 |
+
13,0.999375,0.6028645833333334,16,context,dinov2,
|
| 16 |
+
14,0.999375,0.6119791666666666,16,context,dinov2,
|
| 17 |
+
15,0.9940625,0.5924479166666666,16,context,dinov2,
|
| 18 |
+
16,0.9990625,0.5989583333333334,16,context,dinov2,
|
| 19 |
+
17,0.99875,0.6106770833333334,16,context,dinov2,
|
| 20 |
+
18,1.0,0.6158854166666666,16,context,dinov2,
|
| 21 |
+
19,1.0,0.609375,16,context,dinov2,
|
| 22 |
+
20,1.0,0.609375,16,context,dinov2,
|
| 23 |
+
21,1.0,0.609375,16,context,dinov2,
|
| 24 |
+
22,1.0,0.6158854166666666,16,context,dinov2,
|
| 25 |
+
23,1.0,0.6145833333333334,16,context,dinov2,
|
| 26 |
+
24,1.0,0.61328125,16,context,dinov2,
|
| 27 |
+
25,1.0,0.6145833333333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.6145833333333334,16,context,dinov2,
|
| 29 |
+
27,1.0,0.6145833333333334,16,context,dinov2,
|
| 30 |
+
28,1.0,0.60546875,16,context,dinov2,
|
| 31 |
+
29,1.0,0.609375,16,context,dinov2,
|
| 32 |
+
30,1.0,0.6067708333333334,16,context,dinov2,
|
| 33 |
+
31,0.9990625,0.6236979166666666,16,context,dinov2,
|
| 34 |
+
32,0.9996875,0.5989583333333334,16,context,dinov2,
|
| 35 |
+
33,0.9996875,0.6106770833333334,16,context,dinov2,
|
| 36 |
+
34,1.0,0.58984375,16,context,dinov2,
|
| 37 |
+
35,0.994375,0.5911458333333334,16,context,dinov2,
|
| 38 |
+
36,0.9990625,0.6197916666666666,16,context,dinov2,
|
| 39 |
+
37,1.0,0.6302083333333334,16,context,dinov2,
|
| 40 |
+
38,1.0,0.62109375,16,context,dinov2,
|
| 41 |
+
39,0.999375,0.62109375,16,context,dinov2,
|
| 42 |
+
40,1.0,0.6276041666666666,16,context,dinov2,
|
| 43 |
+
41,1.0,0.6276041666666666,16,context,dinov2,
|
| 44 |
+
42,1.0,0.6263020833333334,16,context,dinov2,
|
| 45 |
+
43,1.0,0.6341145833333334,16,context,dinov2,
|
| 46 |
+
44,1.0,0.63671875,16,context,dinov2,
|
| 47 |
+
45,1.0,0.6354166666666666,16,context,dinov2,
|
| 48 |
+
46,1.0,0.6380208333333334,16,context,dinov2,
|
| 49 |
+
47,1.0,0.63671875,16,context,dinov2,
|
| 50 |
+
48,1.0,0.640625,16,context,dinov2,
|
| 51 |
+
49,1.0,0.63671875,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.62
|
results/version=context-model=dinov2-n=16-seed=8/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.8221875,0.5885416666666666,16,context,dinov2,
|
| 3 |
+
1,0.9959375,0.5950520833333334,16,context,dinov2,
|
| 4 |
+
2,0.9984375,0.625,16,context,dinov2,
|
| 5 |
+
3,0.9996875,0.6276041666666666,16,context,dinov2,
|
| 6 |
+
4,0.999375,0.609375,16,context,dinov2,
|
| 7 |
+
5,1.0,0.6015625,16,context,dinov2,
|
| 8 |
+
6,1.0,0.6158854166666666,16,context,dinov2,
|
| 9 |
+
7,1.0,0.6276041666666666,16,context,dinov2,
|
| 10 |
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8,1.0,0.6145833333333334,16,context,dinov2,
|
| 11 |
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9,1.0,0.6145833333333334,16,context,dinov2,
|
| 12 |
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10,1.0,0.6302083333333334,16,context,dinov2,
|
| 13 |
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11,1.0,0.6171875,16,context,dinov2,
|
| 14 |
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12,1.0,0.6223958333333334,16,context,dinov2,
|
| 15 |
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13,1.0,0.6158854166666666,16,context,dinov2,
|
| 16 |
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14,1.0,0.62109375,16,context,dinov2,
|
| 17 |
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15,1.0,0.6145833333333334,16,context,dinov2,
|
| 18 |
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16,1.0,0.6197916666666666,16,context,dinov2,
|
| 19 |
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17,1.0,0.61328125,16,context,dinov2,
|
| 20 |
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18,1.0,0.6341145833333334,16,context,dinov2,
|
| 21 |
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19,1.0,0.6302083333333334,16,context,dinov2,
|
| 22 |
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20,0.99,0.6119791666666666,16,context,dinov2,
|
| 23 |
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21,0.999375,0.6302083333333334,16,context,dinov2,
|
| 24 |
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22,1.0,0.6276041666666666,16,context,dinov2,
|
| 25 |
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23,1.0,0.6276041666666666,16,context,dinov2,
|
| 26 |
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24,1.0,0.6302083333333334,16,context,dinov2,
|
| 27 |
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25,1.0,0.6302083333333334,16,context,dinov2,
|
| 28 |
+
26,1.0,0.62890625,16,context,dinov2,
|
| 29 |
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27,1.0,0.625,16,context,dinov2,
|
| 30 |
+
28,1.0,0.62890625,16,context,dinov2,
|
| 31 |
+
29,1.0,0.625,16,context,dinov2,
|
| 32 |
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30,1.0,0.6263020833333334,16,context,dinov2,
|
| 33 |
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31,1.0,0.62890625,16,context,dinov2,
|
| 34 |
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32,1.0,0.63671875,16,context,dinov2,
|
| 35 |
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33,1.0,0.6328125,16,context,dinov2,
|
| 36 |
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34,1.0,0.6393229166666666,16,context,dinov2,
|
| 37 |
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35,1.0,0.6393229166666666,16,context,dinov2,
|
| 38 |
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36,1.0,0.63671875,16,context,dinov2,
|
| 39 |
+
37,1.0,0.6380208333333334,16,context,dinov2,
|
| 40 |
+
38,1.0,0.63671875,16,context,dinov2,
|
| 41 |
+
39,1.0,0.63671875,16,context,dinov2,
|
| 42 |
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40,1.0,0.6341145833333334,16,context,dinov2,
|
| 43 |
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41,1.0,0.6354166666666666,16,context,dinov2,
|
| 44 |
+
42,1.0,0.6315104166666666,16,context,dinov2,
|
| 45 |
+
43,1.0,0.63671875,16,context,dinov2,
|
| 46 |
+
44,1.0,0.6341145833333334,16,context,dinov2,
|
| 47 |
+
45,1.0,0.6354166666666666,16,context,dinov2,
|
| 48 |
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46,1.0,0.6354166666666666,16,context,dinov2,
|
| 49 |
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47,1.0,0.6341145833333334,16,context,dinov2,
|
| 50 |
+
48,1.0,0.6354166666666666,16,context,dinov2,
|
| 51 |
+
49,1.0,0.6341145833333334,16,context,dinov2,
|
| 52 |
+
50,,,16,context,dinov2,0.63
|
results/version=context-model=dinov2-n=2-seed=0/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
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|
|
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|
|
|
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|
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|
|
|
|
|
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|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.9253125,0.5125628140703518,2,context,dinov2,
|
| 3 |
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1,1.0,0.5201005025125628,2,context,dinov2,
|
| 4 |
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2,1.0,0.5201005025125628,2,context,dinov2,
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| 5 |
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3,1.0,0.5226130653266332,2,context,dinov2,
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| 6 |
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4,1.0,0.5188442211055276,2,context,dinov2,
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| 7 |
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5,1.0,0.5238693467336684,2,context,dinov2,
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| 8 |
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6,1.0,0.5226130653266332,2,context,dinov2,
|
| 9 |
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7,1.0,0.5238693467336684,2,context,dinov2,
|
| 10 |
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8,1.0,0.5238693467336684,2,context,dinov2,
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| 11 |
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9,1.0,0.5251256281407035,2,context,dinov2,
|
| 12 |
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10,1.0,0.5238693467336684,2,context,dinov2,
|
| 13 |
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11,1.0,0.5238693467336684,2,context,dinov2,
|
| 14 |
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12,1.0,0.5238693467336684,2,context,dinov2,
|
| 15 |
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13,1.0,0.5238693467336684,2,context,dinov2,
|
| 16 |
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14,1.0,0.5238693467336684,2,context,dinov2,
|
| 17 |
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15,1.0,0.5263819095477387,2,context,dinov2,
|
| 18 |
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16,1.0,0.5251256281407035,2,context,dinov2,
|
| 19 |
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17,1.0,0.5251256281407035,2,context,dinov2,
|
| 20 |
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18,1.0,0.5251256281407035,2,context,dinov2,
|
| 21 |
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19,1.0,0.5213567839195979,2,context,dinov2,
|
| 22 |
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20,1.0,0.5213567839195979,2,context,dinov2,
|
| 23 |
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21,1.0,0.5213567839195979,2,context,dinov2,
|
| 24 |
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22,1.0,0.5188442211055276,2,context,dinov2,
|
| 25 |
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23,1.0,0.5188442211055276,2,context,dinov2,
|
| 26 |
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24,1.0,0.5175879396984925,2,context,dinov2,
|
| 27 |
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25,1.0,0.5175879396984925,2,context,dinov2,
