vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05: test mIoU 0.6335
Browse files- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05/best_model.pt +3 -0
- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05/history.json +1078 -0
- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05/results.json +476 -0
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05/best_model.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d929cc9018b0fa59252255ac9177b540a63e3498f0b2940ad4e1256cd76e8eac
|
| 3 |
+
size 2216047
|
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05/history.json
ADDED
|
@@ -0,0 +1,1078 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_name": "vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05",
|
| 3 |
+
"epoch": [
|
| 4 |
+
1,
|
| 5 |
+
2,
|
| 6 |
+
3,
|
| 7 |
+
4,
|
| 8 |
+
5,
|
| 9 |
+
6,
|
| 10 |
+
7,
|
| 11 |
+
8,
|
| 12 |
+
9,
|
| 13 |
+
10,
|
| 14 |
+
11,
|
| 15 |
+
12,
|
| 16 |
+
13,
|
| 17 |
+
14,
|
| 18 |
+
15,
|
| 19 |
+
16,
|
| 20 |
+
17,
|
| 21 |
+
18,
|
| 22 |
+
19,
|
| 23 |
+
20,
|
| 24 |
+
21,
|
| 25 |
+
22,
|
| 26 |
+
23,
|
| 27 |
+
24,
|
| 28 |
+
25,
|
| 29 |
+
26,
|
| 30 |
+
27,
|
| 31 |
+
28,
|
| 32 |
+
29,
|
| 33 |
+
30,
|
| 34 |
+
31,
|
| 35 |
+
32,
|
| 36 |
+
33,
|
| 37 |
+
34,
|
| 38 |
+
35,
|
| 39 |
+
36,
|
| 40 |
+
37,
|
| 41 |
+
38,
|
| 42 |
+
39,
|
| 43 |
+
40,
|
| 44 |
+
41,
|
| 45 |
+
42,
|
| 46 |
+
43,
|
| 47 |
+
44,
|
| 48 |
+
45,
|
| 49 |
+
46,
|
| 50 |
+
47,
|
| 51 |
+
48,
|
| 52 |
+
49,
|
| 53 |
+
50
|
| 54 |
+
],
|
| 55 |
+
"train_loss": [
|
| 56 |
+
0.3361760333646089,
|
| 57 |
+
0.32392065692692995,
|
| 58 |
+
0.3072768875863403,
|
| 59 |
+
0.30644262419082224,
|
| 60 |
+
0.3106955725234002,
|
| 61 |
+
0.2929776427336037,
|
| 62 |
+
0.2941438416019082,
|
| 63 |
+
0.2811872405000031,
|
| 64 |
+
0.3023795310873538,
|
| 65 |
+
0.2899802087340504,
|
| 66 |
+
0.2769357361830771,
|
| 67 |
+
0.27728616329841316,
|
| 68 |
+
0.2763461833819747,
|
| 69 |
+
0.2563596337568015,
|
| 70 |
+
0.26908669085241854,
|
| 71 |
+
0.26570040662772954,
|
| 72 |
+
0.2630214751698077,
|
| 73 |
+
0.2653462302405387,
|
| 74 |
+
0.26378638250753284,
|
| 75 |
+
0.2593565701972693,
|
| 76 |
+
0.25255952728912234,
|
| 77 |
+
0.24065670580603182,
|
| 78 |
+
0.2512531285174191,
|
| 79 |
+
0.25266925781033933,
|
| 80 |
+
0.24448308814316988,
|
| 81 |
+
0.23568595747929066,
|
| 82 |
+
0.252121216384694,
|
| 83 |
+
0.23771344171836972,
|
| 84 |
+
0.2238553425995633,
|
| 85 |
+
0.24259732605423778,
|
| 86 |
+
0.2332111473660916,
|
| 87 |
+
0.2218167829560116,
|
| 88 |
+
0.22706499230116606,
|
| 89 |
+
0.23962898855097592,
|
| 90 |
+
0.21864394447766244,
|
| 91 |
+
0.2323873225832358,
|
| 92 |
+
0.23294266394805163,
|
| 93 |
+
0.23206981318071485,
|
| 94 |
+
0.22282377840019763,
|
| 95 |
+
0.22441746934782714,
|
| 96 |
+
0.22453560098074377,
|
| 97 |
+
0.2260462047997862,
|
| 98 |
+
0.21236854721792042,
|
| 99 |
+
0.21427414938807487,
|
| 100 |
+
0.21995137818157673,
|
| 101 |
+
0.2171203305479139,
|
| 102 |
+
0.22631693235598505,
|
| 103 |
+
0.21474527567625046,
|
| 104 |
+
0.21604153129737824,
|
| 105 |
+
0.2148372061783448
|
| 106 |
+
],
|
| 107 |
+
"val": [
|
| 108 |
+
{
|
| 109 |
+
"OA": 0.8310384164269992,
|
| 110 |
+
"mIoU": 0.6462938385356237,
|
| 111 |
+
"macroF1": 0.7748167491157509,
|
| 112 |
+
"F1_coffee": 0.8873342047183355,
|
| 113 |
+
"IoU_coffee": 0.7974849307681938,
|
| 114 |
+
"precision_coffee": 0.8983642832349878,
|
| 115 |
+
"recall_coffee": 0.8765716946784641,
|
| 116 |
+
"F1_noncoffee": 0.6622992935131663,
|
| 117 |
+
"IoU_noncoffee": 0.49510274630305356,
|
| 118 |
+
"kappa": 0.5498369034195376,
|
| 119 |
+
"n_pixels": 62239
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"OA": 0.8218319703080063,
|
| 123 |
+
"mIoU": 0.6399469578932003,
|
| 124 |
+
"macroF1": 0.770970285034521,
|
| 125 |
+
"F1_coffee": 0.8789000644322861,
|
| 126 |
+
"IoU_coffee": 0.7839622825303435,
|
| 127 |
+
"precision_coffee": 0.9077988584835428,
|
| 128 |
+
"recall_coffee": 0.8517844291096905,
|
| 129 |
+
"F1_noncoffee": 0.6630405056367559,
|
| 130 |
+
"IoU_noncoffee": 0.4959316332560571,
|
| 131 |
+
"kappa": 0.5432285612856312,
|
| 132 |
+
"n_pixels": 62239
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"OA": 0.8158710776201417,
|
| 136 |
+
"mIoU": 0.6319511157138624,
|
| 137 |
+
"macroF1": 0.7647335380613082,
|
| 138 |
+
"F1_coffee": 0.874419216270711,
|
| 139 |
+
"IoU_coffee": 0.7768604696444565,
|
| 140 |
+
"precision_coffee": 0.9064843004498568,
|
| 141 |
+
"recall_coffee": 0.844545108166462,
|
| 142 |
+
"F1_noncoffee": 0.6550478598519054,
|
| 143 |
+
"IoU_noncoffee": 0.4870417617832684,
|
| 144 |
+
"kappa": 0.5310787596042148,
|
| 145 |
+
"n_pixels": 62239
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"OA": 0.8103439965295072,
|
| 149 |
+
"mIoU": 0.6282330746546536,
|
| 150 |
+
"macroF1": 0.7624902747209388,
|
| 151 |
+
"F1_coffee": 0.8691004258339248,
|
| 152 |
+
"IoU_coffee": 0.7685036281623848,
|
| 153 |
+
"precision_coffee": 0.9127032188941165,
|
| 154 |
+
"recall_coffee": 0.8294737733372847,
|
| 155 |
+
"F1_noncoffee": 0.6558801236079529,
|
| 156 |
+
"IoU_noncoffee": 0.4879625211469223,
|
| 157 |
+
"kappa": 0.5278136008359798,
|
| 158 |
+
"n_pixels": 62239
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"OA": 0.8129307990166937,
|
| 162 |
+
"mIoU": 0.6295232436338162,
|
| 163 |
+
"macroF1": 0.7631041172937552,
|
| 164 |
+
"F1_coffee": 0.8717491160239251,
|
| 165 |
+
"IoU_coffee": 0.7726553804698026,
|
| 166 |
+
"precision_coffee": 0.9087986036149835,
|
| 167 |
+
"recall_coffee": 0.8376021336945938,
|
| 168 |
+
"F1_noncoffee": 0.6544591185635851,
|
| 169 |
+
"IoU_noncoffee": 0.48639110679782965,
|
| 170 |
+
"kappa": 0.5283203387340102,
|
| 171 |
+
"n_pixels": 62239
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"OA": 0.8112758881087421,
|
| 175 |
+
"mIoU": 0.6301830063344194,
|
| 176 |
+
"macroF1": 0.7641504620204838,
|
| 177 |
+
"F1_coffee": 0.8695758383300022,
|
| 178 |
+
"IoU_coffee": 0.7692473920986975,
|
| 179 |
+
"precision_coffee": 0.9144985753655005,
|
| 180 |
+
"recall_coffee": 0.828859912789467,
|
| 181 |
+
"F1_noncoffee": 0.6587250857109652,
|
| 182 |
+
"IoU_noncoffee": 0.4911186205701412,
|
| 183 |
+
"kappa": 0.5312605997202302,
|
| 184 |
+
"n_pixels": 62239
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"OA": 0.8231976734844711,
|
| 188 |
+
"mIoU": 0.6435149686626431,
|
| 189 |
+
"macroF1": 0.7740343542712161,
|
| 190 |
+
"F1_coffee": 0.8794346444614879,
|
| 191 |
+
"IoU_coffee": 0.7848133445450457,
|
| 192 |
+