|
| 28 |
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26,1.0,0.5175879396984925,2,context,dinov2,
|
| 29 |
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27,1.0,0.5175879396984925,2,context,dinov2,
|
| 30 |
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28,1.0,0.5175879396984925,2,context,dinov2,
|
| 31 |
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29,1.0,0.5175879396984925,2,context,dinov2,
|
| 32 |
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30,1.0,0.5175879396984925,2,context,dinov2,
|
| 33 |
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31,1.0,0.5150753768844221,2,context,dinov2,
|
| 34 |
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32,1.0,0.5163316582914573,2,context,dinov2,
|
| 35 |
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33,1.0,0.5163316582914573,2,context,dinov2,
|
| 36 |
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34,1.0,0.5163316582914573,2,context,dinov2,
|
| 37 |
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35,1.0,0.5263819095477387,2,context,dinov2,
|
| 38 |
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36,1.0,0.5263819095477387,2,context,dinov2,
|
| 39 |
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37,1.0,0.5238693467336684,2,context,dinov2,
|
| 40 |
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38,1.0,0.5238693467336684,2,context,dinov2,
|
| 41 |
+
39,1.0,0.5213567839195979,2,context,dinov2,
|
| 42 |
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40,1.0,0.5213567839195979,2,context,dinov2,
|
| 43 |
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41,1.0,0.5226130653266332,2,context,dinov2,
|
| 44 |
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42,1.0,0.5213567839195979,2,context,dinov2,
|
| 45 |
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43,1.0,0.5201005025125628,2,context,dinov2,
|
| 46 |
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44,1.0,0.5226130653266332,2,context,dinov2,
|
| 47 |
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45,1.0,0.5238693467336684,2,context,dinov2,
|
| 48 |
+
46,1.0,0.5238693467336684,2,context,dinov2,
|
| 49 |
+
47,1.0,0.5226130653266332,2,context,dinov2,
|
| 50 |
+
48,1.0,0.5238693467336684,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5238693467336684,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.51
|
results/version=context-model=dinov2-n=2-seed=1/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.96625,0.5100502512562815,2,context,dinov2,
|
| 3 |
+
1,1.0,0.5062814070351759,2,context,dinov2,
|
| 4 |
+
2,1.0,0.5012562814070352,2,context,dinov2,
|
| 5 |
+
3,1.0,0.5,2,context,dinov2,
|
| 6 |
+
4,1.0,0.49874371859296485,2,context,dinov2,
|
| 7 |
+
5,1.0,0.5062814070351759,2,context,dinov2,
|
| 8 |
+
6,1.0,0.5050251256281407,2,context,dinov2,
|
| 9 |
+
7,1.0,0.5050251256281407,2,context,dinov2,
|
| 10 |
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8,1.0,0.49874371859296485,2,context,dinov2,
|
| 11 |
+
9,1.0,0.5,2,context,dinov2,
|
| 12 |
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10,1.0,0.5012562814070352,2,context,dinov2,
|
| 13 |
+
11,1.0,0.5012562814070352,2,context,dinov2,
|
| 14 |
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12,1.0,0.5012562814070352,2,context,dinov2,
|
| 15 |
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13,1.0,0.5012562814070352,2,context,dinov2,
|
| 16 |
+
14,1.0,0.49874371859296485,2,context,dinov2,
|
| 17 |
+
15,1.0,0.5037688442211056,2,context,dinov2,
|
| 18 |
+
16,1.0,0.5012562814070352,2,context,dinov2,
|
| 19 |
+
17,1.0,0.5,2,context,dinov2,
|
| 20 |
+
18,1.0,0.5,2,context,dinov2,
|
| 21 |
+
19,1.0,0.49874371859296485,2,context,dinov2,
|
| 22 |
+
20,1.0,0.49874371859296485,2,context,dinov2,
|
| 23 |
+
21,1.0,0.49874371859296485,2,context,dinov2,
|
| 24 |
+
22,1.0,0.49874371859296485,2,context,dinov2,
|
| 25 |
+
23,1.0,0.49874371859296485,2,context,dinov2,
|
| 26 |
+
24,1.0,0.49874371859296485,2,context,dinov2,
|
| 27 |
+
25,1.0,0.49748743718592964,2,context,dinov2,
|
| 28 |
+
26,1.0,0.49748743718592964,2,context,dinov2,
|
| 29 |
+
27,1.0,0.49748743718592964,2,context,dinov2,
|
| 30 |
+
28,1.0,0.49748743718592964,2,context,dinov2,
|
| 31 |
+
29,1.0,0.49748743718592964,2,context,dinov2,
|
| 32 |
+
30,1.0,0.49748743718592964,2,context,dinov2,
|
| 33 |
+
31,1.0,0.49748743718592964,2,context,dinov2,
|
| 34 |
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32,1.0,0.49748743718592964,2,context,dinov2,
|
| 35 |
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33,1.0,0.49748743718592964,2,context,dinov2,
|
| 36 |
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34,1.0,0.49748743718592964,2,context,dinov2,
|
| 37 |
+
35,1.0,0.49748743718592964,2,context,dinov2,
|
| 38 |
+
36,1.0,0.49874371859296485,2,context,dinov2,
|
| 39 |
+
37,1.0,0.49874371859296485,2,context,dinov2,
|
| 40 |
+
38,1.0,0.49748743718592964,2,context,dinov2,
|
| 41 |
+
39,1.0,0.49874371859296485,2,context,dinov2,
|
| 42 |
+
40,1.0,0.49874371859296485,2,context,dinov2,
|
| 43 |
+
41,1.0,0.49874371859296485,2,context,dinov2,
|
| 44 |
+
42,1.0,0.49874371859296485,2,context,dinov2,
|
| 45 |
+
43,1.0,0.49748743718592964,2,context,dinov2,
|
| 46 |
+
44,1.0,0.49874371859296485,2,context,dinov2,
|
| 47 |
+
45,1.0,0.49748743718592964,2,context,dinov2,
|
| 48 |
+
46,1.0,0.49748743718592964,2,context,dinov2,
|
| 49 |
+
47,1.0,0.4962311557788945,2,context,dinov2,
|
| 50 |
+
48,1.0,0.4962311557788945,2,context,dinov2,
|
| 51 |
+
49,1.0,0.49874371859296485,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.54
|
results/version=context-model=dinov2-n=2-seed=2/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
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|
|
|
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|
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|
|
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|
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|
|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.94375,0.5175879396984925,2,context,dinov2,
|
| 3 |
+
1,1.0,0.5138190954773869,2,context,dinov2,
|
| 4 |
+
2,1.0,0.5050251256281407,2,context,dinov2,
|
| 5 |
+
3,1.0,0.5087939698492462,2,context,dinov2,
|
| 6 |
+
4,1.0,0.5050251256281407,2,context,dinov2,
|
| 7 |
+
5,1.0,0.5025125628140703,2,context,dinov2,
|
| 8 |
+
6,1.0,0.5050251256281407,2,context,dinov2,
|
| 9 |
+
7,1.0,0.5062814070351759,2,context,dinov2,
|
| 10 |
+
8,1.0,0.49748743718592964,2,context,dinov2,
|
| 11 |
+
9,1.0,0.5,2,context,dinov2,
|
| 12 |
+
10,1.0,0.5,2,context,dinov2,
|
| 13 |
+
11,1.0,0.4949748743718593,2,context,dinov2,
|
| 14 |
+
12,1.0,0.49120603015075376,2,context,dinov2,
|
| 15 |
+
13,1.0,0.4949748743718593,2,context,dinov2,
|
| 16 |
+
14,1.0,0.4949748743718593,2,context,dinov2,
|
| 17 |
+
15,1.0,0.4962311557788945,2,context,dinov2,
|
| 18 |
+
16,1.0,0.4949748743718593,2,context,dinov2,
|
| 19 |
+
17,1.0,0.49748743718592964,2,context,dinov2,
|
| 20 |
+
18,1.0,0.5012562814070352,2,context,dinov2,
|
| 21 |
+
19,1.0,0.5012562814070352,2,context,dinov2,
|
| 22 |
+
20,1.0,0.5050251256281407,2,context,dinov2,
|
| 23 |
+
21,1.0,0.5012562814070352,2,context,dinov2,
|
| 24 |
+
22,1.0,0.5012562814070352,2,context,dinov2,
|
| 25 |
+
23,1.0,0.49748743718592964,2,context,dinov2,
|
| 26 |
+
24,1.0,0.5,2,context,dinov2,
|
| 27 |
+
25,1.0,0.5025125628140703,2,context,dinov2,
|
| 28 |
+
26,1.0,0.5012562814070352,2,context,dinov2,
|
| 29 |
+
27,1.0,0.5012562814070352,2,context,dinov2,
|
| 30 |
+
28,1.0,0.5,2,context,dinov2,
|
| 31 |
+
29,1.0,0.5,2,context,dinov2,
|
| 32 |
+
30,1.0,0.5,2,context,dinov2,
|
| 33 |
+
31,1.0,0.5025125628140703,2,context,dinov2,
|
| 34 |
+
32,1.0,0.5012562814070352,2,context,dinov2,
|
| 35 |
+
33,1.0,0.5025125628140703,2,context,dinov2,
|
| 36 |
+
34,1.0,0.5037688442211056,2,context,dinov2,
|
| 37 |
+
35,1.0,0.49874371859296485,2,context,dinov2,
|
| 38 |
+
36,1.0,0.5037688442211056,2,context,dinov2,
|
| 39 |
+
37,1.0,0.49874371859296485,2,context,dinov2,
|
| 40 |
+
38,1.0,0.5025125628140703,2,context,dinov2,
|
| 41 |
+
39,1.0,0.5037688442211056,2,context,dinov2,
|
| 42 |
+
40,1.0,0.5037688442211056,2,context,dinov2,
|
| 43 |
+
41,1.0,0.5025125628140703,2,context,dinov2,
|
| 44 |
+
42,1.0,0.49874371859296485,2,context,dinov2,
|
| 45 |
+
43,1.0,0.5012562814070352,2,context,dinov2,
|
| 46 |
+
44,1.0,0.5025125628140703,2,context,dinov2,
|
| 47 |
+
45,1.0,0.5012562814070352,2,context,dinov2,
|
| 48 |
+
46,1.0,0.5012562814070352,2,context,dinov2,
|
| 49 |
+
47,1.0,0.5012562814070352,2,context,dinov2,
|
| 50 |
+
48,1.0,0.5012562814070352,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5012562814070352,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.46
|
results/version=context-model=dinov2-n=2-seed=3/data.csv
ADDED
|
@@ -0,0 +1,52 @@
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|
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|
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|
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|
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|
|
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|
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|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.9575,0.5301507537688442,2,context,dinov2,
|
| 3 |
+
1,1.0,0.535175879396985,2,context,dinov2,
|
| 4 |
+
2,1.0,0.5389447236180904,2,context,dinov2,
|
| 5 |
+
3,1.0,0.5339195979899497,2,context,dinov2,
|
| 6 |
+
4,1.0,0.5376884422110553,2,context,dinov2,
|
| 7 |
+
5,1.0,0.535175879396985,2,context,dinov2,
|
| 8 |
+
6,1.0,0.5339195979899497,2,context,dinov2,
|
| 9 |
+
7,1.0,0.5364321608040201,2,context,dinov2,
|
| 10 |
+
8,1.0,0.5402010050251256,2,context,dinov2,
|
| 11 |
+
9,1.0,0.5376884422110553,2,context,dinov2,
|
| 12 |
+
10,1.0,0.5414572864321608,2,context,dinov2,
|
| 13 |
+
11,1.0,0.5389447236180904,2,context,dinov2,
|
| 14 |
+
12,1.0,0.5376884422110553,2,context,dinov2,
|
| 15 |
+
13,1.0,0.5376884422110553,2,context,dinov2,
|
| 16 |
+
14,1.0,0.535175879396985,2,context,dinov2,
|
| 17 |
+
15,1.0,0.5376884422110553,2,context,dinov2,
|
| 18 |
+
16,1.0,0.5376884422110553,2,context,dinov2,
|
| 19 |
+
17,1.0,0.5339195979899497,2,context,dinov2,
|
| 20 |
+
18,1.0,0.535175879396985,2,context,dinov2,
|
| 21 |
+
19,1.0,0.535175879396985,2,context,dinov2,
|
| 22 |
+
20,1.0,0.535175879396985,2,context,dinov2,
|
| 23 |
+
21,1.0,0.5339195979899497,2,context,dinov2,
|
| 24 |
+
22,1.0,0.5326633165829145,2,context,dinov2,
|
| 25 |
+
23,1.0,0.5339195979899497,2,context,dinov2,
|
| 26 |
+
24,1.0,0.5326633165829145,2,context,dinov2,
|
| 27 |
+
25,1.0,0.5301507537688442,2,context,dinov2,
|
| 28 |
+
26,1.0,0.5314070351758794,2,context,dinov2,
|
| 29 |
+
27,1.0,0.5314070351758794,2,context,dinov2,
|
| 30 |
+
28,1.0,0.5326633165829145,2,context,dinov2,
|
| 31 |
+
29,1.0,0.5276381909547738,2,context,dinov2,
|
| 32 |
+
30,1.0,0.5238693467336684,2,context,dinov2,
|
| 33 |
+
31,1.0,0.5288944723618091,2,context,dinov2,
|
| 34 |
+
32,1.0,0.5314070351758794,2,context,dinov2,
|
| 35 |
+
33,1.0,0.5301507537688442,2,context,dinov2,
|
| 36 |
+
34,1.0,0.5263819095477387,2,context,dinov2,
|
| 37 |
+
35,1.0,0.5263819095477387,2,context,dinov2,
|
| 38 |
+
36,1.0,0.5276381909547738,2,context,dinov2,
|
| 39 |
+
37,1.0,0.5251256281407035,2,context,dinov2,
|
| 40 |
+
38,1.0,0.5276381909547738,2,context,dinov2,
|
| 41 |
+
39,1.0,0.5251256281407035,2,context,dinov2,
|
| 42 |
+
40,1.0,0.5238693467336684,2,context,dinov2,
|
| 43 |
+
41,1.0,0.5238693467336684,2,context,dinov2,
|
| 44 |
+
42,1.0,0.5263819095477387,2,context,dinov2,
|
| 45 |
+
43,1.0,0.5263819095477387,2,context,dinov2,
|
| 46 |
+
44,1.0,0.5238693467336684,2,context,dinov2,
|
| 47 |
+
45,1.0,0.5263819095477387,2,context,dinov2,
|
| 48 |
+
46,1.0,0.5238693467336684,2,context,dinov2,
|
| 49 |
+
47,1.0,0.5251256281407035,2,context,dinov2,
|
| 50 |
+
48,1.0,0.5251256281407035,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5251256281407035,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.5
|
results/version=context-model=dinov2-n=2-seed=4/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
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|
|
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|
|
|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.963125,0.5376884422110553,2,context,dinov2,
|
| 3 |
+
1,1.0,0.5376884422110553,2,context,dinov2,
|
| 4 |
+
2,1.0,0.5339195979899497,2,context,dinov2,
|
| 5 |
+
3,1.0,0.5326633165829145,2,context,dinov2,
|
| 6 |
+
4,1.0,0.5339195979899497,2,context,dinov2,
|
| 7 |
+
5,1.0,0.5276381909547738,2,context,dinov2,
|
| 8 |
+
6,1.0,0.5326633165829145,2,context,dinov2,
|
| 9 |
+
7,1.0,0.535175879396985,2,context,dinov2,
|
| 10 |
+
8,1.0,0.535175879396985,2,context,dinov2,
|
| 11 |
+
9,1.0,0.5339195979899497,2,context,dinov2,
|
| 12 |
+
10,1.0,0.5339195979899497,2,context,dinov2,
|
| 13 |
+
11,1.0,0.5339195979899497,2,context,dinov2,
|
| 14 |
+
12,1.0,0.5301507537688442,2,context,dinov2,
|
| 15 |
+
13,1.0,0.5288944723618091,2,context,dinov2,
|
| 16 |
+
14,1.0,0.5288944723618091,2,context,dinov2,
|
| 17 |
+
15,1.0,0.5288944723618091,2,context,dinov2,
|
| 18 |
+
16,1.0,0.5288944723618091,2,context,dinov2,
|
| 19 |
+
17,1.0,0.5251256281407035,2,context,dinov2,
|
| 20 |
+
18,1.0,0.5238693467336684,2,context,dinov2,
|
| 21 |
+
19,1.0,0.5238693467336684,2,context,dinov2,
|
| 22 |
+
20,1.0,0.5226130653266332,2,context,dinov2,
|
| 23 |
+
21,1.0,0.5213567839195979,2,context,dinov2,
|
| 24 |
+
22,1.0,0.5226130653266332,2,context,dinov2,
|
| 25 |
+
23,1.0,0.5213567839195979,2,context,dinov2,
|
| 26 |
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24,1.0,0.5213567839195979,2,context,dinov2,
|
| 27 |
+
25,1.0,0.5213567839195979,2,context,dinov2,
|
| 28 |
+
26,1.0,0.5201005025125628,2,context,dinov2,
|
| 29 |
+
27,1.0,0.5201005025125628,2,context,dinov2,
|
| 30 |
+
28,1.0,0.5226130653266332,2,context,dinov2,
|
| 31 |
+
29,1.0,0.5226130653266332,2,context,dinov2,
|
| 32 |
+
30,1.0,0.5188442211055276,2,context,dinov2,
|
| 33 |
+
31,1.0,0.5188442211055276,2,context,dinov2,
|
| 34 |
+
32,1.0,0.5201005025125628,2,context,dinov2,
|
| 35 |
+
33,1.0,0.5201005025125628,2,context,dinov2,
|
| 36 |
+
34,1.0,0.5201005025125628,2,context,dinov2,
|
| 37 |
+
35,1.0,0.5188442211055276,2,context,dinov2,
|
| 38 |
+
36,1.0,0.5213567839195979,2,context,dinov2,
|
| 39 |
+
37,1.0,0.5150753768844221,2,context,dinov2,
|
| 40 |
+
38,1.0,0.5163316582914573,2,context,dinov2,
|
| 41 |
+
39,1.0,0.5175879396984925,2,context,dinov2,
|
| 42 |
+
40,1.0,0.5175879396984925,2,context,dinov2,
|
| 43 |
+
41,1.0,0.5175879396984925,2,context,dinov2,
|
| 44 |
+
42,1.0,0.5163316582914573,2,context,dinov2,
|
| 45 |
+
43,1.0,0.5175879396984925,2,context,dinov2,
|
| 46 |
+
44,1.0,0.5150753768844221,2,context,dinov2,
|
| 47 |
+
45,1.0,0.5138190954773869,2,context,dinov2,
|
| 48 |
+
46,1.0,0.5138190954773869,2,context,dinov2,
|
| 49 |
+
47,1.0,0.5150753768844221,2,context,dinov2,
|
| 50 |
+
48,1.0,0.5150753768844221,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5138190954773869,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.48
|
results/version=context-model=dinov2-n=2-seed=5/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
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|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.9553125,0.5138190954773869,2,context,dinov2,
|
| 3 |
+
1,1.0,0.5175879396984925,2,context,dinov2,
|
| 4 |
+
2,1.0,0.5163316582914573,2,context,dinov2,
|
| 5 |
+
3,1.0,0.5163316582914573,2,context,dinov2,
|
| 6 |
+
4,1.0,0.5100502512562815,2,context,dinov2,
|
| 7 |
+
5,1.0,0.5125628140703518,2,context,dinov2,
|
| 8 |
+
6,1.0,0.5125628140703518,2,context,dinov2,
|
| 9 |
+
7,1.0,0.5113065326633166,2,context,dinov2,
|
| 10 |
+
8,1.0,0.5138190954773869,2,context,dinov2,
|
| 11 |
+
9,1.0,0.5125628140703518,2,context,dinov2,
|
| 12 |
+
10,1.0,0.5125628140703518,2,context,dinov2,
|
| 13 |
+
11,1.0,0.5138190954773869,2,context,dinov2,
|
| 14 |
+
12,1.0,0.5125628140703518,2,context,dinov2,
|
| 15 |
+
13,1.0,0.5113065326633166,2,context,dinov2,
|
| 16 |
+
14,1.0,0.5125628140703518,2,context,dinov2,
|
| 17 |
+
15,1.0,0.5138190954773869,2,context,dinov2,
|
| 18 |
+
16,1.0,0.5125628140703518,2,context,dinov2,
|
| 19 |
+
17,1.0,0.5138190954773869,2,context,dinov2,
|
| 20 |
+
18,1.0,0.5125628140703518,2,context,dinov2,
|
| 21 |
+
19,1.0,0.5138190954773869,2,context,dinov2,
|
| 22 |
+
20,1.0,0.5113065326633166,2,context,dinov2,
|
| 23 |
+
21,1.0,0.5125628140703518,2,context,dinov2,
|
| 24 |
+
22,1.0,0.5125628140703518,2,context,dinov2,
|
| 25 |
+
23,1.0,0.5138190954773869,2,context,dinov2,
|
| 26 |
+
24,1.0,0.5125628140703518,2,context,dinov2,
|
| 27 |
+
25,1.0,0.5150753768844221,2,context,dinov2,
|
| 28 |
+
26,1.0,0.5113065326633166,2,context,dinov2,
|
| 29 |
+
27,1.0,0.5113065326633166,2,context,dinov2,
|
| 30 |
+
28,1.0,0.5113065326633166,2,context,dinov2,
|
| 31 |
+
29,1.0,0.5100502512562815,2,context,dinov2,
|
| 32 |
+
30,1.0,0.5125628140703518,2,context,dinov2,
|
| 33 |
+
31,1.0,0.5138190954773869,2,context,dinov2,
|
| 34 |
+
32,1.0,0.5138190954773869,2,context,dinov2,
|
| 35 |
+
33,1.0,0.5138190954773869,2,context,dinov2,
|
| 36 |
+
34,1.0,0.5138190954773869,2,context,dinov2,
|
| 37 |
+
35,1.0,0.5138190954773869,2,context,dinov2,
|
| 38 |
+
36,1.0,0.5138190954773869,2,context,dinov2,
|
| 39 |
+
37,1.0,0.5138190954773869,2,context,dinov2,
|
| 40 |
+
38,1.0,0.5138190954773869,2,context,dinov2,
|
| 41 |
+
39,1.0,0.5138190954773869,2,context,dinov2,
|
| 42 |
+
40,1.0,0.5138190954773869,2,context,dinov2,
|
| 43 |
+
41,1.0,0.5125628140703518,2,context,dinov2,
|
| 44 |
+
42,1.0,0.5125628140703518,2,context,dinov2,
|
| 45 |
+
43,1.0,0.5125628140703518,2,context,dinov2,
|
| 46 |
+
44,1.0,0.5125628140703518,2,context,dinov2,
|
| 47 |
+
45,1.0,0.5125628140703518,2,context,dinov2,
|
| 48 |
+
46,1.0,0.5125628140703518,2,context,dinov2,
|
| 49 |
+
47,1.0,0.5125628140703518,2,context,dinov2,
|
| 50 |
+
48,1.0,0.5125628140703518,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5113065326633166,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.52
|
results/version=context-model=dinov2-n=2-seed=6/data.csv
ADDED
|
@@ -0,0 +1,52 @@
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.923125,0.5276381909547738,2,context,dinov2,
|
| 3 |
+
1,0.9996875,0.4949748743718593,2,context,dinov2,
|
| 4 |
+
2,1.0,0.49246231155778897,2,context,dinov2,
|
| 5 |
+
3,1.0,0.49120603015075376,2,context,dinov2,
|
| 6 |
+
4,1.0,0.49120603015075376,2,context,dinov2,
|
| 7 |
+
5,1.0,0.48743718592964824,2,context,dinov2,
|
| 8 |
+
6,1.0,0.4886934673366834,2,context,dinov2,
|
| 9 |
+
7,1.0,0.48743718592964824,2,context,dinov2,
|
| 10 |
+
8,1.0,0.4836683417085427,2,context,dinov2,
|
| 11 |
+
9,1.0,0.48115577889447236,2,context,dinov2,
|
| 12 |
+
10,1.0,0.4824120603015075,2,context,dinov2,
|
| 13 |
+
11,1.0,0.4824120603015075,2,context,dinov2,
|
| 14 |
+
12,1.0,0.48115577889447236,2,context,dinov2,
|
| 15 |
+
13,1.0,0.4824120603015075,2,context,dinov2,
|
| 16 |
+
14,1.0,0.4824120603015075,2,context,dinov2,
|
| 17 |
+
15,1.0,0.4824120603015075,2,context,dinov2,
|
| 18 |
+
16,1.0,0.4824120603015075,2,context,dinov2,
|
| 19 |
+
17,1.0,0.4836683417085427,2,context,dinov2,
|
| 20 |
+
18,1.0,0.4798994974874372,2,context,dinov2,
|
| 21 |
+
19,1.0,0.4824120603015075,2,context,dinov2,
|
| 22 |
+
20,1.0,0.4836683417085427,2,context,dinov2,
|
| 23 |
+
21,1.0,0.478643216080402,2,context,dinov2,
|
| 24 |