"precision_coffee": 0.9115335695466521,
|
| 193 |
+
"recall_coffee": 0.8495194953642945,
|
| 194 |
+
"F1_noncoffee": 0.6686340640809444,
|
| 195 |
+
"IoU_noncoffee": 0.5022165927802407,
|
| 196 |
+
"kappa": 0.5496037346090141,
|
| 197 |
+
"n_pixels": 62239
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"OA": 0.8219765741737496,
|
| 201 |
+
"mIoU": 0.6390055070095163,
|
| 202 |
+
"macroF1": 0.77003679247947,
|
| 203 |
+
"F1_coffee": 0.8793264937158292,
|
| 204 |
+
"IoU_coffee": 0.784641100896033,
|
| 205 |
+
"precision_coffee": 0.9056218592964824,
|
| 206 |
+
"recall_coffee": 0.8545150501672241,
|
| 207 |
+
"F1_noncoffee": 0.6607470912431108,
|
| 208 |
+
"IoU_noncoffee": 0.49336991312299955,
|
| 209 |
+
"kappa": 0.5411611030947509,
|
| 210 |
+
"n_pixels": 62239
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"OA": 0.8100226546056332,
|
| 214 |
+
"mIoU": 0.6323529663904949,
|
| 215 |
+
"macroF1": 0.7665460410263882,
|
| 216 |
+
"F1_coffee": 0.8672921951110014,
|
| 217 |
+
"IoU_coffee": 0.7656804264679654,
|
| 218 |
+
"precision_coffee": 0.9230934633027523,
|
| 219 |
+
"recall_coffee": 0.8178527581389442,
|
| 220 |
+
"F1_noncoffee": 0.665799886941775,
|
| 221 |
+
"IoU_noncoffee": 0.49902550631302434,
|
| 222 |
+
"kappa": 0.5373496327237349,
|
| 223 |
+
"n_pixels": 62239
|
| 224 |
+
},
|
| 225 |
+
{
|
| 226 |
+
"OA": 0.8198717845723742,
|
| 227 |
+
"mIoU": 0.6422683017284893,
|
| 228 |
+
"macroF1": 0.7736384586279925,
|
| 229 |
+
"F1_coffee": 0.8759392256022663,
|
| 230 |
+
"IoU_coffee": 0.7792632262891571,
|
| 231 |
+
"precision_coffee": 0.9177507246376811,
|
| 232 |
+
"recall_coffee": 0.837771474535371,
|
| 233 |
+
"F1_noncoffee": 0.6713376916537187,
|
| 234 |
+
"IoU_noncoffee": 0.5052733771678214,
|
| 235 |
+
"kappa": 0.5497526773407994,
|
| 236 |
+
"n_pixels": 62239
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"OA": 0.8175902569128681,
|
| 240 |
+
"mIoU": 0.6370671588308761,
|
| 241 |
+
"macroF1": 0.7692369816346382,
|
| 242 |
+
"F1_coffee": 0.8748691157182378,
|
| 243 |
+
"IoU_coffee": 0.7775709723555573,
|
| 244 |
+
"precision_coffee": 0.9126405592475912,
|
| 245 |
+
"recall_coffee": 0.8400999110960586,
|
| 246 |
+
"F1_noncoffee": 0.6636048475510385,
|
| 247 |
+
"IoU_noncoffee": 0.49656334530619484,
|
| 248 |
+
"kappa": 0.5405894670101146,
|
| 249 |
+
"n_pixels": 62239
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"OA": 0.8130111344976623,
|
| 253 |
+
"mIoU": 0.6327048431664054,
|
| 254 |
+
"macroF1": 0.766159389547657,
|
| 255 |
+
"F1_coffee": 0.8708295411662856,
|
| 256 |
+
"IoU_coffee": 0.771211763780766,
|
| 257 |
+
"precision_coffee": 0.9153910770953892,
|
| 258 |
+
"recall_coffee": 0.8304051479615596,
|
| 259 |
+
"F1_noncoffee": 0.6614892379290285,
|
| 260 |
+
"IoU_noncoffee": 0.49419792255204487,
|
| 261 |
+
"kappa": 0.5352053177809415,
|
| 262 |
+
"n_pixels": 62239
|
| 263 |
+
},
|
| 264 |
+
{
|
| 265 |
+
"OA": 0.8060862160381754,
|
| 266 |
+
"mIoU": 0.6223155671543783,
|
| 267 |
+
"macroF1": 0.7577735563713726,
|
| 268 |
+
"F1_coffee": 0.8659521297273283,
|
| 269 |
+
"IoU_coffee": 0.7635939826059703,
|
| 270 |
+
"precision_coffee": 0.9109667468978572,
|
| 271 |
+
"recall_coffee": 0.8251767495025613,
|
| 272 |
+
"F1_noncoffee": 0.6495949830154167,
|
| 273 |
+
"IoU_noncoffee": 0.4810371517027864,
|
| 274 |
+
"kappa": 0.5186196758102677,
|
| 275 |
+
"n_pixels": 62239
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"OA": 0.8033226754928582,
|
| 279 |
+
"mIoU": 0.6214085800633279,
|
| 280 |
+
"macroF1": 0.7575791500229581,
|
| 281 |
+
"F1_coffee": 0.8628843461215345,
|
| 282 |
+
"IoU_coffee": 0.75883604554947,
|
| 283 |
+
"precision_coffee": 0.9163514381557348,
|
| 284 |
+
"recall_coffee": 0.815312645527285,
|
| 285 |
+
"F1_noncoffee": 0.6522739539243815,
|
| 286 |
+
"IoU_noncoffee": 0.48398111457718573,
|
| 287 |
+
"kappa": 0.5193084678036543,
|
| 288 |
+
"n_pixels": 62239
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"OA": 0.8082231398319382,
|
| 292 |
+
"mIoU": 0.6260936570737878,
|
| 293 |
+
"macroF1": 0.7609347141192722,
|
| 294 |
+
"F1_coffee": 0.8672597864768683,
|
| 295 |
+
"IoU_coffee": 0.7656299088909834,
|
| 296 |
+
"precision_coffee": 0.913632316415952,
|
| 297 |
+
"recall_coffee": 0.8253672579484357,
|
| 298 |
+
"F1_noncoffee": 0.654609641761676,
|
| 299 |
+
"IoU_noncoffee": 0.48655740525659225,
|
| 300 |
+
"kappa": 0.5250531229014542,
|
| 301 |
+
"n_pixels": 62239
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"OA": 0.8271662462443162,
|
| 305 |
+
"mIoU": 0.64875829631182,
|
| 306 |
+
"macroF1": 0.7780431859679413,
|
| 307 |
+
"F1_coffee": 0.8824615653580131,
|
| 308 |
+
"IoU_coffee": 0.7896476201650436,
|
| 309 |
+
"precision_coffee": 0.9120084919935858,
|
| 310 |
+
"recall_coffee": 0.85476906142839,
|
| 311 |
+
"F1_noncoffee": 0.6736248065778695,
|
| 312 |
+
"IoU_noncoffee": 0.5078689724585964,
|
| 313 |
+
"kappa": 0.5573763985507986,
|
| 314 |
+
"n_pixels": 62239
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"OA": 0.8049293851122287,
|
| 318 |
+
"mIoU": 0.6244083367343384,
|
| 319 |
+
"macroF1": 0.7601112469217963,
|
| 320 |
+
"F1_coffee": 0.8638000471163662,
|
| 321 |
+
"IoU_coffee": 0.7602535494954681,
|
| 322 |
+
"precision_coffee": 0.9188763454975059,
|
| 323 |
+
"recall_coffee": 0.8149527962406333,
|
| 324 |
+
"F1_noncoffee": 0.6564224467272264,
|
| 325 |
+
"IoU_noncoffee": 0.48856312397320867,
|
| 326 |
+
"kappa": 0.524531576750509,
|
| 327 |
+
"n_pixels": 62239
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"OA": 0.7988720898472019,
|
| 331 |
+
"mIoU": 0.6193196484184936,
|
| 332 |
+
"macroF1": 0.7566495362149552,
|
| 333 |
+
"F1_coffee": 0.8580146091375165,
|
| 334 |
+
"IoU_coffee": 0.7513358892354145,
|
| 335 |
+
"precision_coffee": 0.9242705635110698,
|
| 336 |
+
"recall_coffee": 0.8006223275898565,
|
| 337 |
+
"F1_noncoffee": 0.6552844632923941,
|
| 338 |
+
"IoU_noncoffee": 0.48730340760157276,
|
| 339 |
+
"kappa": 0.5192962415917203,
|
| 340 |
+
"n_pixels": 62239
|
| 341 |
+
},
|
| 342 |
+
{
|
| 343 |
+
"OA": 0.8044634393226112,
|
| 344 |
+
"mIoU": 0.6239414366499882,
|
| 345 |
+
"macroF1": 0.7597718877127428,
|
| 346 |
+
"F1_coffee": 0.863387364734408,
|
| 347 |
+
"IoU_coffee": 0.7596144349852846,
|
| 348 |
+
"precision_coffee": 0.9191004254098752,
|
| 349 |
+
"recall_coffee": 0.8140425892214554,
|
| 350 |
+
"F1_noncoffee": 0.6561564106910776,
|
| 351 |
+
"IoU_noncoffee": 0.4882684383146918,
|
| 352 |
+
"kappa": 0.5239464237469571,
|
| 353 |
+
"n_pixels": 62239
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"OA": 0.7799611176272112,