+
22,1.0,0.48115577889447236,2,context,dinov2,
|
| 25 |
+
23,1.0,0.4798994974874372,2,context,dinov2,
|
| 26 |
+
24,1.0,0.478643216080402,2,context,dinov2,
|
| 27 |
+
25,1.0,0.478643216080402,2,context,dinov2,
|
| 28 |
+
26,1.0,0.4824120603015075,2,context,dinov2,
|
| 29 |
+
27,1.0,0.4836683417085427,2,context,dinov2,
|
| 30 |
+
28,1.0,0.4836683417085427,2,context,dinov2,
|
| 31 |
+
29,1.0,0.478643216080402,2,context,dinov2,
|
| 32 |
+
30,1.0,0.4798994974874372,2,context,dinov2,
|
| 33 |
+
31,1.0,0.4798994974874372,2,context,dinov2,
|
| 34 |
+
32,1.0,0.4836683417085427,2,context,dinov2,
|
| 35 |
+
33,1.0,0.4824120603015075,2,context,dinov2,
|
| 36 |
+
34,1.0,0.48115577889447236,2,context,dinov2,
|
| 37 |
+
35,1.0,0.4836683417085427,2,context,dinov2,
|
| 38 |
+
36,1.0,0.4824120603015075,2,context,dinov2,
|
| 39 |
+
37,1.0,0.4836683417085427,2,context,dinov2,
|
| 40 |
+
38,1.0,0.4824120603015075,2,context,dinov2,
|
| 41 |
+
39,1.0,0.4836683417085427,2,context,dinov2,
|
| 42 |
+
40,1.0,0.48115577889447236,2,context,dinov2,
|
| 43 |
+
41,1.0,0.4849246231155779,2,context,dinov2,
|
| 44 |
+
42,1.0,0.4836683417085427,2,context,dinov2,
|
| 45 |
+
43,1.0,0.4836683417085427,2,context,dinov2,
|
| 46 |
+
44,1.0,0.4824120603015075,2,context,dinov2,
|
| 47 |
+
45,1.0,0.4861809045226131,2,context,dinov2,
|
| 48 |
+
46,1.0,0.4861809045226131,2,context,dinov2,
|
| 49 |
+
47,1.0,0.4861809045226131,2,context,dinov2,
|
| 50 |
+
48,1.0,0.4861809045226131,2,context,dinov2,
|
| 51 |
+
49,1.0,0.4849246231155779,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.41
|
results/version=context-model=dinov2-n=2-seed=7/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
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|
|
|
|
|
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|
|
|
|
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|
|
|
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|
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|
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.968125,0.5012562814070352,2,context,dinov2,
|
| 3 |
+
1,1.0,0.4962311557788945,2,context,dinov2,
|
| 4 |
+
2,1.0,0.48743718592964824,2,context,dinov2,
|
| 5 |
+
3,1.0,0.49874371859296485,2,context,dinov2,
|
| 6 |
+
4,1.0,0.49748743718592964,2,context,dinov2,
|
| 7 |
+
5,1.0,0.4949748743718593,2,context,dinov2,
|
| 8 |
+
6,1.0,0.49748743718592964,2,context,dinov2,
|
| 9 |
+
7,1.0,0.4899497487437186,2,context,dinov2,
|
| 10 |
+
8,1.0,0.4899497487437186,2,context,dinov2,
|
| 11 |
+
9,1.0,0.49120603015075376,2,context,dinov2,
|
| 12 |
+
10,1.0,0.48743718592964824,2,context,dinov2,
|
| 13 |
+
11,1.0,0.4899497487437186,2,context,dinov2,
|
| 14 |
+
12,1.0,0.49246231155778897,2,context,dinov2,
|
| 15 |
+
13,1.0,0.49120603015075376,2,context,dinov2,
|
| 16 |
+
14,1.0,0.49246231155778897,2,context,dinov2,
|
| 17 |
+
15,1.0,0.4962311557788945,2,context,dinov2,
|
| 18 |
+
16,1.0,0.49748743718592964,2,context,dinov2,
|
| 19 |
+
17,1.0,0.49246231155778897,2,context,dinov2,
|
| 20 |
+
18,1.0,0.49246231155778897,2,context,dinov2,
|
| 21 |
+
19,1.0,0.49246231155778897,2,context,dinov2,
|
| 22 |
+
20,1.0,0.4937185929648241,2,context,dinov2,
|
| 23 |
+
21,1.0,0.5062814070351759,2,context,dinov2,
|
| 24 |
+
22,1.0,0.5025125628140703,2,context,dinov2,
|
| 25 |
+
23,1.0,0.4962311557788945,2,context,dinov2,
|
| 26 |
+
24,1.0,0.4949748743718593,2,context,dinov2,
|
| 27 |
+
25,1.0,0.4937185929648241,2,context,dinov2,
|
| 28 |
+
26,1.0,0.4937185929648241,2,context,dinov2,
|
| 29 |
+
27,1.0,0.5012562814070352,2,context,dinov2,
|
| 30 |
+
28,1.0,0.4962311557788945,2,context,dinov2,
|
| 31 |
+
29,1.0,0.4949748743718593,2,context,dinov2,
|
| 32 |
+
30,1.0,0.4937185929648241,2,context,dinov2,
|
| 33 |
+
31,1.0,0.49246231155778897,2,context,dinov2,
|
| 34 |
+
32,1.0,0.49246231155778897,2,context,dinov2,
|
| 35 |
+
33,1.0,0.49748743718592964,2,context,dinov2,
|
| 36 |
+
34,1.0,0.5,2,context,dinov2,
|
| 37 |
+
35,1.0,0.4962311557788945,2,context,dinov2,
|
| 38 |
+
36,1.0,0.4949748743718593,2,context,dinov2,
|
| 39 |
+
37,1.0,0.4962311557788945,2,context,dinov2,
|
| 40 |
+
38,1.0,0.4962311557788945,2,context,dinov2,
|
| 41 |
+
39,1.0,0.4962311557788945,2,context,dinov2,
|
| 42 |
+
40,1.0,0.49748743718592964,2,context,dinov2,
|
| 43 |
+
41,1.0,0.4962311557788945,2,context,dinov2,
|
| 44 |
+
42,1.0,0.49874371859296485,2,context,dinov2,
|
| 45 |
+
43,1.0,0.49874371859296485,2,context,dinov2,
|
| 46 |
+
44,1.0,0.49748743718592964,2,context,dinov2,
|
| 47 |
+
45,1.0,0.49748743718592964,2,context,dinov2,
|
| 48 |
+
46,1.0,0.4962311557788945,2,context,dinov2,
|
| 49 |
+
47,1.0,0.4962311557788945,2,context,dinov2,
|
| 50 |
+
48,1.0,0.49874371859296485,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5012562814070352,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.62
|
results/version=context-model=dinov2-n=2-seed=8/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.9728125,0.5050251256281407,2,context,dinov2,
|
| 3 |
+
1,1.0,0.5050251256281407,2,context,dinov2,
|
| 4 |
+
2,1.0,0.5100502512562815,2,context,dinov2,
|
| 5 |
+
3,1.0,0.507537688442211,2,context,dinov2,
|
| 6 |
+
4,1.0,0.5100502512562815,2,context,dinov2,
|
| 7 |
+
5,1.0,0.5087939698492462,2,context,dinov2,
|
| 8 |
+
6,1.0,0.5113065326633166,2,context,dinov2,
|
| 9 |
+
7,1.0,0.5150753768844221,2,context,dinov2,
|
| 10 |
+
8,1.0,0.5100502512562815,2,context,dinov2,
|
| 11 |
+
9,1.0,0.5138190954773869,2,context,dinov2,
|
| 12 |
+
10,1.0,0.5125628140703518,2,context,dinov2,
|
| 13 |
+
11,1.0,0.5113065326633166,2,context,dinov2,
|
| 14 |
+
12,1.0,0.5125628140703518,2,context,dinov2,
|
| 15 |
+
13,1.0,0.5125628140703518,2,context,dinov2,
|
| 16 |
+
14,1.0,0.5138190954773869,2,context,dinov2,
|
| 17 |
+
15,1.0,0.5125628140703518,2,context,dinov2,
|
| 18 |
+
16,1.0,0.5138190954773869,2,context,dinov2,
|
| 19 |
+
17,1.0,0.5138190954773869,2,context,dinov2,
|
| 20 |
+
18,1.0,0.5138190954773869,2,context,dinov2,
|
| 21 |
+
19,1.0,0.5150753768844221,2,context,dinov2,
|
| 22 |
+
20,1.0,0.5138190954773869,2,context,dinov2,
|
| 23 |
+
21,1.0,0.5138190954773869,2,context,dinov2,
|
| 24 |
+
22,1.0,0.5113065326633166,2,context,dinov2,
|
| 25 |
+
23,1.0,0.5113065326633166,2,context,dinov2,
|
| 26 |
+
24,1.0,0.5138190954773869,2,context,dinov2,
|
| 27 |
+
25,1.0,0.5138190954773869,2,context,dinov2,
|
| 28 |
+
26,1.0,0.5138190954773869,2,context,dinov2,
|
| 29 |
+
27,1.0,0.5138190954773869,2,context,dinov2,
|
| 30 |
+
28,1.0,0.5138190954773869,2,context,dinov2,
|
| 31 |
+
29,1.0,0.5125628140703518,2,context,dinov2,
|
| 32 |
+
30,1.0,0.5125628140703518,2,context,dinov2,
|
| 33 |
+
31,1.0,0.5125628140703518,2,context,dinov2,
|
| 34 |
+
32,1.0,0.5150753768844221,2,context,dinov2,
|
| 35 |
+
33,1.0,0.5150753768844221,2,context,dinov2,
|
| 36 |
+
34,1.0,0.5138190954773869,2,context,dinov2,
|
| 37 |
+
35,1.0,0.5150753768844221,2,context,dinov2,
|
| 38 |
+
36,1.0,0.5138190954773869,2,context,dinov2,
|
| 39 |
+
37,1.0,0.5138190954773869,2,context,dinov2,
|
| 40 |
+
38,1.0,0.5113065326633166,2,context,dinov2,
|
| 41 |
+
39,1.0,0.5125628140703518,2,context,dinov2,
|
| 42 |
+
40,1.0,0.5113065326633166,2,context,dinov2,
|
| 43 |
+
41,1.0,0.5100502512562815,2,context,dinov2,
|
| 44 |
+
42,1.0,0.5100502512562815,2,context,dinov2,
|
| 45 |
+
43,1.0,0.5100502512562815,2,context,dinov2,
|
| 46 |
+
44,1.0,0.5125628140703518,2,context,dinov2,
|
| 47 |
+
45,1.0,0.5113065326633166,2,context,dinov2,
|
| 48 |
+
46,1.0,0.5113065326633166,2,context,dinov2,
|
| 49 |
+
47,1.0,0.5113065326633166,2,context,dinov2,
|
| 50 |
+
48,1.0,0.5113065326633166,2,context,dinov2,
|
| 51 |
+
49,1.0,0.5100502512562815,2,context,dinov2,
|
| 52 |
+
50,,,2,context,dinov2,0.51
|
results/version=context-model=dinov2-n=256-seed=0/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
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|
|
|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6140625,0.65625,256,context,dinov2,
|
| 3 |
+
1,0.7571875,0.7118055555555556,256,context,dinov2,
|
| 4 |
+
2,0.8353125,0.7430555555555556,256,context,dinov2,
|
| 5 |
+
3,0.885625,0.7777777777777778,256,context,dinov2,
|
| 6 |
+
4,0.9190625,0.8125,256,context,dinov2,
|
| 7 |
+
5,0.938125,0.7986111111111112,256,context,dinov2,
|
| 8 |
+
6,0.9446875,0.8159722222222222,256,context,dinov2,
|
| 9 |
+
7,0.9625,0.8020833333333334,256,context,dinov2,
|
| 10 |
+
8,0.964375,0.8506944444444444,256,context,dinov2,
|
| 11 |
+
9,0.976875,0.8229166666666666,256,context,dinov2,
|
| 12 |
+
10,0.974375,0.8229166666666666,256,context,dinov2,
|
| 13 |
+
11,0.9821875,0.8229166666666666,256,context,dinov2,
|
| 14 |
+
12,0.98,0.8263888888888888,256,context,dinov2,
|
| 15 |
+
13,0.9840625,0.8263888888888888,256,context,dinov2,
|
| 16 |
+
14,0.9796875,0.8368055555555556,256,context,dinov2,
|
| 17 |
+
15,0.9853125,0.8506944444444444,256,context,dinov2,
|
| 18 |
+
16,0.9896875,0.8263888888888888,256,context,dinov2,
|
| 19 |
+
17,0.9871875,0.8159722222222222,256,context,dinov2,
|
| 20 |
+
18,0.9903125,0.8229166666666666,256,context,dinov2,
|
| 21 |
+
19,0.9928125,0.7986111111111112,256,context,dinov2,
|
| 22 |
+
20,0.9934375,0.8298611111111112,256,context,dinov2,
|
| 23 |
+
21,0.98625,0.8229166666666666,256,context,dinov2,
|
| 24 |
+
22,0.9934375,0.8263888888888888,256,context,dinov2,
|
| 25 |
+
23,0.9934375,0.8229166666666666,256,context,dinov2,
|
| 26 |
+
24,0.98875,0.8090277777777778,256,context,dinov2,
|
| 27 |
+
25,0.9909375,0.8229166666666666,256,context,dinov2,
|
| 28 |
+
26,0.9940625,0.8020833333333334,256,context,dinov2,
|
| 29 |
+
27,0.995,0.8333333333333334,256,context,dinov2,
|
| 30 |
+
28,0.995625,0.8194444444444444,256,context,dinov2,
|
| 31 |
+
29,0.9965625,0.7951388888888888,256,context,dinov2,
|
| 32 |
+
30,0.995625,0.8229166666666666,256,context,dinov2,
|
| 33 |
+
31,0.998125,0.8263888888888888,256,context,dinov2,
|
| 34 |
+
32,0.993125,0.8055555555555556,256,context,dinov2,
|
| 35 |
+
33,0.99375,0.7951388888888888,256,context,dinov2,
|
| 36 |
+
34,0.99375,0.8159722222222222,256,context,dinov2,
|
| 37 |
+
35,0.9959375,0.8159722222222222,256,context,dinov2,
|
| 38 |
+
36,0.9975,0.8159722222222222,256,context,dinov2,
|
| 39 |
+
37,0.9934375,0.8194444444444444,256,context,dinov2,
|
| 40 |
+
38,0.99375,0.8368055555555556,256,context,dinov2,
|
| 41 |
+
39,0.9971875,0.8368055555555556,256,context,dinov2,
|
| 42 |
+
40,0.9965625,0.8333333333333334,256,context,dinov2,
|
| 43 |
+
41,0.996875,0.8090277777777778,256,context,dinov2,
|
| 44 |
+
42,0.999375,0.8194444444444444,256,context,dinov2,
|
| 45 |
+
43,0.9975,0.7673611111111112,256,context,dinov2,
|
| 46 |
+
44,0.99625,0.8194444444444444,256,context,dinov2,
|
| 47 |
+
45,0.999375,0.8229166666666666,256,context,dinov2,
|
| 48 |
+
46,0.9984375,0.8194444444444444,256,context,dinov2,
|
| 49 |
+
47,0.996875,0.8229166666666666,256,context,dinov2,
|
| 50 |
+
48,0.9965625,0.8090277777777778,256,context,dinov2,
|
| 51 |
+
49,0.994375,0.8159722222222222,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.8
|
results/version=context-model=dinov2-n=256-seed=1/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.600625,0.6909722222222222,256,context,dinov2,
|
| 3 |
+
1,0.733125,0.7326388888888888,256,context,dinov2,
|
| 4 |
+
2,0.806875,0.8090277777777778,256,context,dinov2,
|
| 5 |
+
3,0.8465625,0.8263888888888888,256,context,dinov2,
|
| 6 |
+
4,0.89125,0.8333333333333334,256,context,dinov2,
|
| 7 |
+
5,0.9153125,0.8541666666666666,256,context,dinov2,
|
| 8 |
+
6,0.9328125,0.8576388888888888,256,context,dinov2,
|
| 9 |
+
7,0.9403125,0.8576388888888888,256,context,dinov2,
|
| 10 |
+
8,0.9571875,0.875,256,context,dinov2,
|
| 11 |
+
9,0.9640625,0.8645833333333334,256,context,dinov2,
|
| 12 |
+
10,0.9728125,0.8645833333333334,256,context,dinov2,
|
| 13 |
+
11,0.9753125,0.8680555555555556,256,context,dinov2,
|
| 14 |
+
12,0.971875,0.8819444444444444,256,context,dinov2,
|
| 15 |
+
13,0.970625,0.8819444444444444,256,context,dinov2,
|
| 16 |
+
14,0.983125,0.8993055555555556,256,context,dinov2,
|
| 17 |
+
15,0.9825,0.8784722222222222,256,context,dinov2,
|
| 18 |
+
16,0.9834375,0.8576388888888888,256,context,dinov2,
|
| 19 |
+
17,0.984375,0.8715277777777778,256,context,dinov2,
|
| 20 |
+
18,0.9878125,0.8715277777777778,256,context,dinov2,
|
| 21 |
+
19,0.985625,0.8715277777777778,256,context,dinov2,
|
| 22 |
+
20,0.988125,0.9027777777777778,256,context,dinov2,
|
| 23 |
+
21,0.989375,0.8958333333333334,256,context,dinov2,
|
| 24 |
+
22,0.991875,0.8784722222222222,256,context,dinov2,
|
| 25 |
+
23,0.9884375,0.875,256,context,dinov2,
|
| 26 |
+
24,0.991875,0.8993055555555556,256,context,dinov2,
|
| 27 |
+
25,0.9909375,0.8819444444444444,256,context,dinov2,
|
| 28 |
+
26,0.9921875,0.8923611111111112,256,context,dinov2,
|
| 29 |
+
27,0.995,0.8784722222222222,256,context,dinov2,
|
| 30 |
+
28,0.9928125,0.8888888888888888,256,context,dinov2,
|
| 31 |
+
29,0.99125,0.8715277777777778,256,context,dinov2,
|
| 32 |
+
30,0.9921875,0.8958333333333334,256,context,dinov2,
|
| 33 |
+
31,0.9934375,0.8854166666666666,256,context,dinov2,
|
| 34 |
+
32,0.995,0.8854166666666666,256,context,dinov2,
|
| 35 |
+
33,0.995,0.8680555555555556,256,context,dinov2,
|
| 36 |
+
34,0.9928125,0.8993055555555556,256,context,dinov2,
|
| 37 |
+
35,0.9925,0.8993055555555556,256,context,dinov2,
|
| 38 |
+
36,0.994375,0.8923611111111112,256,context,dinov2,
|
| 39 |
+
37,0.99625,0.875,256,context,dinov2,
|
| 40 |
+
38,0.99625,0.8923611111111112,256,context,dinov2,
|
| 41 |
+
39,0.990625,0.8993055555555556,256,context,dinov2,
|
| 42 |
+
40,0.99375,0.8958333333333334,256,context,dinov2,
|
| 43 |
+
41,0.99625,0.8923611111111112,256,context,dinov2,
|
| 44 |
+
42,0.9928125,0.8958333333333334,256,context,dinov2,
|
| 45 |
+
43,0.995,0.8888888888888888,256,context,dinov2,
|
| 46 |
+
44,0.996875,0.8888888888888888,256,context,dinov2,
|
| 47 |
+
45,0.9946875,0.8923611111111112,256,context,dinov2,
|
| 48 |
+
46,0.995625,0.8888888888888888,256,context,dinov2,
|
| 49 |
+
47,0.99625,0.8854166666666666,256,context,dinov2,
|
| 50 |
+
48,0.995625,0.8854166666666666,256,context,dinov2,
|
| 51 |
+
49,0.9965625,0.8784722222222222,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.84
|
results/version=context-model=dinov2-n=256-seed=2/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.5971875,0.6770833333333334,256,context,dinov2,
|
| 3 |
+
1,0.7365625,0.7604166666666666,256,context,dinov2,
|
| 4 |
+
2,0.7953125,0.7847222222222222,256,context,dinov2,
|
| 5 |
+
3,0.865625,0.8159722222222222,256,context,dinov2,
|
| 6 |
+
4,0.9071875,0.8506944444444444,256,context,dinov2,
|
| 7 |
+
5,0.930625,0.8506944444444444,256,context,dinov2,
|
| 8 |
+
6,0.9478125,0.8368055555555556,256,context,dinov2,
|
| 9 |
+
7,0.9596875,0.8645833333333334,256,context,dinov2,
|
| 10 |
+
8,0.961875,0.8333333333333334,256,context,dinov2,
|
| 11 |
+
9,0.9640625,0.8576388888888888,256,context,dinov2,
|
| 12 |
+
10,0.97625,0.8611111111111112,256,context,dinov2,
|
| 13 |
+
11,0.965625,0.8680555555555556,256,context,dinov2,
|
| 14 |
+
12,0.98,0.8472222222222222,256,context,dinov2,
|
| 15 |
+
13,0.9821875,0.8819444444444444,256,context,dinov2,
|
| 16 |
+
14,0.9853125,0.8888888888888888,256,context,dinov2,
|
| 17 |
+
15,0.9859375,0.8784722222222222,256,context,dinov2,
|
| 18 |
+
16,0.98875,0.8645833333333334,256,context,dinov2,
|
| 19 |
+
17,0.9884375,0.8715277777777778,256,context,dinov2,
|
| 20 |
+
18,0.9875,0.8506944444444444,256,context,dinov2,
|
| 21 |
+
19,0.9884375,0.8576388888888888,256,context,dinov2,
|
| 22 |
+
20,0.989375,0.8819444444444444,256,context,dinov2,
|
| 23 |
+
21,0.991875,0.8541666666666666,256,context,dinov2,
|
| 24 |
+
22,0.99375,0.8611111111111112,256,context,dinov2,
|
| 25 |
+
23,0.9909375,0.84375,256,context,dinov2,
|
| 26 |
+
24,0.991875,0.8784722222222222,256,context,dinov2,
|
| 27 |
+
25,0.9925,0.84375,256,context,dinov2,
|
| 28 |
+
26,0.9953125,0.8472222222222222,256,context,dinov2,
|
| 29 |
+
27,0.99375,0.8402777777777778,256,context,dinov2,
|
| 30 |
+
28,0.99,0.8506944444444444,256,context,dinov2,
|
| 31 |
+
29,0.993125,0.8576388888888888,256,context,dinov2,
|
| 32 |
+
30,0.9946875,0.8645833333333334,256,context,dinov2,
|
| 33 |
+
31,0.9940625,0.8472222222222222,256,context,dinov2,
|
| 34 |
+
32,0.99625,0.8611111111111112,256,context,dinov2,
|
| 35 |
+
33,0.9946875,0.8715277777777778,256,context,dinov2,
|
| 36 |
+
34,0.995,0.8541666666666666,256,context,dinov2,
|
| 37 |
+
35,0.9975,0.8506944444444444,256,context,dinov2,
|
| 38 |
+
36,0.9965625,0.8541666666666666,256,context,dinov2,
|
| 39 |
+
37,0.9928125,0.875,256,context,dinov2,
|
| 40 |
+
38,0.994375,0.8472222222222222,256,context,dinov2,
|
| 41 |
+
39,0.9934375,0.8576388888888888,256,context,dinov2,
|
| 42 |
+
40,0.9959375,0.8784722222222222,256,context,dinov2,
|
| 43 |
+
41,0.9965625,0.8576388888888888,256,context,dinov2,
|
| 44 |
+
42,0.9965625,0.8645833333333334,256,context,dinov2,
|
| 45 |
+
43,0.996875,0.8541666666666666,256,context,dinov2,
|
| 46 |
+
44,0.9978125,0.8715277777777778,256,context,dinov2,
|
| 47 |
+
45,0.998125,0.8576388888888888,256,context,dinov2,
|
| 48 |
+
46,0.995625,0.8645833333333334,256,context,dinov2,
|
| 49 |
+
47,0.99375,0.8576388888888888,256,context,dinov2,
|
| 50 |
+
48,0.995625,0.8645833333333334,256,context,dinov2,
|
| 51 |
+
49,0.9965625,0.8506944444444444,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.76
|
results/version=context-model=dinov2-n=256-seed=3/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.57375,0.6388888888888888,256,context,dinov2,
|
| 3 |
+
1,0.72125,0.7604166666666666,256,context,dinov2,
|
| 4 |
+
2,0.801875,0.8020833333333334,256,context,dinov2,
|
| 5 |
+
3,0.8534375,0.8263888888888888,256,context,dinov2,
|
| 6 |
+
4,0.8925,0.8159722222222222,256,context,dinov2,
|
| 7 |
+
5,0.9253125,0.8472222222222222,256,context,dinov2,
|
| 8 |
+
6,0.9359375,0.8715277777777778,256,context,dinov2,
|
| 9 |
+
7,0.9471875,0.8854166666666666,256,context,dinov2,
|
| 10 |
+
8,0.9578125,0.8854166666666666,256,context,dinov2,
|
| 11 |
+
9,0.960625,0.8819444444444444,256,context,dinov2,
|
| 12 |
+
10,0.9575,0.875,256,context,dinov2,
|
| 13 |
+
11,0.9784375,0.8819444444444444,256,context,dinov2,
|
| 14 |
+
12,0.9771875,0.8923611111111112,256,context,dinov2,
|
| 15 |
+
13,0.98125,0.8854166666666666,256,context,dinov2,
|
| 16 |
+
14,0.98,0.8784722222222222,256,context,dinov2,
|
| 17 |
+
15,0.98625,0.8819444444444444,256,context,dinov2,
|
| 18 |
+
16,0.981875,0.8854166666666666,256,context,dinov2,
|
| 19 |
+
17,0.9828125,0.8819444444444444,256,context,dinov2,
|
| 20 |
+
18,0.9865625,0.8888888888888888,256,context,dinov2,
|
| 21 |
+
19,0.985,0.8645833333333334,256,context,dinov2,
|
| 22 |
+
20,0.9846875,0.8888888888888888,256,context,dinov2,
|
| 23 |
+
21,0.989375,0.8923611111111112,256,context,dinov2,
|
| 24 |
+
22,0.9846875,0.8576388888888888,256,context,dinov2,
|
| 25 |
+
23,0.9896875,0.8923611111111112,256,context,dinov2,
|
| 26 |
+
24,0.994375,0.8923611111111112,256,context,dinov2,
|
| 27 |
+
25,0.9934375,0.8819444444444444,256,context,dinov2,
|
| 28 |
+
26,0.99375,0.8854166666666666,256,context,dinov2,
|
| 29 |
+
27,0.9953125,0.8888888888888888,256,context,dinov2,
|
| 30 |
+
28,0.99,0.8819444444444444,256,context,dinov2,
|
| 31 |
+
29,0.9946875,0.8819444444444444,256,context,dinov2,
|
| 32 |
+
30,0.9934375,0.8958333333333334,256,context,dinov2,
|
| 33 |
+
31,0.9978125,0.8784722222222222,256,context,dinov2,
|
| 34 |
+
32,0.9934375,0.8958333333333334,256,context,dinov2,
|