|
| 357 |
+
"mIoU": 0.5992817061630543,
|
| 358 |
+
"macroF1": 0.7415500322676957,
|
| 359 |
+
"F1_coffee": 0.8411860888522955,
|
| 360 |
+
"IoU_coffee": 0.7259026499079337,
|
| 361 |
+
"precision_coffee": 0.9301890179785078,
|
| 362 |
+
"recall_coffee": 0.7677278692688709,
|
| 363 |
+
"F1_noncoffee": 0.6419139756830958,
|
| 364 |
+
"IoU_noncoffee": 0.47266076241817484,
|
| 365 |
+
"kappa": 0.49355443264657156,
|
| 366 |
+
"n_pixels": 62239
|
| 367 |
+
},
|
| 368 |
+
{
|
| 369 |
+
"OA": 0.8014749594305821,
|
| 370 |
+
"mIoU": 0.6204514644926686,
|
| 371 |
+
"macroF1": 0.7571049678366932,
|
| 372 |
+
"F1_coffee": 0.8609185051778478,
|
| 373 |
+
"IoU_coffee": 0.7558006245306138,
|
| 374 |
+
"precision_coffee": 0.9193230443771335,
|
| 375 |
+
"recall_coffee": 0.8094915541255663,
|
| 376 |
+
"F1_noncoffee": 0.6532914304955385,
|
| 377 |
+
"IoU_noncoffee": 0.4851023044547235,
|
| 378 |
+
"kappa": 0.5190489070455854,
|
| 379 |
+
"n_pixels": 62239
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"OA": 0.8054435321904272,
|
| 383 |
+
"mIoU": 0.6262053596138427,
|
| 384 |
+
"macroF1": 0.761732048750529,
|
| 385 |
+
"F1_coffee": 0.8637861795111196,
|
| 386 |
+
"IoU_coffee": 0.7602320654218562,
|
| 387 |
+
"precision_coffee": 0.9217140799423839,
|
| 388 |
+
"recall_coffee": 0.8127090301003345,
|
| 389 |
+
"F1_noncoffee": 0.6596779179899385,
|
| 390 |
+
"IoU_noncoffee": 0.4921786538058293,
|
| 391 |
+
"kappa": 0.5281208470274676,
|
| 392 |
+
"n_pixels": 62239
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"OA": 0.8151641253876187,
|
| 396 |
+
"mIoU": 0.6361763696191419,
|
| 397 |
+
"macroF1": 0.7689681334161884,
|
| 398 |
+
"F1_coffee": 0.8722771177972688,
|
| 399 |
+
"IoU_coffee": 0.7734853407368028,
|
| 400 |
+
"precision_coffee": 0.9172270477257869,
|
| 401 |
+
"recall_coffee": 0.8315270310317091,
|
| 402 |
+
"F1_noncoffee": 0.6656591490351081,
|
| 403 |
+
"IoU_noncoffee": 0.4988673985014811,
|
| 404 |
+
"kappa": 0.5408229904188824,
|
| 405 |
+
"n_pixels": 62239
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"OA": 0.8128665306319189,
|
| 409 |
+
"mIoU": 0.6333627218240652,
|
| 410 |
+
"macroF1": 0.7668268819542536,
|
| 411 |
+
"F1_coffee": 0.870437732910618,
|
| 412 |
+
"IoU_coffee": 0.7705973882728329,
|
| 413 |
+
"precision_coffee": 0.9172625606639627,
|
| 414 |
+
"recall_coffee": 0.8281613818212608,
|
| 415 |
+
"F1_noncoffee": 0.6632160309978892,
|
| 416 |
+
"IoU_noncoffee": 0.4961280553752974,
|
| 417 |
+
"kappa": 0.5367914857981625,
|
| 418 |
+
"n_pixels": 62239
|
| 419 |
+
},
|
| 420 |
+
{
|
| 421 |
+
"OA": 0.8100387217018268,
|
| 422 |
+
"mIoU": 0.6286888423591162,
|
| 423 |
+
"macroF1": 0.7630078286512516,
|
| 424 |
+
"F1_coffee": 0.868582226421386,
|
| 425 |
+
"IoU_coffee": 0.7676936377569065,
|
| 426 |
+
"precision_coffee": 0.9145191114856166,
|
| 427 |
+
"recall_coffee": 0.8270394987511113,
|
| 428 |
+
"F1_noncoffee": 0.6574334308811173,
|
| 429 |
+
"IoU_noncoffee": 0.48968404696132595,
|
| 430 |
+
"kappa": 0.5291126870467551,
|
| 431 |
+
"n_pixels": 62239
|
| 432 |
+
},
|
| 433 |
+
{
|
| 434 |
+
"OA": 0.8075001205032215,
|
| 435 |
+
"mIoU": 0.6254694473743149,
|
| 436 |
+
"macroF1": 0.7605060765676631,
|
| 437 |
+
"F1_coffee": 0.8665946620049215,
|
| 438 |
+
"IoU_coffee": 0.7645937714903233,
|
| 439 |
+
"precision_coffee": 0.9141823478281298,
|
| 440 |
+
"recall_coffee": 0.8237161847508573,
|
| 441 |
+
"F1_noncoffee": 0.6544174911304047,
|
| 442 |
+
"IoU_noncoffee": 0.48634512325830653,
|
| 443 |
+
"kappa": 0.5243509400104245,
|
| 444 |
+
"n_pixels": 62239
|
| 445 |
+
},
|
| 446 |
+
{
|
| 447 |
+
"OA": 0.8041902986873183,
|
| 448 |
+
"mIoU": 0.6218169590180728,
|
| 449 |
+
"macroF1": 0.7577615303274952,
|
| 450 |
+
"F1_coffee": 0.8638126208276062,
|
| 451 |
+
"IoU_coffee": 0.7602730294863977,
|
| 452 |
+
"precision_coffee": 0.9149011717363001,
|
| 453 |
+
"recall_coffee": 0.8181279370052073,
|
| 454 |
+
"F1_noncoffee": 0.6517104398273842,
|
| 455 |
+
"IoU_noncoffee": 0.4833608885497478,
|
| 456 |
+
"kappa": 0.5193559472402421,
|
| 457 |
+
"n_pixels": 62239
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"OA": 0.8014910265267758,
|
| 461 |
+
"mIoU": 0.6212323029565835,
|
| 462 |
+
"macroF1": 0.7578666454835192,
|
| 463 |
+
"F1_coffee": 0.860642701647924,
|
| 464 |
+
"IoU_coffee": 0.75537559893874,
|
| 465 |
+
"precision_coffee": 0.9211879753712423,
|
| 466 |
+
"recall_coffee": 0.8075653020617247,
|
| 467 |
+
"F1_noncoffee": 0.6550905893191145,
|
| 468 |
+
"IoU_noncoffee": 0.4870890069744271,
|
| 469 |
+
"kappa": 0.5208560661066588,
|
| 470 |
+
"n_pixels": 62239
|
| 471 |
+
},
|
| 472 |
+
{
|
| 473 |
+
"OA": 0.80224618004788,
|
| 474 |
+
"mIoU": 0.6180011562194936,
|
| 475 |
+
"macroF1": 0.7544944437577463,
|
| 476 |
+
"F1_coffee": 0.8627687093033628,
|
| 477 |
+
"IoU_coffee": 0.7586572022432252,
|
| 478 |
+
"precision_coffee": 0.9115110964519625,
|
| 479 |
+
"recall_coffee": 0.8189746412090936,
|
| 480 |
+
"F1_noncoffee": 0.64622017821213,
|
| 481 |
+
"IoU_noncoffee": 0.47734511019576203,
|
| 482 |
+
"kappa": 0.5125820027152966,
|
| 483 |
+
"n_pixels": 62239
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"OA": 0.7949356512797442,
|
| 487 |
+
"mIoU": 0.6118229971325015,
|
| 488 |
+
"macroF1": 0.7502357227205887,
|
| 489 |
+
"F1_coffee": 0.8558976617100792,
|
| 490 |
+
"IoU_coffee": 0.7480953696759168,
|
| 491 |
+
"precision_coffee": 0.9171485953492874,
|
| 492 |
+
"recall_coffee": 0.8023157359976292,
|
| 493 |
+
"F1_noncoffee": 0.6445737837310981,
|
| 494 |
+
"IoU_noncoffee": 0.47555062458908615,
|
| 495 |
+
"kappa": 0.5059068673850831,
|
| 496 |
+
"n_pixels": 62239
|
| 497 |
+
},
|
| 498 |
+
{
|
| 499 |
+
"OA": 0.7970243737849259,
|
| 500 |
+
"mIoU": 0.6127331338339276,
|
| 501 |
+
"macroF1": 0.7506028291381559,
|
| 502 |
+
"F1_coffee": 0.858201165100852,
|
| 503 |
+
"IoU_coffee": 0.7516220360976761,
|
| 504 |
+
"precision_coffee": 0.9134985304308346,
|
| 505 |
+
"recall_coffee": 0.8092163752593031,
|
| 506 |
+
"F1_noncoffee": 0.6430044931754599,
|
| 507 |
+
"IoU_noncoffee": 0.4738442315701791,
|
| 508 |
+
"kappa": 0.505765152025101,
|
| 509 |
+
"n_pixels": 62239
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"OA": 0.8021658445669114,
|
| 513 |
+
"mIoU": 0.6173142431934041,
|
| 514 |
+
"macroF1": 0.7538346894984773,
|
| 515 |
+
"F1_coffee": 0.8629101395058841,
|
| 516 |
+
"IoU_coffee": 0.7588759424263194,
|
| 517 |
+
"precision_coffee": 0.9102055196711685,
|
| 518 |
+
"recall_coffee": 0.8202870327251175,
|
| 519 |
+
"F1_noncoffee": 0.6447592394910706,