| 35 |
+
33,0.9934375,0.8888888888888888,256,context,dinov2,
|
| 36 |
+
34,0.9934375,0.8958333333333334,256,context,dinov2,
|
| 37 |
+
35,0.9909375,0.875,256,context,dinov2,
|
| 38 |
+
36,0.99625,0.8888888888888888,256,context,dinov2,
|
| 39 |
+
37,0.9953125,0.8854166666666666,256,context,dinov2,
|
| 40 |
+
38,0.9946875,0.8958333333333334,256,context,dinov2,
|
| 41 |
+
39,0.99625,0.8715277777777778,256,context,dinov2,
|
| 42 |
+
40,0.9946875,0.8819444444444444,256,context,dinov2,
|
| 43 |
+
41,0.9940625,0.8854166666666666,256,context,dinov2,
|
| 44 |
+
42,0.995,0.8888888888888888,256,context,dinov2,
|
| 45 |
+
43,0.9978125,0.8923611111111112,256,context,dinov2,
|
| 46 |
+
44,0.996875,0.90625,256,context,dinov2,
|
| 47 |
+
45,0.99875,0.8923611111111112,256,context,dinov2,
|
| 48 |
+
46,0.9978125,0.8819444444444444,256,context,dinov2,
|
| 49 |
+
47,0.9978125,0.875,256,context,dinov2,
|
| 50 |
+
48,0.9946875,0.8923611111111112,256,context,dinov2,
|
| 51 |
+
49,0.99375,0.90625,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.85
|
results/version=context-model=dinov2-n=256-seed=4/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6153125,0.6701388888888888,256,context,dinov2,
|
| 3 |
+
1,0.744375,0.7465277777777778,256,context,dinov2,
|
| 4 |
+
2,0.8125,0.7291666666666666,256,context,dinov2,
|
| 5 |
+
3,0.86375,0.7951388888888888,256,context,dinov2,
|
| 6 |
+
4,0.9015625,0.7708333333333334,256,context,dinov2,
|
| 7 |
+
5,0.920625,0.7986111111111112,256,context,dinov2,
|
| 8 |
+
6,0.943125,0.7951388888888888,256,context,dinov2,
|
| 9 |
+
7,0.955625,0.8194444444444444,256,context,dinov2,
|
| 10 |
+
8,0.955,0.8368055555555556,256,context,dinov2,
|
| 11 |
+
9,0.96375,0.8090277777777778,256,context,dinov2,
|
| 12 |
+
10,0.9725,0.8055555555555556,256,context,dinov2,
|
| 13 |
+
11,0.971875,0.8229166666666666,256,context,dinov2,
|
| 14 |
+
12,0.9690625,0.8333333333333334,256,context,dinov2,
|
| 15 |
+
13,0.9815625,0.8333333333333334,256,context,dinov2,
|
| 16 |
+
14,0.9778125,0.8402777777777778,256,context,dinov2,
|
| 17 |
+
15,0.9778125,0.8229166666666666,256,context,dinov2,
|
| 18 |
+
16,0.9784375,0.8402777777777778,256,context,dinov2,
|
| 19 |
+
17,0.981875,0.8194444444444444,256,context,dinov2,
|
| 20 |
+
18,0.9846875,0.8368055555555556,256,context,dinov2,
|
| 21 |
+
19,0.9884375,0.84375,256,context,dinov2,
|
| 22 |
+
20,0.9878125,0.8611111111111112,256,context,dinov2,
|
| 23 |
+
21,0.99125,0.8402777777777778,256,context,dinov2,
|
| 24 |
+
22,0.9871875,0.8541666666666666,256,context,dinov2,
|
| 25 |
+
23,0.9909375,0.8229166666666666,256,context,dinov2,
|
| 26 |
+
24,0.9909375,0.8402777777777778,256,context,dinov2,
|
| 27 |
+
25,0.9909375,0.8263888888888888,256,context,dinov2,
|
| 28 |
+
26,0.994375,0.8402777777777778,256,context,dinov2,
|
| 29 |
+
27,0.98625,0.8229166666666666,256,context,dinov2,
|
| 30 |
+
28,0.995,0.8263888888888888,256,context,dinov2,
|
| 31 |
+
29,0.9965625,0.8194444444444444,256,context,dinov2,
|
| 32 |
+
30,0.9934375,0.8333333333333334,256,context,dinov2,
|
| 33 |
+
31,0.99,0.8263888888888888,256,context,dinov2,
|
| 34 |
+
32,0.995625,0.8402777777777778,256,context,dinov2,
|
| 35 |
+
33,0.993125,0.8368055555555556,256,context,dinov2,
|
| 36 |
+
34,0.995625,0.8680555555555556,256,context,dinov2,
|
| 37 |
+
35,0.991875,0.8333333333333334,256,context,dinov2,
|
| 38 |
+
36,0.995,0.84375,256,context,dinov2,
|
| 39 |
+
37,0.995625,0.8506944444444444,256,context,dinov2,
|
| 40 |
+
38,0.990625,0.8472222222222222,256,context,dinov2,
|
| 41 |
+
39,0.996875,0.8472222222222222,256,context,dinov2,
|
| 42 |
+
40,0.9934375,0.84375,256,context,dinov2,
|
| 43 |
+
41,0.9921875,0.8333333333333334,256,context,dinov2,
|
| 44 |
+
42,0.9884375,0.8541666666666666,256,context,dinov2,
|
| 45 |
+
43,0.9971875,0.8402777777777778,256,context,dinov2,
|
| 46 |
+
44,0.9990625,0.8472222222222222,256,context,dinov2,
|
| 47 |
+
45,0.99875,0.8541666666666666,256,context,dinov2,
|
| 48 |
+
46,0.9984375,0.8541666666666666,256,context,dinov2,
|
| 49 |
+
47,0.998125,0.8645833333333334,256,context,dinov2,
|
| 50 |
+
48,0.995625,0.8472222222222222,256,context,dinov2,
|
| 51 |
+
49,0.9965625,0.8645833333333334,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.83
|
results/version=context-model=dinov2-n=256-seed=5/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.58,0.6840277777777778,256,context,dinov2,
|
| 3 |
+
1,0.7325,0.75,256,context,dinov2,
|
| 4 |
+
2,0.80125,0.7847222222222222,256,context,dinov2,
|
| 5 |
+
3,0.86125,0.7986111111111112,256,context,dinov2,
|
| 6 |
+
4,0.890625,0.8020833333333334,256,context,dinov2,
|
| 7 |
+
5,0.9225,0.8229166666666666,256,context,dinov2,
|
| 8 |
+
6,0.9403125,0.84375,256,context,dinov2,
|
| 9 |
+
7,0.936875,0.8611111111111112,256,context,dinov2,
|
| 10 |
+
8,0.95625,0.8541666666666666,256,context,dinov2,
|
| 11 |
+
9,0.96375,0.8819444444444444,256,context,dinov2,
|
| 12 |
+
10,0.971875,0.84375,256,context,dinov2,
|
| 13 |
+
11,0.9740625,0.8472222222222222,256,context,dinov2,
|
| 14 |
+
12,0.98125,0.8576388888888888,256,context,dinov2,
|
| 15 |
+
13,0.9834375,0.8611111111111112,256,context,dinov2,
|
| 16 |
+
14,0.9859375,0.8645833333333334,256,context,dinov2,
|
| 17 |
+
15,0.9803125,0.8541666666666666,256,context,dinov2,
|
| 18 |
+
16,0.9840625,0.8715277777777778,256,context,dinov2,
|
| 19 |
+
17,0.9896875,0.8506944444444444,256,context,dinov2,
|
| 20 |
+
18,0.9909375,0.8506944444444444,256,context,dinov2,
|
| 21 |
+
19,0.9865625,0.8645833333333334,256,context,dinov2,
|
| 22 |
+
20,0.9925,0.8368055555555556,256,context,dinov2,
|
| 23 |
+
21,0.9859375,0.8472222222222222,256,context,dinov2,
|
| 24 |
+
22,0.9928125,0.8645833333333334,256,context,dinov2,
|
| 25 |
+
23,0.989375,0.8298611111111112,256,context,dinov2,
|
| 26 |
+
24,0.993125,0.8680555555555556,256,context,dinov2,
|
| 27 |
+
25,0.995625,0.8368055555555556,256,context,dinov2,
|
| 28 |
+
26,0.995625,0.8611111111111112,256,context,dinov2,
|
| 29 |
+
27,0.9934375,0.875,256,context,dinov2,
|
| 30 |
+
28,0.9890625,0.8506944444444444,256,context,dinov2,
|
| 31 |
+
29,0.9946875,0.8611111111111112,256,context,dinov2,
|
| 32 |
+
30,0.9946875,0.8576388888888888,256,context,dinov2,
|
| 33 |
+
31,0.9953125,0.8645833333333334,256,context,dinov2,
|
| 34 |
+
32,0.9934375,0.84375,256,context,dinov2,
|
| 35 |
+
33,0.9921875,0.8472222222222222,256,context,dinov2,
|
| 36 |
+
34,0.9978125,0.8680555555555556,256,context,dinov2,
|
| 37 |
+
35,0.995625,0.8645833333333334,256,context,dinov2,
|
| 38 |
+
36,0.993125,0.8368055555555556,256,context,dinov2,
|
| 39 |
+
37,0.99625,0.8506944444444444,256,context,dinov2,
|
| 40 |
+
38,0.994375,0.8333333333333334,256,context,dinov2,
|
| 41 |
+
39,0.991875,0.8611111111111112,256,context,dinov2,
|
| 42 |
+
40,0.995,0.8576388888888888,256,context,dinov2,
|
| 43 |
+
41,0.99625,0.8541666666666666,256,context,dinov2,
|
| 44 |
+
42,0.996875,0.8576388888888888,256,context,dinov2,
|
| 45 |
+
43,0.998125,0.8645833333333334,256,context,dinov2,
|
| 46 |
+
44,0.995625,0.8506944444444444,256,context,dinov2,
|
| 47 |
+
45,0.996875,0.8680555555555556,256,context,dinov2,
|
| 48 |
+
46,0.9959375,0.8506944444444444,256,context,dinov2,
|
| 49 |
+
47,0.9965625,0.84375,256,context,dinov2,
|
| 50 |
+
48,0.9959375,0.8645833333333334,256,context,dinov2,
|
| 51 |
+
49,0.995625,0.8576388888888888,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.86
|
results/version=context-model=dinov2-n=256-seed=6/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.5809375,0.6423611111111112,256,context,dinov2,
|
| 3 |
+
1,0.729375,0.7638888888888888,256,context,dinov2,
|
| 4 |
+
2,0.804375,0.8055555555555556,256,context,dinov2,
|
| 5 |
+
3,0.8546875,0.8020833333333334,256,context,dinov2,
|
| 6 |
+
4,0.880625,0.8368055555555556,256,context,dinov2,
|
| 7 |
+
5,0.909375,0.8263888888888888,256,context,dinov2,
|
| 8 |
+
6,0.926875,0.8368055555555556,256,context,dinov2,
|
| 9 |
+
7,0.9334375,0.8611111111111112,256,context,dinov2,
|
| 10 |
+
8,0.944375,0.8576388888888888,256,context,dinov2,
|
| 11 |
+
9,0.954375,0.8611111111111112,256,context,dinov2,
|
| 12 |
+
10,0.9559375,0.8472222222222222,256,context,dinov2,
|
| 13 |
+
11,0.9540625,0.8645833333333334,256,context,dinov2,
|
| 14 |
+
12,0.9715625,0.8784722222222222,256,context,dinov2,
|
| 15 |
+
13,0.97125,0.8715277777777778,256,context,dinov2,
|
| 16 |
+
14,0.9778125,0.8680555555555556,256,context,dinov2,
|
| 17 |
+
15,0.981875,0.875,256,context,dinov2,
|
| 18 |
+
16,0.9775,0.8715277777777778,256,context,dinov2,
|
| 19 |
+
17,0.985,0.8854166666666666,256,context,dinov2,
|
| 20 |
+
18,0.9809375,0.875,256,context,dinov2,
|
| 21 |
+
19,0.9821875,0.8854166666666666,256,context,dinov2,
|
| 22 |
+
20,0.98875,0.8854166666666666,256,context,dinov2,
|
| 23 |
+
21,0.9884375,0.8784722222222222,256,context,dinov2,
|
| 24 |
+
22,0.98125,0.8958333333333334,256,context,dinov2,
|
| 25 |
+
23,0.99,0.8993055555555556,256,context,dinov2,
|
| 26 |
+
24,0.989375,0.8888888888888888,256,context,dinov2,
|
| 27 |
+
25,0.98875,0.8819444444444444,256,context,dinov2,
|
| 28 |
+
26,0.99125,0.8715277777777778,256,context,dinov2,
|
| 29 |
+
27,0.988125,0.9027777777777778,256,context,dinov2,
|
| 30 |
+
28,0.9896875,0.8854166666666666,256,context,dinov2,
|
| 31 |
+
29,0.9903125,0.8888888888888888,256,context,dinov2,
|
| 32 |
+
30,0.9903125,0.8888888888888888,256,context,dinov2,
|
| 33 |
+
31,0.9896875,0.8854166666666666,256,context,dinov2,
|
| 34 |
+
32,0.9934375,0.875,256,context,dinov2,
|
| 35 |
+
33,0.9915625,0.8819444444444444,256,context,dinov2,
|
| 36 |
+
34,0.9934375,0.8888888888888888,256,context,dinov2,
|
| 37 |
+
35,0.9934375,0.8784722222222222,256,context,dinov2,
|
| 38 |
+
36,0.9940625,0.8819444444444444,256,context,dinov2,
|
| 39 |
+
37,0.991875,0.8819444444444444,256,context,dinov2,
|
| 40 |
+
38,0.995,0.8888888888888888,256,context,dinov2,
|
| 41 |
+
39,0.9921875,0.8888888888888888,256,context,dinov2,
|
| 42 |
+
40,0.9915625,0.8888888888888888,256,context,dinov2,
|
| 43 |
+
41,0.9925,0.8784722222222222,256,context,dinov2,
|
| 44 |
+
42,0.9946875,0.8958333333333334,256,context,dinov2,
|
| 45 |
+
43,0.996875,0.8923611111111112,256,context,dinov2,
|
| 46 |
+
44,0.995625,0.9027777777777778,256,context,dinov2,
|
| 47 |
+
45,0.996875,0.8784722222222222,256,context,dinov2,
|
| 48 |
+
46,0.995625,0.8993055555555556,256,context,dinov2,
|
| 49 |
+
47,0.9953125,0.8923611111111112,256,context,dinov2,
|
| 50 |
+
48,0.9965625,0.8958333333333334,256,context,dinov2,
|
| 51 |
+
49,0.99625,0.8923611111111112,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.8
|
results/version=context-model=dinov2-n=256-seed=7/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6071875,0.6666666666666666,256,context,dinov2,
|
| 3 |
+
1,0.75625,0.7708333333333334,256,context,dinov2,
|
| 4 |
+
2,0.8315625,0.78125,256,context,dinov2,
|
| 5 |
+
3,0.8790625,0.8090277777777778,256,context,dinov2,
|
| 6 |
+
4,0.9034375,0.7951388888888888,256,context,dinov2,
|
| 7 |
+
5,0.931875,0.8229166666666666,256,context,dinov2,
|
| 8 |
+
6,0.9428125,0.8402777777777778,256,context,dinov2,
|
| 9 |
+
7,0.9571875,0.8090277777777778,256,context,dinov2,
|
| 10 |
+
8,0.966875,0.8055555555555556,256,context,dinov2,
|
| 11 |
+
9,0.96375,0.8402777777777778,256,context,dinov2,
|
| 12 |
+
10,0.96625,0.8333333333333334,256,context,dinov2,
|
| 13 |
+
11,0.968125,0.8402777777777778,256,context,dinov2,
|
| 14 |
+
12,0.97875,0.8298611111111112,256,context,dinov2,
|
| 15 |
+
13,0.980625,0.8125,256,context,dinov2,
|
| 16 |
+
14,0.9846875,0.8611111111111112,256,context,dinov2,
|
| 17 |
+
15,0.9846875,0.8541666666666666,256,context,dinov2,
|
| 18 |
+
16,0.9803125,0.8263888888888888,256,context,dinov2,
|
| 19 |
+
17,0.9740625,0.8194444444444444,256,context,dinov2,
|
| 20 |
+
18,0.9909375,0.84375,256,context,dinov2,
|
| 21 |
+
19,0.9865625,0.8715277777777778,256,context,dinov2,
|
| 22 |
+
20,0.9840625,0.8368055555555556,256,context,dinov2,
|
| 23 |
+
21,0.99125,0.8541666666666666,256,context,dinov2,
|
| 24 |
+
22,0.988125,0.8333333333333334,256,context,dinov2,
|
| 25 |
+
23,0.9865625,0.84375,256,context,dinov2,
|
| 26 |
+
24,0.9903125,0.8472222222222222,256,context,dinov2,
|
| 27 |
+
25,0.99125,0.8368055555555556,256,context,dinov2,
|
| 28 |
+
26,0.991875,0.8645833333333334,256,context,dinov2,
|
| 29 |
+
27,0.9903125,0.8576388888888888,256,context,dinov2,
|
| 30 |
+
28,0.9925,0.8472222222222222,256,context,dinov2,
|
| 31 |
+
29,0.9928125,0.8645833333333334,256,context,dinov2,
|
| 32 |
+
30,0.991875,0.84375,256,context,dinov2,
|
| 33 |
+
31,0.993125,0.8645833333333334,256,context,dinov2,
|
| 34 |
+
32,0.989375,0.8402777777777778,256,context,dinov2,
|
| 35 |
+
33,0.9934375,0.8680555555555556,256,context,dinov2,
|
| 36 |
+
34,0.9940625,0.8680555555555556,256,context,dinov2,
|
| 37 |
+
35,0.994375,0.8472222222222222,256,context,dinov2,
|
| 38 |
+
36,0.9909375,0.8715277777777778,256,context,dinov2,
|
| 39 |
+
37,0.9965625,0.8576388888888888,256,context,dinov2,
|
| 40 |
+
38,0.994375,0.8715277777777778,256,context,dinov2,
|
| 41 |
+
39,0.995,0.8611111111111112,256,context,dinov2,
|
| 42 |
+
40,0.9946875,0.8715277777777778,256,context,dinov2,
|
| 43 |
+
41,0.9946875,0.8333333333333334,256,context,dinov2,
|
| 44 |
+
42,0.9940625,0.8645833333333334,256,context,dinov2,
|
| 45 |
+
43,0.9915625,0.8611111111111112,256,context,dinov2,
|
| 46 |
+
44,0.994375,0.875,256,context,dinov2,
|
| 47 |
+
45,0.9975,0.8784722222222222,256,context,dinov2,
|
| 48 |
+
46,0.9965625,0.8680555555555556,256,context,dinov2,
|
| 49 |
+
47,0.995625,0.8541666666666666,256,context,dinov2,
|
| 50 |
+
48,0.998125,0.875,256,context,dinov2,
|
| 51 |
+
49,0.9984375,0.8715277777777778,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.79
|
results/version=context-model=dinov2-n=256-seed=8/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.6328125,0.6875,256,context,dinov2,
|
| 3 |
+
1,0.76625,0.71875,256,context,dinov2,
|
| 4 |
+
2,0.83375,0.8090277777777778,256,context,dinov2,
|
| 5 |
+
3,0.8759375,0.8055555555555556,256,context,dinov2,
|
| 6 |
+
4,0.9090625,0.8263888888888888,256,context,dinov2,
|
| 7 |
+
5,0.9178125,0.8194444444444444,256,context,dinov2,
|
| 8 |
+
6,0.9321875,0.8472222222222222,256,context,dinov2,
|
| 9 |
+
7,0.955,0.8402777777777778,256,context,dinov2,
|
| 10 |
+
8,0.96,0.8506944444444444,256,context,dinov2,
|
| 11 |
+
9,0.9584375,0.8333333333333334,256,context,dinov2,
|
| 12 |
+
10,0.9640625,0.8298611111111112,256,context,dinov2,
|
| 13 |
+
11,0.971875,0.8506944444444444,256,context,dinov2,
|
| 14 |
+
12,0.97875,0.8402777777777778,256,context,dinov2,
|
| 15 |
+
13,0.980625,0.8506944444444444,256,context,dinov2,
|
| 16 |
+
14,0.9753125,0.8472222222222222,256,context,dinov2,
|
| 17 |
+
15,0.9771875,0.8645833333333334,256,context,dinov2,
|
| 18 |
+
16,0.98,0.8541666666666666,256,context,dinov2,
|
| 19 |
+
17,0.9821875,0.8611111111111112,256,context,dinov2,
|
| 20 |
+
18,0.97875,0.8472222222222222,256,context,dinov2,
|
| 21 |
+
19,0.9828125,0.8333333333333334,256,context,dinov2,
|
| 22 |
+
20,0.9875,0.8645833333333334,256,context,dinov2,
|
| 23 |
+
21,0.9909375,0.8576388888888888,256,context,dinov2,
|
| 24 |
+
22,0.9884375,0.8472222222222222,256,context,dinov2,
|
| 25 |
+
23,0.988125,0.8472222222222222,256,context,dinov2,
|
| 26 |
+
24,0.9896875,0.8541666666666666,256,context,dinov2,
|
| 27 |
+
25,0.9915625,0.8541666666666666,256,context,dinov2,
|
| 28 |
+
26,0.986875,0.8576388888888888,256,context,dinov2,
|
| 29 |
+
27,0.9921875,0.8472222222222222,256,context,dinov2,
|
| 30 |
+
28,0.991875,0.8576388888888888,256,context,dinov2,
|
| 31 |
+
29,0.9909375,0.8715277777777778,256,context,dinov2,
|
| 32 |
+
30,0.9896875,0.8541666666666666,256,context,dinov2,
|
| 33 |
+
31,0.9903125,0.8472222222222222,256,context,dinov2,
|
| 34 |
+
32,0.990625,0.8506944444444444,256,context,dinov2,
|
| 35 |
+
33,0.99375,0.8680555555555556,256,context,dinov2,
|
| 36 |
+
34,0.996875,0.8611111111111112,256,context,dinov2,
|
| 37 |
+
35,0.995,0.8611111111111112,256,context,dinov2,
|
| 38 |
+
36,0.9946875,0.8611111111111112,256,context,dinov2,
|
| 39 |
+
37,0.9940625,0.8784722222222222,256,context,dinov2,
|
| 40 |
+
38,0.996875,0.8680555555555556,256,context,dinov2,
|
| 41 |
+
39,0.9984375,0.8541666666666666,256,context,dinov2,
|
| 42 |
+
40,0.995,0.8680555555555556,256,context,dinov2,
|
| 43 |
+
41,0.9978125,0.8680555555555556,256,context,dinov2,
|
| 44 |
+
42,0.9884375,0.8402777777777778,256,context,dinov2,
|
| 45 |
+
43,0.99625,0.875,256,context,dinov2,
|
| 46 |
+
44,0.996875,0.8645833333333334,256,context,dinov2,
|
| 47 |
+
45,0.99375,0.8645833333333334,256,context,dinov2,
|
| 48 |
+
46,0.9953125,0.8576388888888888,256,context,dinov2,
|
| 49 |
+
47,0.996875,0.8611111111111112,256,context,dinov2,
|
| 50 |
+
48,0.995,0.8611111111111112,256,context,dinov2,
|
| 51 |
+
49,0.9990625,0.84375,256,context,dinov2,
|
| 52 |
+
50,,,256,context,dinov2,0.74
|
results/version=context-model=dinov2-n=32-seed=0/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.740625,0.65625,32,context,dinov2,
|
| 3 |
+
1,0.9659375,0.6739130434782609,32,context,dinov2,
|
| 4 |
+
2,0.9971875,0.6345108695652174,32,context,dinov2,
|
| 5 |
+
3,0.9975,0.6779891304347826,32,context,dinov2,
|
| 6 |
+
4,0.995625,0.6630434782608695,32,context,dinov2,
|
| 7 |
+
5,0.9990625,0.6902173913043478,32,context,dinov2,
|
| 8 |
+
6,0.9996875,0.6834239130434783,32,context,dinov2,
|
| 9 |
+
7,1.0,0.6847826086956522,32,context,dinov2,
|
| 10 |
+
8,0.999375,0.6739130434782609,32,context,dinov2,
|
| 11 |
+
9,1.0,0.6766304347826086,32,context,dinov2,
|
| 12 |
+
10,1.0,0.6847826086956522,32,context,dinov2,
|
| 13 |
+
11,0.9984375,0.6345108695652174,32,context,dinov2,
|
| 14 |
+
12,0.9996875,0.6997282608695652,32,context,dinov2,
|
| 15 |
+
13,0.9990625,0.6983695652173914,32,context,dinov2,
|
| 16 |
+
14,1.0,0.6902173913043478,32,context,dinov2,
|
| 17 |
+
15,1.0,0.6929347826086957,32,context,dinov2,
|
| 18 |
+
16,0.9996875,0.6915760869565217,32,context,dinov2,
|
| 19 |
+
17,0.995625,0.6970108695652174,32,context,dinov2,
|
| 20 |
+
18,0.99875,0.6997282608695652,32,context,dinov2,
|
| 21 |
+
19,1.0,0.6983695652173914,32,context,dinov2,
|
| 22 |
+
20,1.0,0.6997282608695652,32,context,dinov2,
|
| 23 |
+
21,1.0,0.7010869565217391,32,context,dinov2,
|
| 24 |
+
22,1.0,0.7010869565217391,32,context,dinov2,
|
| 25 |
+
23,0.9990625,0.6684782608695652,32,context,dinov2,
|
| 26 |
+
24,1.0,0.6820652173913043,32,context,dinov2,
|
| 27 |
+
25,1.0,0.6807065217391305,32,context,dinov2,
|
| 28 |
+
26,1.0,0.6875,32,context,dinov2,
|
| 29 |
+
27,1.0,0.6875,32,context,dinov2,
|
| 30 |
+
28,1.0,0.686141304347826,32,context,dinov2,
|
| 31 |
+
29,1.0,0.6875,32,context,dinov2,
|
| 32 |
+
30,1.0,0.688858695652174,32,context,dinov2,
|
| 33 |
+
31,1.0,0.688858695652174,32,context,dinov2,
|
| 34 |
+
32,0.9996875,0.6766304347826086,32,context,dinov2,
|
| 35 |
+
33,0.9978125,0.7051630434782609,32,context,dinov2,
|
| 36 |
+
34,1.0,0.7010869565217391,32,context,dinov2,
|
| 37 |
+
35,0.9990625,0.7010869565217391,32,context,dinov2,
|
| 38 |
+
36,1.0,0.7024456521739131,32,context,dinov2,
|
| 39 |
+
37,1.0,0.7010869565217391,32,context,dinov2,
|
| 40 |
+
38,1.0,0.7024456521739131,32,context,dinov2,
|
| 41 |
+
39,1.0,0.7010869565217391,32,context,dinov2,
|
| 42 |
+
40,1.0,0.7010869565217391,32,context,dinov2,
|
| 43 |
+
41,1.0,0.6997282608695652,32,context,dinov2,
|
| 44 |
+
42,1.0,0.7119565217391305,32,context,dinov2,
|
| 45 |
+
43,1.0,0.7119565217391305,32,context,dinov2,
|
| 46 |