|
| 520 |
+
"IoU_noncoffee": 0.47575254396048877,
|
| 521 |
+
"kappa": 0.5110899994579333,
|
| 522 |
+
"n_pixels": 62239
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"OA": 0.7837529523289256,
|
| 526 |
+
"mIoU": 0.598188864055661,
|
| 527 |
+
"macroF1": 0.7394189394498576,
|
| 528 |
+
"F1_coffee": 0.8469019804120076,
|
| 529 |
+
"IoU_coffee": 0.7344579264082075,
|
| 530 |
+
"precision_coffee": 0.9153409230617915,
|
| 531 |
+
"recall_coffee": 0.7879852673468524,
|
| 532 |
+
"F1_noncoffee": 0.6319358984877075,
|
| 533 |
+
"IoU_noncoffee": 0.46191980170311436,
|
| 534 |
+
"kappa": 0.4857493353247548,
|
| 535 |
+
"n_pixels": 62239
|
| 536 |
+
},
|
| 537 |
+
{
|
| 538 |
+
"OA": 0.7952569932036183,
|
| 539 |
+
"mIoU": 0.6126046698625116,
|
| 540 |
+
"macroF1": 0.7509318546390245,
|
| 541 |
+
"F1_coffee": 0.8560031640205661,
|
| 542 |
+
"IoU_coffee": 0.7482565834963156,
|
| 543 |
+
"precision_coffee": 0.918139286839745,
|
| 544 |
+
"recall_coffee": 0.8017442106600059,
|
| 545 |
+
"F1_noncoffee": 0.6458605452574827,
|
| 546 |
+
"IoU_noncoffee": 0.4769527562287075,
|
| 547 |
+
"kappa": 0.5074122165625292,
|
| 548 |
+
"n_pixels": 62239
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"OA": 0.7981169363260978,
|
| 552 |
+
"mIoU": 0.6121554100028745,
|
| 553 |
+
"macroF1": 0.7497417909194588,
|
| 554 |
+
"F1_coffee": 0.8597703201901722,
|
| 555 |
+
"IoU_coffee": 0.7540325738000156,
|
| 556 |
+
"precision_coffee": 0.9093033686645735,
|
| 557 |
+
"recall_coffee": 0.8153549807374794,
|
| 558 |
+
"F1_noncoffee": 0.6397132616487455,
|
| 559 |
+
"IoU_noncoffee": 0.47027824620573355,
|
| 560 |
+
"kappa": 0.503270628783841,
|
| 561 |
+
"n_pixels": 62239
|
| 562 |
+
},
|
| 563 |
+
{
|
| 564 |
+
"OA": 0.783399476212664,
|
| 565 |
+
"mIoU": 0.5962564021871916,
|
| 566 |
+
"macroF1": 0.7375327520105996,
|
| 567 |
+
"F1_coffee": 0.8472529091176904,
|
| 568 |
+
"IoU_coffee": 0.7349859442882699,
|
| 569 |
+
"precision_coffee": 0.911568938193344,
|
| 570 |
+
"recall_coffee": 0.7914144193725922,
|
| 571 |
+
"F1_noncoffee": 0.627812594903509,
|
| 572 |
+
"IoU_noncoffee": 0.4575268600861132,
|
| 573 |
+
"kappa": 0.48135646659584613,
|
| 574 |
+
"n_pixels": 62239
|
| 575 |
+
},
|
| 576 |
+
{
|
| 577 |
+
"OA": 0.8024550522983981,
|
| 578 |
+
"mIoU": 0.6128106022810316,
|
| 579 |
+
"macroF1": 0.7492660066078036,
|
| 580 |
+
"F1_coffee": 0.8647489137011165,
|
| 581 |
+
"IoU_coffee": 0.7617248062015504,
|
| 582 |
+
"precision_coffee": 0.9001900922978265,
|
| 583 |
+
"recall_coffee": 0.8319927183438466,
|
| 584 |
+
"F1_noncoffee": 0.6337830995144909,
|
| 585 |
+
"IoU_noncoffee": 0.4638963983605128,
|
| 586 |
+
"kappa": 0.500627909277753,
|
| 587 |
+
"n_pixels": 62239
|
| 588 |
+
},
|
| 589 |
+
{
|
| 590 |
+
"OA": 0.7951927248188435,
|
| 591 |
+
"mIoU": 0.6105352859473395,
|
| 592 |
+
"macroF1": 0.7488814798318864,
|
| 593 |
+
"F1_coffee": 0.856722155405937,
|
| 594 |
+
"IoU_coffee": 0.7493560375169593,
|
| 595 |
+
"precision_coffee": 0.9133612941881366,
|
| 596 |
+
"recall_coffee": 0.8066974302527412,
|
| 597 |
+
"F1_noncoffee": 0.6410408042578356,
|
| 598 |
+
"IoU_noncoffee": 0.47171453437771976,
|
| 599 |
+
"kappa": 0.5025554232287576,
|
| 600 |
+
"n_pixels": 62239
|
| 601 |
+
},
|
| 602 |
+
{
|
| 603 |
+
"OA": 0.7500120503221452,
|
| 604 |
+
"mIoU": 0.5628935390668177,
|
| 605 |
+
"macroF1": 0.7117646728661898,
|
| 606 |
+
"F1_coffee": 0.8167610792476828,
|
| 607 |
+
"IoU_coffee": 0.6902757041903056,
|
| 608 |
+
"precision_coffee": 0.9205447450157955,
|
| 609 |
+
"recall_coffee": 0.7340078743490961,
|
| 610 |
+
"F1_noncoffee": 0.6067682664846968,
|
| 611 |
+
"IoU_noncoffee": 0.43551137394332984,
|
| 612 |
+
"kappa": 0.4388362939829511,
|
| 613 |
+
"n_pixels": 62239
|
| 614 |
+
},
|
| 615 |
+
{
|
| 616 |
+
"OA": 0.7752534584424557,
|
| 617 |
+
"mIoU": 0.5864453358712443,
|
| 618 |
+
"macroF1": 0.7296036486948562,
|
| 619 |
+
"F1_coffee": 0.8407051428050836,
|
| 620 |
+
"IoU_coffee": 0.7251866404715128,
|
| 621 |
+
"precision_coffee": 0.9098348533399063,
|
| 622 |
+
"recall_coffee": 0.7813386393463444,
|
| 623 |
+
"F1_noncoffee": 0.6185021545846288,
|
| 624 |
+
"IoU_noncoffee": 0.44770403127097563,
|
| 625 |
+
"kappa": 0.46658229860183137,
|
| 626 |
+
"n_pixels": 62239
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"OA": 0.7900512540368579,
|
| 630 |
+
"mIoU": 0.6007277198112473,
|
| 631 |
+
"macroF1": 0.7403151401468551,
|
| 632 |
+
"F1_coffee": 0.8539624708025526,
|
| 633 |
+
"IoU_coffee": 0.7451435481354346,
|
| 634 |
+
"precision_coffee": 0.9045815082277732,
|
| 635 |
+
"recall_coffee": 0.8087083527369714,
|
| 636 |
+
"F1_noncoffee": 0.6266678094911574,
|
| 637 |
+
"IoU_noncoffee": 0.45631189148706,
|
| 638 |
+
"kappa": 0.4847548366249932,
|
| 639 |
+
"n_pixels": 62239
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"OA": 0.7573386461864747,
|
| 643 |
+
"mIoU": 0.5687037531265156,
|
| 644 |
+
"macroF1": 0.7158919664819857,
|
| 645 |
+
"F1_coffee": 0.8244061806048064,
|
| 646 |
+
"IoU_coffee": 0.7012678758628874,
|
| 647 |
+
"precision_coffee": 0.9144935386520158,
|
| 648 |
+
"recall_coffee": 0.7504762711146861,
|
| 649 |
+
"F1_noncoffee": 0.607377752359165,
|
| 650 |
+
"IoU_noncoffee": 0.43613963039014375,
|
| 651 |
+
"kappa": 0.4438515856296834,
|
| 652 |
+
"n_pixels": 62239
|
| 653 |
+
},
|
| 654 |
+
{
|
| 655 |
+
"OA": 0.7879143302430952,
|
| 656 |
+
"mIoU": 0.6004258585369951,
|
| 657 |
+
"macroF1": 0.7405832880541641,
|
| 658 |
+
"F1_coffee": 0.8513915158065388,
|
| 659 |
+
"IoU_coffee": 0.741237355916255,
|
| 660 |
+
"precision_coffee": 0.9093357702852196,
|
| 661 |
+
"recall_coffee": 0.8003894839337877,
|
| 662 |
+
"F1_noncoffee": 0.6297750603017894,
|
| 663 |
+
"IoU_noncoffee": 0.4596143611577353,
|
| 664 |
+
"kappa": 0.4863623604515552,
|
| 665 |
+
"n_pixels": 62239
|
| 666 |
+
},
|
| 667 |
+
{
|
| 668 |
+
"OA": 0.7844599045614487,
|
| 669 |
+
"mIoU": 0.5983091676385899,
|
| 670 |
+
"macroF1": 0.7393510293040513,
|
| 671 |
+
"F1_coffee": 0.8477834133278869,
|
| 672 |
+
"IoU_coffee": 0.7357847674945345,
|
| 673 |
+
"precision_coffee": 0.9136442564014772,
|
| 674 |
+
"recall_coffee": 0.7907793912196774,
|
| 675 |
+
"F1_noncoffee": 0.6309186452802157,
|
| 676 |
+
"IoU_noncoffee": 0.4608335677826454,
|
| 677 |
+
"kappa": 0.4851885321996207,
|
| 678 |
+
"n_pixels": 62239
|
| 679 |
+
},
|
| 680 |
+
{
|
| 681 |
+
"OA": 0.7956908048008483,
|
| 682 |
+
"mIoU": 0.6076924220158443,
|
| 683 |
+
"macroF1": 0.7458902899421997,
|
| 684 |
+
"F1_coffee": 0.8583838203848895,
|
| 685 |
+
"IoU_coffee": 0.7519022905529325,
|
| 686 |
+
"precision_coffee": 0.905710928319624,
|
| 687 |
+
"recall_coffee": 0.8157571652343254,
|
| 688 |
+
"F1_noncoffee": 0.6333967594995099,
|
| 689 |
+
"IoU_noncoffee": 0.46348255347875617,
|
| 690 |
+
"kappa": 0.49534768911565186,
|
| 691 |
+
"n_pixels": 62239
|
| 692 |
+
},
|
| 693 |
+
{
|
| 694 |
+
"OA": 0.766255884573981,
|
| 695 |
+
"mIoU": 0.5766548604510799,
|
| 696 |
+
"macroF1": 0.7218208475879366,
|
| 697 |
+
"F1_coffee": 0.8330004362100236,
|
| 698 |
+
"IoU_coffee": 0.713796698864866,
|
| 699 |
+
"precision_coffee": 0.9099869582664526,
|
| 700 |
+
"recall_coffee": 0.7680242157402312,
|
| 701 |
+
"F1_noncoffee": 0.6106412589658495,
|
| 702 |
+
"IoU_noncoffee": 0.43951302203729387,
|
| 703 |
+
"kappa": 0.4527735859615248,
|
| 704 |
+
"n_pixels": 62239
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"OA": 0.7729076623981748,
|
| 708 |
+
"mIoU": 0.5853895214303961,
|
| 709 |
+
"macroF1": 0.7291559444953986,
|
| 710 |
+
"F1_coffee": 0.8380131569899374,
|
| 711 |
+
"IoU_coffee": 0.721189884404466,
|
| 712 |
+
"precision_coffee": 0.9137258822353294,
|
| 713 |
+
"recall_coffee": 0.7738876423521442,
|
| 714 |
+
"F1_noncoffee": 0.6202987320008596,
|
| 715 |
+
"IoU_noncoffee": 0.4495891584563262,
|
| 716 |
+
"kappa": 0.4668918153375204,
|
| 717 |
+
"n_pixels": 62239
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"OA": 0.7629942640466588,
|
| 721 |
+
"mIoU": 0.5728178461437242,
|
| 722 |
+
"macroF1": 0.7186634363175093,
|
| 723 |
+
"F1_coffee": 0.8303410201851745,
|
| 724 |
+
"IoU_coffee": 0.709900094398993,
|
| 725 |
+
"precision_coffee": 0.9091756290456641,
|
| 726 |
+
"recall_coffee": 0.7640870411921595,
|
| 727 |
+
"F1_noncoffee": 0.6069858524498442,
|
| 728 |
+
"IoU_noncoffee": 0.43573559788845534,
|
| 729 |
+
"kappa": 0.44695910264299604,
|
| 730 |
+
"n_pixels": 62239
|
| 731 |
+
},
|
| 732 |
+
{
|
| 733 |
+
"OA": 0.78884622182233,
|
| 734 |
+
"mIoU": 0.5987741007499139,
|
| 735 |
+
"macroF1": 0.7386381025449134,
|
| 736 |
+
"F1_coffee": 0.8531915368976072,
|
| 737 |
+
"IoU_coffee": 0.7439703876875122,
|
| 738 |
+
"precision_coffee": 0.9033021099441764,
|
| 739 |
+
"recall_coffee": 0.8083485034503196,
|
| 740 |
+
"F1_noncoffee": 0.6240846681922196,
|
| 741 |
+
"IoU_noncoffee": 0.4535778138123155,
|
| 742 |
+
"kappa": 0.48136311473417476,
|
| 743 |
+
"n_pixels": 62239
|
| 744 |
+
},
|
| 745 |
+
{
|
| 746 |
+
"OA": 0.7734057423801797,
|
| 747 |
+
"mIoU": 0.5837459078826495,
|
| 748 |
+
"macroF1": 0.7272896194425156,
|
| 749 |
+
"F1_coffee": 0.8394339257454487,
|
| 750 |
+
"IoU_coffee": 0.7232969706482499,
|
| 751 |
+
"precision_coffee": 0.9082062526175754,
|
| 752 |
+
"recall_coffee": 0.7803437619067779,
|
| 753 |
+
"F1_noncoffee": 0.6151453131395824,
|
| 754 |
+
"IoU_noncoffee": 0.44419484511704893,
|
| 755 |
+
"kappa": 0.46197367361501457,
|
| 756 |
+
"n_pixels": 62239
|
| 757 |
+
}
|
| 758 |
+
],
|
| 759 |
+
"epoch_min": [
|
| 760 |
+
0.05102594296137492,
|
| 761 |
+
0.05111097494761149,
|
| 762 |
+
0.0510108749071757,
|
| 763 |
+
0.05087653398513794,
|
| 764 |
+
0.05097872416178385,
|
| 765 |
+
0.05105261405309041,
|
| 766 |
+
0.051222801208496094,
|
| 767 |
+
0.051171731948852536,
|
| 768 |
+
0.05116355021794637,
|
| 769 |
+
0.05070228974024455,
|
| 770 |
+
0.05063613255818685,
|
| 771 |
+
0.05120354890823364,
|
| 772 |
+
0.05118271112442017,
|
| 773 |
+
0.05055887699127197,
|
| 774 |
+
0.0508007287979126,
|
| 775 |
+
0.05072776079177856,
|
| 776 |
+
0.05109506050745646,
|
| 777 |
+
0.050810221831003824,
|
| 778 |
+
0.051045819123586016,
|
| 779 |
+
0.05105573733647664,
|
| 780 |
+
0.050806868076324466,
|
| 781 |
+
0.05081935326258342,
|
| 782 |
+
0.05075616836547851,
|
| 783 |
+
0.051143312454223634,
|
| 784 |
+
0.05136039654413859,
|
| 785 |
+
0.05110880136489868,
|
| 786 |
+
0.05084332625071208,
|
| 787 |
+
0.05081366300582886,
|
| 788 |
+
0.051012523969014484,
|
| 789 |
+
0.05149064461390177,
|
| 790 |
+
0.05120077133178711,
|
| 791 |
+
0.05132837295532226,
|
| 792 |
+
0.05068352222442627,
|
| 793 |
+
0.051310094197591145,
|
| 794 |
+
0.051269968350728355,
|
| 795 |
+
0.05134783585866292,
|
| 796 |
+
0.051056118806203206,
|
| 797 |
+
0.051237845420837404,
|
| 798 |
+
0.05101751486460368,
|
| 799 |
+
0.051464919249216715,
|
| 800 |
+
0.051137439409891766,
|
| 801 |
+
0.05107716719309489,
|
| 802 |
+
0.05080478191375733,
|
| 803 |
+
0.05080278317133586,
|
| 804 |
+
0.05151503086090088,
|
| 805 |
+
0.050828258196512856,
|
| 806 |
+
0.05080245733261109,
|
| 807 |
+
0.05081367095311483,
|
| 808 |
+
0.05063296953837077,
|
| 809 |
+
0.05077230930328369
|
| 810 |
+
],
|
| 811 |
+
"epoch0_val": {
|
| 812 |
+
"OA": 0.8263950256270184,
|
| 813 |
+
"mIoU": 0.6513659966751084,
|
| 814 |
+
"macroF1": 0.7806529515692023,
|
| 815 |
+
"F1_coffee": 0.8808197571171728,
|
| 816 |
+
"IoU_coffee": 0.7870222537598801,
|
| 817 |
+
"precision_coffee": 0.9195974112715631,
|
| 818 |
+
"recall_coffee": 0.8451801363193768,
|
| 819 |
+
"F1_noncoffee": 0.6804861460212319,
|
| 820 |
+
"IoU_noncoffee": 0.5157097395903366,
|
| 821 |
+
"kappa": 0.5633872736811573,
|
| 822 |
+
"n_pixels": 62239
|
| 823 |
+
},
|
| 824 |
+
"lr_body": [
|
| 825 |
+
2.5e-05,
|
| 826 |
+
5e-05,
|
| 827 |
+
7.500000000000001e-05,
|
| 828 |
+
0.0001,
|
| 829 |
+
9.9974040667753e-05,
|
| 830 |
+
9.989618989876674e-05,
|
| 831 |
+
9.976652934774739e-05,
|
| 832 |
+
9.958519501070805e-05,
|
| 833 |
+
9.935237708232758e-05,
|
| 834 |
+
9.906831975646284e-05,
|
| 835 |
+
9.873332097002285e-05,
|
| 836 |
+
9.834773209047426e-05,
|
| 837 |
+
9.791195754730537e-05,
|
| 838 |
+
9.742645440783539e-05,
|
| 839 |
+
9.689173189781402e-05,
|
| 840 |
+
9.630835086731387e-05,
|
| 841 |
+
9.567692320247624e-05,
|
| 842 |
+
9.499811118372708e-05,
|
| 843 |
+
9.427262679113617e-05,
|
| 844 |
+
9.350123095764848e-05,
|
| 845 |
+
9.268473277097048e-05,
|
| 846 |
+
9.182398862494892e-05,
|
| 847 |
+
9.091990132133194e-05,
|
| 848 |
+
8.997341912285467e-05,
|
| 849 |
+
8.898553475864266e-05,
|
| 850 |
+
8.79572843829759e-05,
|
| 851 |
+
8.688974648850643e-05,
|
| 852 |
+
8.578404077506806e-05,
|
| 853 |
+
8.464132697526618e-05,
|
| 854 |
+
8.346280363807822e-05,
|
| 855 |
+
8.224970687174143e-05,
|
| 856 |
+
8.100330904724591e-05,
|
| 857 |
+
7.972491746379318e-05,
|
| 858 |
+
7.841587297761988e-05,
|
| 859 |
+
7.70775485956247e-05,
|
| 860 |
+
7.571134803527377e-05,
|
| 861 |
+
7.431870425229486e-05,
|
| 862 |
+
7.290107793770468e-05,
|
| 863 |
+
7.145995598574579e-05,
|
| 864 |
+
6.999684993433972e-05,
|
| 865 |
+
6.851329437969265e-05,
|
| 866 |