+
44,1.0,0.7119565217391305,32,context,dinov2,
|
| 47 |
+
45,1.0,0.6956521739130435,32,context,dinov2,
|
| 48 |
+
46,1.0,0.7078804347826086,32,context,dinov2,
|
| 49 |
+
47,1.0,0.6942934782608695,32,context,dinov2,
|
| 50 |
+
48,1.0,0.6942934782608695,32,context,dinov2,
|
| 51 |
+
49,1.0,0.6942934782608695,32,context,dinov2,
|
| 52 |
+
50,,,32,context,dinov2,0.68
|
results/version=context-model=dinov2-n=32-seed=1/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.7525,0.6345108695652174,32,context,dinov2,
|
| 3 |
+
1,0.9596875,0.6616847826086957,32,context,dinov2,
|
| 4 |
+
2,0.9925,0.6589673913043478,32,context,dinov2,
|
| 5 |
+
3,0.998125,0.6372282608695652,32,context,dinov2,
|
| 6 |
+
4,0.9965625,0.6535326086956522,32,context,dinov2,
|
| 7 |
+
5,0.99875,0.6684782608695652,32,context,dinov2,
|
| 8 |
+
6,0.998125,0.6698369565217391,32,context,dinov2,
|
| 9 |
+
7,0.99875,0.6616847826086957,32,context,dinov2,
|
| 10 |
+
8,0.9959375,0.654891304347826,32,context,dinov2,
|
| 11 |
+
9,0.9978125,0.657608695652174,32,context,dinov2,
|
| 12 |
+
10,0.9996875,0.6589673913043478,32,context,dinov2,
|
| 13 |
+
11,0.99875,0.6725543478260869,32,context,dinov2,
|
| 14 |
+
12,0.9978125,0.6847826086956522,32,context,dinov2,
|
| 15 |
+
13,0.9996875,0.6820652173913043,32,context,dinov2,
|
| 16 |
+
14,0.999375,0.6698369565217391,32,context,dinov2,
|
| 17 |
+
15,0.9990625,0.6711956521739131,32,context,dinov2,
|
| 18 |
+
16,0.999375,0.6793478260869565,32,context,dinov2,
|
| 19 |
+
17,1.0,0.6752717391304348,32,context,dinov2,
|
| 20 |
+
18,1.0,0.6644021739130435,32,context,dinov2,
|
| 21 |
+
19,1.0,0.6807065217391305,32,context,dinov2,
|
| 22 |
+
20,1.0,0.6766304347826086,32,context,dinov2,
|
| 23 |
+
21,1.0,0.6793478260869565,32,context,dinov2,
|
| 24 |
+
22,1.0,0.6807065217391305,32,context,dinov2,
|
| 25 |
+
23,1.0,0.6766304347826086,32,context,dinov2,
|
| 26 |
+
24,1.0,0.6779891304347826,32,context,dinov2,
|
| 27 |
+
25,0.998125,0.6671195652173914,32,context,dinov2,
|
| 28 |
+
26,0.999375,0.6657608695652174,32,context,dinov2,
|
| 29 |
+
27,1.0,0.6739130434782609,32,context,dinov2,
|
| 30 |
+
28,1.0,0.6779891304347826,32,context,dinov2,
|
| 31 |
+
29,1.0,0.6766304347826086,32,context,dinov2,
|
| 32 |
+
30,0.99375,0.6793478260869565,32,context,dinov2,
|
| 33 |
+
31,0.996875,0.6684782608695652,32,context,dinov2,
|
| 34 |
+
32,0.9978125,0.6739130434782609,32,context,dinov2,
|
| 35 |
+
33,0.9996875,0.6766304347826086,32,context,dinov2,
|
| 36 |
+
34,1.0,0.6766304347826086,32,context,dinov2,
|
| 37 |
+
35,1.0,0.6766304347826086,32,context,dinov2,
|
| 38 |
+
36,0.999375,0.6603260869565217,32,context,dinov2,
|
| 39 |
+
37,1.0,0.6603260869565217,32,context,dinov2,
|
| 40 |
+
38,0.9996875,0.6535326086956522,32,context,dinov2,
|
| 41 |
+
39,1.0,0.6589673913043478,32,context,dinov2,
|
| 42 |
+
40,0.998125,0.6494565217391305,32,context,dinov2,
|
| 43 |
+
41,0.999375,0.6616847826086957,32,context,dinov2,
|
| 44 |
+
42,1.0,0.6603260869565217,32,context,dinov2,
|
| 45 |
+
43,1.0,0.6725543478260869,32,context,dinov2,
|
| 46 |
+
44,1.0,0.6616847826086957,32,context,dinov2,
|
| 47 |
+
45,1.0,0.6630434782608695,32,context,dinov2,
|
| 48 |
+
46,1.0,0.6616847826086957,32,context,dinov2,
|
| 49 |
+
47,1.0,0.6630434782608695,32,context,dinov2,
|
| 50 |
+
48,1.0,0.6644021739130435,32,context,dinov2,
|
| 51 |
+
49,1.0,0.6739130434782609,32,context,dinov2,
|
| 52 |
+
50,,,32,context,dinov2,0.68
|
results/version=context-model=dinov2-n=32-seed=2/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
|
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|
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|
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|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.7290625,0.6195652173913043,32,context,dinov2,
|
| 3 |
+
1,0.9634375,0.6073369565217391,32,context,dinov2,
|
| 4 |
+
2,0.9909375,0.6182065217391305,32,context,dinov2,
|
| 5 |
+
3,0.9990625,0.6127717391304348,32,context,dinov2,
|
| 6 |
+
4,0.9953125,0.6154891304347826,32,context,dinov2,
|
| 7 |
+
5,0.99625,0.6277173913043478,32,context,dinov2,
|
| 8 |
+
6,0.9996875,0.6114130434782609,32,context,dinov2,
|
| 9 |
+
7,0.999375,0.6222826086956522,32,context,dinov2,
|
| 10 |
+
8,0.9996875,0.6195652173913043,32,context,dinov2,
|
| 11 |
+
9,0.99625,0.6304347826086957,32,context,dinov2,
|
| 12 |
+
10,1.0,0.6290760869565217,32,context,dinov2,
|
| 13 |
+
11,1.0,0.6290760869565217,32,context,dinov2,
|
| 14 |
+
12,1.0,0.6304347826086957,32,context,dinov2,
|
| 15 |
+
13,1.0,0.626358695652174,32,context,dinov2,
|
| 16 |
+
14,1.0,0.6358695652173914,32,context,dinov2,
|
| 17 |
+
15,1.0,0.6290760869565217,32,context,dinov2,
|
| 18 |
+
16,0.999375,0.6345108695652174,32,context,dinov2,
|
| 19 |
+
17,0.9903125,0.6521739130434783,32,context,dinov2,
|
| 20 |
+
18,0.9996875,0.6358695652173914,32,context,dinov2,
|
| 21 |
+
19,0.999375,0.6413043478260869,32,context,dinov2,
|
| 22 |
+
20,1.0,0.6440217391304348,32,context,dinov2,
|
| 23 |
+
21,1.0,0.6480978260869565,32,context,dinov2,
|
| 24 |
+
22,1.0,0.6494565217391305,32,context,dinov2,
|
| 25 |
+
23,0.9996875,0.6508152173913043,32,context,dinov2,
|
| 26 |
+
24,1.0,0.6440217391304348,32,context,dinov2,
|
| 27 |
+
25,1.0,0.6440217391304348,32,context,dinov2,
|
| 28 |
+
26,1.0,0.6385869565217391,32,context,dinov2,
|
| 29 |
+
27,1.0,0.6426630434782609,32,context,dinov2,
|
| 30 |
+
28,1.0,0.6413043478260869,32,context,dinov2,
|
| 31 |
+
29,1.0,0.6426630434782609,32,context,dinov2,
|
| 32 |
+
30,1.0,0.6453804347826086,32,context,dinov2,
|
| 33 |
+
31,1.0,0.6453804347826086,32,context,dinov2,
|
| 34 |
+
32,1.0,0.6413043478260869,32,context,dinov2,
|
| 35 |
+
33,1.0,0.6413043478260869,32,context,dinov2,
|
| 36 |
+
34,1.0,0.6453804347826086,32,context,dinov2,
|
| 37 |
+
35,1.0,0.6413043478260869,32,context,dinov2,
|
| 38 |
+
36,1.0,0.6399456521739131,32,context,dinov2,
|
| 39 |
+
37,1.0,0.6413043478260869,32,context,dinov2,
|
| 40 |
+
38,1.0,0.6426630434782609,32,context,dinov2,
|
| 41 |
+
39,1.0,0.6372282608695652,32,context,dinov2,
|
| 42 |
+
40,1.0,0.6508152173913043,32,context,dinov2,
|
| 43 |
+
41,1.0,0.6453804347826086,32,context,dinov2,
|
| 44 |
+
42,1.0,0.6440217391304348,32,context,dinov2,
|
| 45 |
+
43,1.0,0.6413043478260869,32,context,dinov2,
|
| 46 |
+
44,1.0,0.6399456521739131,32,context,dinov2,
|
| 47 |
+
45,1.0,0.6426630434782609,32,context,dinov2,
|
| 48 |
+
46,1.0,0.6440217391304348,32,context,dinov2,
|
| 49 |
+
47,1.0,0.6453804347826086,32,context,dinov2,
|
| 50 |
+
48,0.9978125,0.6141304347826086,32,context,dinov2,
|
| 51 |
+
49,0.999375,0.6480978260869565,32,context,dinov2,
|
| 52 |
+
50,,,32,context,dinov2,0.6
|
results/version=context-model=dinov2-n=32-seed=3/data.csv
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_accuracy,val_accuracy,examples_per_class,version,model,test_accuracy
|
| 2 |
+
0,0.736875,0.6345108695652174,32,context,dinov2,
|
| 3 |
+
1,0.96875,0.626358695652174,32,context,dinov2,
|
| 4 |
+
2,0.9909375,0.6345108695652174,32,context,dinov2,
|
| 5 |
+
3,0.9940625,0.6127717391304348,32,context,dinov2,
|
| 6 |
+
4,0.99875,0.6426630434782609,32,context,dinov2,
|
| 7 |
+
5,0.999375,0.6304347826086957,32,context,dinov2,
|
| 8 |
+
6,0.99875,0.6222826086956522,32,context,dinov2,
|
| 9 |
+
7,1.0,0.623641304347826,32,context,dinov2,
|
| 10 |
+
8,0.999375,0.6032608695652174,32,context,dinov2,
|
| 11 |
+
9,0.9946875,0.6304347826086957,32,context,dinov2,
|
| 12 |
+
10,0.9996875,0.623641304347826,32,context,dinov2,
|
| 13 |
+
11,1.0,0.625,32,context,dinov2,
|
| 14 |
+
12,1.0,0.6222826086956522,32,context,dinov2,
|
| 15 |
+
13,1.0,0.6127717391304348,32,context,dinov2,
|
| 16 |
+
14,0.999375,0.5883152173913043,32,context,dinov2,
|
| 17 |
+
15,0.999375,0.6114130434782609,32,context,dinov2,
|
| 18 |
+
16,0.999375,0.6426630434782609,32,context,dinov2,
|
| 19 |
+
17,0.999375,0.6059782608695652,32,context,dinov2,
|
| 20 |
+
18,0.9996875,0.6073369565217391,32,context,dinov2,
|
| 21 |
+
19,0.99625,0.6114130434782609,32,context,dinov2,
|
| 22 |
+
20,1.0,0.59375,32,context,dinov2,
|
| 23 |
+
21,1.0,0.6141304347826086,32,context,dinov2,
|
| 24 |
+
22,1.0,0.5978260869565217,32,context,dinov2,
|
| 25 |
+
23,1.0,0.5964673913043478,32,context,dinov2,
|
| 26 |
+
24,1.0,0.6005434782608695,32,context,dinov2,
|
| 27 |
+
25,1.0,0.6114130434782609,32,context,dinov2,
|
| 28 |
+
26,1.0,0.5991847826086957,32,context,dinov2,
|
| 29 |
+
27,1.0,0.6358695652173914,32,context,dinov2,
|
| 30 |
+
28,1.0,0.6182065217391305,32,context,dinov2,
|
| 31 |
+
29,1.0,0.6127717391304348,32,context,dinov2,
|
| 32 |
+
30,1.0,0.6154891304347826,32,context,dinov2,
|
| 33 |
+
31,1.0,0.6195652173913043,32,context,dinov2,
|
| 34 |
+
32,1.0,0.6005434782608695,32,context,dinov2,
|
| 35 |
+
33,1.0,0.6114130434782609,32,context,dinov2,
|
| 36 |
+
34,1.0,0.6086956521739131,32,context,dinov2,
|
| 37 |
+
35,1.0,0.6100543478260869,32,context,dinov2,
|
| 38 |
+
36,1.0,0.6127717391304348,32,context,dinov2,
|
| 39 |
+
37,0.9996875,0.5842391304347826,32,context,dinov2,
|
| 40 |
+
38,0.996875,0.6358695652173914,32,context,dinov2,
|
| 41 |
+
39,0.99875,0.6358695652173914,32,context,dinov2,
|
| 42 |
+
40,1.0,0.6168478260869565,32,context,dinov2,
|
| 43 |
+
41,1.0,0.6222826086956522,32,context,dinov2,
|
| 44 |
+
42,1.0,0.623641304347826,32,context,dinov2,
|
| 45 |
+
43,1.0,0.6154891304347826,32,context,dinov2,
|
| 46 |
+
44,1.0,0.6222826086956522,32,context,dinov2,
|
| 47 |
+
45,0.99875,0.6304347826086957,32,context,dinov2,
|
| 48 |
+
46,1.0,0.6304347826086957,32,context,dinov2,
|
| 49 |
+
47,1.0,0.6317934782608695,32,context,dinov2,
|
| 50 |
+
48,1.0,0.623641304347826,32,context,dinov2,
|
| 51 |
+
49,1.0,0.6277173913043478,32,context,dinov2,
|
| 52 |
+
50,,,32,context,dinov2,0.65
|