+
6.701084536671562e-05,
|
| 867 |
+
6.549107875694857e-05,
|
| 868 |
+
6.395558857569898e-05,
|
| 869 |
+
6.240598534012955e-05,
|
| 870 |
+
6.084389437004813e-05,
|
| 871 |
+
5.927095408317154e-05,
|
| 872 |
+
5.768881427665178e-05,
|
| 873 |
+
5.6099134396666586e-05,
|
| 874 |
+
5.450358179788951e-05
|
| 875 |
+
],
|
| 876 |
+
"lr_groups": [
|
| 877 |
+
[
|
| 878 |
+
2.5e-05,
|
| 879 |
+
2.5e-05
|
| 880 |
+
],
|
| 881 |
+
[
|
| 882 |
+
5e-05,
|
| 883 |
+
5e-05
|
| 884 |
+
],
|
| 885 |
+
[
|
| 886 |
+
7.500000000000001e-05,
|
| 887 |
+
7.500000000000001e-05
|
| 888 |
+
],
|
| 889 |
+
[
|
| 890 |
+
0.0001,
|
| 891 |
+
0.0001
|
| 892 |
+
],
|
| 893 |
+
[
|
| 894 |
+
9.9974040667753e-05,
|
| 895 |
+
9.9974040667753e-05
|
| 896 |
+
],
|
| 897 |
+
[
|
| 898 |
+
9.989618989876674e-05,
|
| 899 |
+
9.989618989876674e-05
|
| 900 |
+
],
|
| 901 |
+
[
|
| 902 |
+
9.976652934774739e-05,
|
| 903 |
+
9.976652934774739e-05
|
| 904 |
+
],
|
| 905 |
+
[
|
| 906 |
+
9.958519501070805e-05,
|
| 907 |
+
9.958519501070805e-05
|
| 908 |
+
],
|
| 909 |
+
[
|
| 910 |
+
9.935237708232758e-05,
|
| 911 |
+
9.935237708232758e-05
|
| 912 |
+
],
|
| 913 |
+
[
|
| 914 |
+
9.906831975646284e-05,
|
| 915 |
+
9.906831975646284e-05
|
| 916 |
+
],
|
| 917 |
+
[
|
| 918 |
+
9.873332097002285e-05,
|
| 919 |
+
9.873332097002285e-05
|
| 920 |
+
],
|
| 921 |
+
[
|
| 922 |
+
9.834773209047426e-05,
|
| 923 |
+
9.834773209047426e-05
|
| 924 |
+
],
|
| 925 |
+
[
|
| 926 |
+
9.791195754730537e-05,
|
| 927 |
+
9.791195754730537e-05
|
| 928 |
+
],
|
| 929 |
+
[
|
| 930 |
+
9.742645440783539e-05,
|
| 931 |
+
9.742645440783539e-05
|
| 932 |
+
],
|
| 933 |
+
[
|
| 934 |
+
9.689173189781402e-05,
|
| 935 |
+
9.689173189781402e-05
|
| 936 |
+
],
|
| 937 |
+
[
|
| 938 |
+
9.630835086731387e-05,
|
| 939 |
+
9.630835086731387e-05
|
| 940 |
+
],
|
| 941 |
+
[
|
| 942 |
+
9.567692320247624e-05,
|
| 943 |
+
9.567692320247624e-05
|
| 944 |
+
],
|
| 945 |
+
[
|
| 946 |
+
9.499811118372708e-05,
|
| 947 |
+
9.499811118372708e-05
|
| 948 |
+
],
|
| 949 |
+
[
|
| 950 |
+
9.427262679113617e-05,
|
| 951 |
+
9.427262679113617e-05
|
| 952 |
+
],
|
| 953 |
+
[
|
| 954 |
+
9.350123095764848e-05,
|
| 955 |
+
9.350123095764848e-05
|
| 956 |
+
],
|
| 957 |
+
[
|
| 958 |
+
9.268473277097048e-05,
|
| 959 |
+
9.268473277097048e-05
|
| 960 |
+
],
|
| 961 |
+
[
|
| 962 |
+
9.182398862494892e-05,
|
| 963 |
+
9.182398862494892e-05
|
| 964 |
+
],
|
| 965 |
+
[
|
| 966 |
+
9.091990132133194e-05,
|
| 967 |
+
9.091990132133194e-05
|
| 968 |
+
],
|
| 969 |
+
[
|
| 970 |
+
8.997341912285467e-05,
|
| 971 |
+
8.997341912285467e-05
|
| 972 |
+
],
|
| 973 |
+
[
|
| 974 |
+
8.898553475864266e-05,
|
| 975 |
+
8.898553475864266e-05
|
| 976 |
+
],
|
| 977 |
+
[
|
| 978 |
+
8.79572843829759e-05,
|
| 979 |
+
8.79572843829759e-05
|
| 980 |
+
],
|
| 981 |
+
[
|
| 982 |
+
8.688974648850643e-05,
|
| 983 |
+
8.688974648850643e-05
|
| 984 |
+
],
|
| 985 |
+
[
|
| 986 |
+
8.578404077506806e-05,
|
| 987 |
+
8.578404077506806e-05
|
| 988 |
+
],
|
| 989 |
+
[
|
| 990 |
+
8.464132697526618e-05,
|
| 991 |
+
8.464132697526618e-05
|
| 992 |
+
],
|
| 993 |
+
[
|
| 994 |
+
8.346280363807822e-05,
|
| 995 |
+
8.346280363807822e-05
|
| 996 |
+
],
|
| 997 |
+
[
|
| 998 |
+
8.224970687174143e-05,
|
| 999 |
+
8.224970687174143e-05
|
| 1000 |
+
],
|
| 1001 |
+
[
|
| 1002 |
+
8.100330904724591e-05,
|
| 1003 |
+
8.100330904724591e-05
|
| 1004 |
+
],
|
| 1005 |
+
[
|
| 1006 |
+
7.972491746379318e-05,
|
| 1007 |
+
7.972491746379318e-05
|
| 1008 |
+
],
|
| 1009 |
+
[
|
| 1010 |
+
7.841587297761988e-05,
|
| 1011 |
+
7.841587297761988e-05
|
| 1012 |
+
],
|
| 1013 |
+
[
|
| 1014 |
+
7.70775485956247e-05,
|
| 1015 |
+
7.70775485956247e-05
|
| 1016 |
+
],
|
| 1017 |
+
[
|
| 1018 |
+
7.571134803527377e-05,
|
| 1019 |
+
7.571134803527377e-05
|
| 1020 |
+
],
|
| 1021 |
+
[
|
| 1022 |
+
7.431870425229486e-05,
|
| 1023 |
+
7.431870425229486e-05
|
| 1024 |
+
],
|
| 1025 |
+
[
|
| 1026 |
+
7.290107793770468e-05,
|
| 1027 |
+
7.290107793770468e-05
|
| 1028 |
+
],
|
| 1029 |
+
[
|
| 1030 |
+
7.145995598574579e-05,
|
| 1031 |
+
7.145995598574579e-05
|
| 1032 |
+
],
|
| 1033 |
+
[
|
| 1034 |
+
6.999684993433972e-05,
|
| 1035 |
+
6.999684993433972e-05
|
| 1036 |
+
],
|
| 1037 |
+
[
|
| 1038 |
+
6.851329437969265e-05,
|
| 1039 |
+
6.851329437969265e-05
|
| 1040 |
+
],
|
| 1041 |
+
[
|
| 1042 |
+
6.701084536671562e-05,
|
| 1043 |
+
6.701084536671562e-05
|
| 1044 |
+
],
|
| 1045 |
+
[
|
| 1046 |
+
6.549107875694857e-05,
|
| 1047 |
+
6.549107875694857e-05
|
| 1048 |
+
],
|
| 1049 |
+
[
|
| 1050 |
+
6.395558857569898e-05,
|
| 1051 |
+
6.395558857569898e-05
|
| 1052 |
+
],
|
| 1053 |
+
[
|
| 1054 |
+
6.240598534012955e-05,
|
| 1055 |
+
6.240598534012955e-05
|
| 1056 |
+
],
|
| 1057 |
+
[
|
| 1058 |
+
6.084389437004813e-05,
|
| 1059 |
+
6.084389437004813e-05
|
| 1060 |
+
],
|
| 1061 |
+
[
|
| 1062 |
+
5.927095408317154e-05,
|
| 1063 |
+
5.927095408317154e-05
|
| 1064 |
+
],
|
| 1065 |
+
[
|
| 1066 |
+
5.768881427665178e-05,
|
| 1067 |
+
5.768881427665178e-05
|
| 1068 |
+
],
|
| 1069 |
+
[
|
| 1070 |
+
5.6099134396666586e-05,
|
| 1071 |
+
5.6099134396666586e-05
|
| 1072 |
+
],
|
| 1073 |
+
[
|
| 1074 |
+
5.450358179788951e-05,
|
| 1075 |
+
5.450358179788951e-05
|
| 1076 |
+
]
|
| 1077 |
+
]
|
| 1078 |
+
}
|
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05/results.json
ADDED
|
@@ -0,0 +1,476 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_name": "vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f3_s0_r0.05",
|
| 3 |
+
"mode": "ssl_lpft",
|
| 4 |
+
"ssl_variant": "m75",
|
| 5 |
+
"lpft_variant": "",
|
| 6 |
+
"run_variant": "es50p30",
|
| 7 |
+
"preset": "M75_mask",
|
| 8 |
+
"early_stop": [
|
| 9 |
+
50,
|
| 10 |
+
30,
|
| 11 |
+
100
|
| 12 |
+
],
|
| 13 |
+
"init_source": {
|
| 14 |
+
"ssl": "FRD-23/ViCoffee_Checkpoint",
|
| 15 |
+
"probe": "m\u00e1y (t\u1ef1 train ho\u1eb7c c\u00f3 s\u1eb5n)"
|
| 16 |
+
},
|
| 17 |
+
"hf_repo_write": "FRD-23/ViCoffee_Checkpoint",
|
| 18 |
+
"recipe": null,
|
| 19 |
+
"steps_per_epoch": 64,
|
| 20 |
+
"lpft": {
|
| 21 |
+
"lr_body": 0.0001,
|
| 22 |
+
"lr_head": 0.0001,
|
| 23 |
+
"layer_decay": 1.0,
|
| 24 |
+
"warmup": 3,
|
| 25 |
+
"freeze_bn": true,
|
| 26 |
+
"ema": 0.99,
|
| 27 |
+
"l2sp": 0.0,
|
| 28 |
+
"init_from": "vc11_utae_cloudmask_ssl_lp_m75_es50p30_spatial_f3_s0_r0.05",
|
| 29 |
+
"val_epoch0": 0.6513659966751084
|
| 30 |
+
},
|
| 31 |
+
"experiment": "spatial",
|
| 32 |
+
"fold": 3,
|
| 33 |
+
"seed": 0,
|
| 34 |
+
"ratio": "0.05",
|
| 35 |
+
"train_years": [
|
| 36 |
+
"2023",
|
| 37 |
+
"2024",
|
| 38 |
+
"2025"
|
| 39 |
+
],
|
| 40 |
+
"test_years": [
|
| 41 |
+
"2023",
|
| 42 |
+
"2024",
|
| 43 |
+
"2025"
|
| 44 |
+
],
|
| 45 |
+
"subset_hash": "552386c7192e",
|
| 46 |
+
"n_blocks": 44,
|
| 47 |
+
"n_train_hard": 8765,
|
| 48 |
+
"n_train_soft": 1062,
|
| 49 |
+
"best_epoch": 0,
|
| 50 |
+
"stopped_epoch": 50,
|
| 51 |
+
"best_val": 0.6513659966751084,
|
| 52 |
+
"config": {
|
| 53 |
+
"tag": "vc11_utae_cloudmask",
|
| 54 |
+
"utae": {
|
| 55 |
+
"encoder_widths": [
|
| 56 |
+
64,
|
| 57 |
+
64,
|
| 58 |
+
64,
|
| 59 |
+
128
|
| 60 |
+
],
|
| 61 |
+
"decoder_widths": [
|
| 62 |
+
32,
|
| 63 |
+
32,
|
| 64 |
+
64,
|
| 65 |
+
128
|
| 66 |
+
],
|
| 67 |
+
"out_conv": [
|
| 68 |
+
32,
|
| 69 |
+
2
|
| 70 |
+
],
|
| 71 |
+
"str_conv_k": 4,
|
| 72 |
+
"str_conv_s": 2,
|
| 73 |
+
"str_conv_p": 1,
|
| 74 |
+
"agg_mode": "att_group",
|
| 75 |
+
"encoder_norm": "group",
|
| 76 |
+
"n_head": 16,
|
| 77 |
+
"d_model": 256,
|
| 78 |
+
"d_k": 4,
|
| 79 |
+
"pad_value": 0,
|
| 80 |
+
"padding_mode": "reflect"
|
| 81 |
+
},
|
| 82 |
+
"in_channels": 10,
|
| 83 |
+
"input": "cloud_masked_reflectance_10b",
|
| 84 |
+
"clear_scl": [
|
| 85 |
+
4,
|
| 86 |
+
5,
|
| 87 |
+
6,
|
| 88 |
+
7
|
| 89 |
+
],
|
| 90 |
+
"norm": [
|
| 91 |
+
"median_iqr_clear",
|
| 92 |
+
10.0,
|
| 93 |
+
40
|
| 94 |
+
],
|
| 95 |
+
"soft_frac": [
|
| 96 |
+
0.3,
|
| 97 |
+
0.7
|
| 98 |
+
],
|
| 99 |
+
"crop": 64,
|
| 100 |
+
"crops_per_epoch": 256,
|
| 101 |
+
"bs": 4,
|
| 102 |
+
"lr": 0.001,
|
| 103 |
+
"epochs": 100,
|
| 104 |
+
"early_stop": [
|
| 105 |
+
30,
|
| 106 |
+
50
|
| 107 |
+
],
|
| 108 |
+
"min_labeled": 32,
|
| 109 |
+
"experiment": "spatial",
|
| 110 |
+
"years": {
|
| 111 |
+
"train_years": [
|
| 112 |
+
"2023",
|
| 113 |
+
"2024",
|
| 114 |
+
"2025"
|
| 115 |
+
],
|
| 116 |
+
"test_years": [
|
| 117 |
+
"2023",
|
| 118 |
+
"2024",
|
| 119 |
+
"2025"
|
| 120 |
+
],
|
| 121 |
+
"label": "Ch\u1ed7 m\u1edbi (5 fold theo \u0111i\u1ec3m, \u0111\u1ee7 3 n\u0103m)"
|
| 122 |
+
},
|
| 123 |
+
"fold": 3,
|
| 124 |
+
"seed": 0,
|
| 125 |
+
"ratio": "0.05",
|
| 126 |
+
"subset_hash": "552386c7192e",
|
| 127 |
+
"mode": "ssl_lpft",
|
| 128 |
+
"ssl": {
|
| 129 |
+
"tag": "vc11_utae_cloudmask",
|
| 130 |
+
"kind": "ssl_temporal_masking",
|
| 131 |
+
"utae": {
|
| 132 |
+
"encoder_widths": [
|
| 133 |
+
64,
|
| 134 |
+
64,
|
| 135 |
+
64,
|
| 136 |
+
128
|
| 137 |
+
],
|
| 138 |
+
"decoder_widths": [
|
| 139 |
+
32,
|
| 140 |
+
32,
|
| 141 |
+
64,
|
| 142 |
+
128
|
| 143 |
+
],
|
| 144 |
+
"out_conv": [
|
| 145 |
+
32,
|
| 146 |
+
2
|
| 147 |
+
],
|
| 148 |
+
"str_conv_k": 4,
|
| 149 |
+
"str_conv_s": 2,
|
| 150 |
+
"str_conv_p": 1,
|
| 151 |
+
"agg_mode": "att_group",
|
| 152 |
+
"encoder_norm": "group",
|
| 153 |
+
"n_head": 16,
|
| 154 |
+
"d_model": 256,
|
| 155 |
+
"d_k": 4,
|
| 156 |
+
"pad_value": 0,
|
| 157 |
+
"padding_mode": "reflect"
|
| 158 |
+
},
|
| 159 |
+
"in_channels": 10,
|
| 160 |
+
"norm": [
|
| 161 |
+
"median_iqr_clear",
|
| 162 |
+
10.0,
|
| 163 |
+
40
|
| 164 |
+
],
|
| 165 |
+
"experiment": "spatial",
|
| 166 |
+
"years": [
|
| 167 |
+
"2023",
|
| 168 |
+
"2024",
|
| 169 |
+
"2025"
|
| 170 |
+
],
|
| 171 |
+
"fold": 3,
|
| 172 |
+
"ssl": [
|
| 173 |
+
100,
|
| 174 |
+
64,
|
| 175 |
+
4,
|
| 176 |
+
0.001,
|
| 177 |
+
0.75,
|
| 178 |
+
4,
|
| 179 |
+
0.2,
|
| 180 |
+
12,
|
| 181 |
+
15,
|
| 182 |
+
20
|
| 183 |
+
]
|
| 184 |
+
},
|
| 185 |
+
"ssl_ckpt": "9e73bdaa3eea",
|
| 186 |
+
"lpft": [
|
| 187 |
+
0.0001,
|
| 188 |
+
0.0001,
|
| 189 |
+
3,
|
| 190 |
+
true,
|
| 191 |
+
0.99,
|
| 192 |
+
0.0
|
| 193 |
+
],
|
| 194 |
+
"init": {
|
| 195 |
+
"from": "vc11_utae_cloudmask_ssl_lp_m75_es50p30_spatial_f3_s0_r0.05",
|
| 196 |
+
"sha1": "d364a60a02b3"
|
| 197 |
+
}
|
| 198 |
+
},
|
| 199 |
+
"norm_stats": {
|
| 200 |
+
"median": [
|
| 201 |
+
0.047200001776218414,
|
| 202 |
+
0.07329999655485153,
|
| 203 |
+
0.05999999865889549,
|
| 204 |
+
0.12160000205039978,
|
| 205 |
+
0.26269999146461487,
|
| 206 |
+
0.3181999921798706,
|
| 207 |
+
0.3240000009536743,
|
| 208 |
+
0.3540000021457672,
|
| 209 |
+
0.265500009059906,
|
| 210 |
+
0.14399999380111694
|
| 211 |
+
],
|
| 212 |
+
"scale": [
|
| 213 |
+
0.027502854832919994,
|
| 214 |
+
0.027058078920354483,
|
| 215 |
+
0.0366207168561951,
|
| 216 |
+
0.03180233138788109,
|
| 217 |
+
0.055523621340712766,
|
| 218 |
+
0.07383345905741133,
|
| 219 |
+
0.0701270133705111,
|
| 220 |
+
0.07442650097155165,
|
| 221 |
+
0.05685792146321064,
|
| 222 |
+
0.048703744265853964
|
| 223 |
+
],
|
| 224 |
+
"n_labeled_site_px": 1200000,
|
| 225 |
+
"n_unlabeled_px": 200000
|
| 226 |
+
},
|
| 227 |
+
"test": {
|
| 228 |
+
"OA": 0.8040086261575542,
|
| 229 |
+
"mIoU": 0.63349248255321,
|
| 230 |
+
"macroF1": 0.7690760868709936,
|
| 231 |
+
"F1_coffee": 0.8588912229427345,
|
| 232 |
+
"IoU_coffee": 0.7526812870177685,
|
| 233 |
+
"precision_coffee": 0.8561933809805617,
|
| 234 |
+
"recall_coffee": 0.8616061202986852,
|
| 235 |
+
"F1_noncoffee": 0.6792609507992526,
|
| 236 |
+
"IoU_noncoffee": 0.5143036780886514,
|
| 237 |
+
"kappa": 0.5381625963448761,
|
| 238 |
+
"n_pixels": 63064
|
| 239 |
+
},
|
| 240 |
+
"confusion": [
|
| 241 |
+
[
|
| 242 |
+
13088,
|
| 243 |
+
6318
|
| 244 |
+
],
|
| 245 |
+
[
|
| 246 |
+
6042,
|
| 247 |
+
37616
|
| 248 |
+
]
|
| 249 |
+
],
|
| 250 |
+
"test_all_drawn": {
|
| 251 |
+
"OA": 0.7767249336563978,
|
| 252 |
+
"mIoU": 0.5984202738903871,
|
| 253 |
+
"macroF1": 0.7415379387552813,
|
| 254 |
+
"F1_coffee": 0.8369030436477417,
|
| 255 |
+
"IoU_coffee": 0.7195471014492754,
|
| 256 |
+
"precision_coffee": 0.8373882610895598,
|
| 257 |
+
"recall_coffee": 0.8364183881904521,
|
| 258 |
+
"F1_noncoffee": 0.6461728338628209,
|
| 259 |
+
"IoU_noncoffee": 0.4772934463314988,
|
| 260 |
+
"kappa": 0.48307625403300847,
|
| 261 |
+
"n_pixels": 69336
|
| 262 |
+
},
|
| 263 |
+
"test_changed": {
|
| 264 |
+
"OA": 0.22365339578454332,
|
| 265 |
+
"mIoU": 0.11299850074962518,
|
| 266 |
+
"macroF1": 0.18628912071535023,
|
| 267 |
+
"F1_coffee": 0.36065573770491804,
|
| 268 |
+
"IoU_coffee": 0.22,
|
| 269 |
+
"precision_coffee": 1.0,
|
| 270 |
+
"recall_coffee": 0.22,
|
| 271 |
+
"F1_noncoffee": 0.011922503725782414,
|
| 272 |
+
"IoU_noncoffee": 0.005997001499250375,
|
| 273 |
+
"kappa": 0.0026352039288494995,
|
| 274 |
+
"n_pixels": 854
|
| 275 |
+
},
|
| 276 |
+
"test_per_year": {
|
| 277 |
+
"2023": {
|
| 278 |
+
"OA": 0.7983882573032091,
|
| 279 |
+
"mIoU": 0.6193819577247743,
|
| 280 |
+
"macroF1": 0.7568324797649005,
|
| 281 |
+
"F1_coffee": 0.8573561853045987,
|
| 282 |
+
"IoU_coffee": 0.7503267197338719,
|
| 283 |
+
"precision_coffee": 0.8373218428902883,
|
| 284 |
+
"recall_coffee": 0.8783727399165507,
|
| 285 |
+
"F1_noncoffee": 0.6563087742252024,
|
| 286 |
+
"IoU_noncoffee": 0.48843719571567673,
|
| 287 |
+
"kappa": 0.5143348715418473,
|
| 288 |
+
"n_pixels": 20847
|
| 289 |
+
},
|
| 290 |
+
"2024": {
|
| 291 |
+
"OA": 0.8181039406053684,
|
| 292 |
+
"mIoU": 0.6561766551864178,
|
| 293 |
+
"macroF1": 0.7869222782915228,
|
| 294 |
+
"F1_coffee": 0.8684337349397591,
|
| 295 |
+
"IoU_coffee": 0.7674616695059625,
|
| 296 |
+
"precision_coffee": 0.8695112704211759,
|
| 297 |
+
"recall_coffee": 0.8673588668087739,
|
| 298 |
+
"F1_noncoffee": 0.7054108216432866,
|
| 299 |
+
"IoU_noncoffee": 0.544891640866873,
|
| 300 |
+
"kappa": 0.5738460219672911,
|
| 301 |
+
"n_pixels": 21012
|
| 302 |
+
},
|
| 303 |
+
"2025": {
|
| 304 |
+
"OA": 0.7955670832350861,
|
| 305 |
+
"mIoU": 0.6248973545367051,
|
| 306 |
+
"macroF1": 0.7628899822471488,
|
| 307 |
+
"F1_coffee": 0.8509130928225057,
|
| 308 |
+
"IoU_coffee": 0.7405123907578116,
|
| 309 |
+
"precision_coffee": 0.8625714684144471,
|
| 310 |
+
"recall_coffee": 0.8395656599932134,
|
| 311 |
+
"F1_noncoffee": 0.6748668716717918,
|
| 312 |
+
"IoU_noncoffee": 0.5092823183155988,
|
| 313 |
+
"kappa": 0.525968813429336,
|
| 314 |
+
"n_pixels": 21205
|
| 315 |
+
}
|
| 316 |
+
},
|
| 317 |
+
"test_per_site": {
|
| 318 |
+
"p04:2023": {
|
| 319 |
+
"OA": 0.8306327160493827,
|
| 320 |
+
"mIoU": 0.6468536052749194,
|
| 321 |
+
"macroF1": 0.7754422082716051,
|
| 322 |
+
"F1_coffee": 0.8867681196801651,
|
| 323 |
+
"IoU_coffee": 0.7965708989805376,
|
| 324 |
+
"precision_coffee": 0.8550111912459587,
|
| 325 |
+
"recall_coffee": 0.9209750870613448,
|
| 326 |
+
"F1_noncoffee": 0.6641162968630452,
|
| 327 |
+
"IoU_noncoffee": 0.49713631156930127,
|
| 328 |
+
"kappa": 0.5527147833863177,
|
| 329 |
+
"n_pixels": 10368
|
| 330 |
+
},
|
| 331 |
+
"p04:2024": {
|
| 332 |
+
"OA": 0.8161764705882353,
|
| 333 |
+
"mIoU": 0.6394788645419567,
|
| 334 |
+
"macroF1": 0.7718700774594485,
|
| 335 |
+
"F1_coffee": 0.8724067077616491,
|
| 336 |
+
"IoU_coffee": 0.7736891605925229,
|
| 337 |
+
"precision_coffee": 0.8754822402554211,
|
| 338 |
+
"recall_coffee": 0.8693527080581241,
|
| 339 |
+
"F1_noncoffee": 0.6713334471572477,
|
| 340 |
+
"IoU_noncoffee": 0.5052685684913903,
|
| 341 |
+
"kappa": 0.5437546583938088,
|
| 342 |
+
"n_pixels": 10472
|
| 343 |
+
},
|
| 344 |
+
"p04:2025": {
|
| 345 |
+
"OA": 0.7902632323804133,
|
| 346 |
+
"mIoU": 0.6047892709044168,
|
| 347 |
+
"macroF1": 0.7443923949416471,
|
| 348 |
+
"F1_coffee": 0.8526741334747167,
|
| 349 |
+
"IoU_coffee": 0.7431839186691312,
|
| 350 |
+
"precision_coffee": 0.870147436764507,
|
| 351 |
+
"recall_coffee": 0.8358887733887734,
|
| 352 |
+
"F1_noncoffee": 0.6361106564085776,
|
| 353 |
+
"IoU_noncoffee": 0.46639462313970237,
|
| 354 |
+
"kappa": 0.48929344814502496,
|
| 355 |
+
"n_pixels": 10599
|
| 356 |
+
},
|
| 357 |
+
"p09:2023": {
|
| 358 |
+
"OA": 0.7664853516556923,
|
| 359 |
+
"mIoU": 0.5918324530416468,
|
| 360 |
+
"macroF1": 0.7375771464985958,
|
| 361 |
+
"F1_coffee": 0.8246757899262019,
|
| 362 |
+
"IoU_coffee": 0.7016581321628871,
|
| 363 |
+
"precision_coffee": 0.8171233849211984,
|
| 364 |
+
"recall_coffee": 0.8323691061614116,
|
| 365 |
+
"F1_noncoffee": 0.6504785030709899,
|
| 366 |
+
"IoU_noncoffee": 0.4820067739204064,
|
| 367 |
+
"kappa": 0.4752436615977894,
|
| 368 |
+
"n_pixels": 10479
|
| 369 |
+
},
|
| 370 |
+
"p09:2024": {
|
| 371 |
+
"OA": 0.8200189753320684,
|
| 372 |
+
"mIoU": 0.6699405100822569,
|
| 373 |
+
"macroF1": 0.7987980257061682,
|
| 374 |
+
"F1_coffee": 0.8641409439232257,
|
| 375 |
+
"IoU_coffee": 0.7607818411097099,
|
| 376 |
+
"precision_coffee": 0.8630901287553648,
|
| 377 |
+
"recall_coffee": 0.8651943209522444,
|
| 378 |
+
"F1_noncoffee": 0.7334551074891106,
|
| 379 |
+
"IoU_noncoffee": 0.5790991790548037,
|
| 380 |
+
"kappa": 0.5975972216743535,
|
| 381 |
+
"n_pixels": 10540
|
| 382 |
+
},
|
| 383 |
+
"p09:2025": {
|
| 384 |
+
"OA": 0.8008674335281916,
|
| 385 |
+
"mIoU": 0.6425987960848808,
|
| 386 |
+
"macroF1": 0.778327318052398,
|
| 387 |
+
"F1_coffee": 0.849013440091507,
|
| 388 |
+
"IoU_coffee": 0.737639751552795,
|
| 389 |
+
"precision_coffee": 0.8545114404950352,
|
| 390 |
+
"recall_coffee": 0.843585736610314,
|
| 391 |
+
"F1_noncoffee": 0.707641196013289,
|
| 392 |
+
"IoU_noncoffee": 0.5475578406169666,
|
| 393 |
+
"kappa": 0.5566901713255826,
|
| 394 |
+
"n_pixels": 10606
|
| 395 |
+
}
|
| 396 |
+
},
|
| 397 |
+
"acc_by_clear_obs": {
|
| 398 |
+
"bins": [
|
| 399 |
+
0,
|
| 400 |
+
10,
|
| 401 |
+
20,
|
| 402 |
+
30,
|
| 403 |
+
40,
|
| 404 |
+
50,
|
| 405 |
+
60,
|
| 406 |
+
1000
|
| 407 |
+
],
|
| 408 |
+
"correct_total": [
|
| 409 |
+
[
|
| 410 |
+
0,
|
| 411 |
+
0
|
| 412 |
+
],
|
| 413 |
+
[
|
| 414 |
+
0,
|
| 415 |
+
0
|
| 416 |
+
],
|
| 417 |
+
[
|
| 418 |
+
9016,
|
| 419 |
+
11000
|
| 420 |
+
],
|
| 421 |
+
[
|
| 422 |
+
41560,
|
| 423 |
+
51930
|
| 424 |
+
],
|
| 425 |
+
[
|
| 426 |
+
128,
|
| 427 |
+
134
|
| 428 |
+
],
|
| 429 |
+
[
|
| 430 |
+
0,
|
| 431 |
+
0
|
| 432 |
+
],
|
| 433 |
+
[
|
| 434 |
+
0,
|
| 435 |
+
0
|
| 436 |
+
]
|
| 437 |
+
]
|
| 438 |
+
},
|
| 439 |
+
"minutes": 2.550691525141398,
|
| 440 |
+
"test_tta": {
|
| 441 |
+
"OA": 0.8094158315362172,
|
| 442 |
+
"mIoU": 0.6385291510766835,
|
| 443 |
+
"macroF1": 0.7725648668067548,
|
| 444 |
+
"F1_coffee": 0.8641137830840371,
|
| 445 |
+
"IoU_coffee": 0.7607397380260381,
|
| 446 |
+
"precision_coffee": 0.8531847915875957,
|
| 447 |
+
"recall_coffee": 0.8753264006596729,
|
| 448 |
+
"F1_noncoffee": 0.6810159505294726,
|
| 449 |
+
"IoU_noncoffee": 0.516318564127329,
|
| 450 |
+
"kappa": 0.5453048746125907,
|
| 451 |
+
"n_pixels": 63064
|
| 452 |
+
},
|
| 453 |
+
"test_tta_all_drawn": {
|
| 454 |
+
"OA": 0.7821910695742471,
|
| 455 |
+
"mIoU": 0.602864152496178,
|
| 456 |
+
"macroF1": 0.7445819475056024,
|
| 457 |
+
"F1_coffee": 0.8425923995747431,
|
| 458 |
+
"IoU_coffee": 0.7279997118259429,
|
| 459 |
+
"precision_coffee": 0.8341760396243938,
|
| 460 |
+
"recall_coffee": 0.8511803230357782,
|
| 461 |
+
"F1_noncoffee": 0.6465714954364615,
|
| 462 |
+
"IoU_noncoffee": 0.4777285931664131,
|
| 463 |
+
"kappa": 0.48928062740353834,
|
| 464 |
+
"n_pixels": 69336
|
| 465 |
+
},
|
| 466 |
+
"confusion_tta": [
|
| 467 |
+
[
|
| 468 |
+
12830,
|
| 469 |
+
6576
|
| 470 |
+
],
|
| 471 |
+
[
|
| 472 |
+
5443,
|
| 473 |
+
38215
|
| 474 |
+
]
|
| 475 |
+
]
|
| 476 |
+
}
|