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FLAIR-HUB_LPIS-J_swinbase-upernet / model_utils /FLAIR-HUB_LPIS-J_swinbase-upernet_metrics.json
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{
"Avg_metrics_name": [
"mIoU",
"Overall Accuracy",
"F-score",
"Precision",
"Recall"
],
"Avg_metrics": [
32.348886781339715,
87.96678373047115,
43.04047484264003,
50.9591835789898,
42.599587945766025
],
"classes": [
"grasses",
"wheat",
"barley",
"maize",
"other cereals",
"rice",
"flax/hemp/tobacco",
"sunflower",
"rapeseed",
"other oilseed crops",
"soy",
"other protein crops",
"fodder legumes",
"beetroots",
"potatoes",
"other arable crops",
"vineyard",
"olive groves",
"fruits orchards",
"nut orchards",
"other permanent crops",
"mixed crops",
"background"
],
"per_class_iou": [
52.02170998361968,
57.4469969862987,
30.96378724902816,
78.2962122765273,
8.154872014928872,
0.0,
10.614578212141971,
45.821570678372076,
71.8861781836603,
0.0,
33.675475959982414,
8.92518771809165,
27.194052731721772,
75.30692161243329,
14.367511206156083,
22.10200429616209,
44.5522884634143,
16.376519291514683,
36.56768642616151,
6.597776500807359,
12.121746198242187,
2.3027761036578527,
88.72854387789127
],
"per_class_fscore": [
68.4398432161104,
72.97312503368715,
47.286029061072284,
87.82711789198787,
15.079990134523456,
0.0,
19.192005942986686,
62.84608026810704,
83.64393105168696,
0.0,
50.38392527596256,
16.38773897033045,
42.7599437987554,
85.91437339698548,
25.125161953131176,
36.2025249684731,
61.64176152035163,
28.144026632198376,
53.552472598900884,
12.37882574550209,
21.62247130330945,
4.501883900637408,
94.0276887160209
],
"per_class_precision": [
73.20207866328997,
64.92281713425335,
72.74184081329093,
84.7738380716882,
18.586268892257483,
0.0,
88.65641332754568,
53.612608070623104,
82.53463939024422,
0.0,
62.53727293722319,
18.951217104201437,
44.099842599708985,
84.13755316256159,
19.450299493736047,
39.779412541639864,
56.81958615271198,
55.58794534205344,
47.560773561365814,
19.693380142880404,
84.15953801004957,
7.38977924809889,
92.86411765734147
],
"per_class_recall": [
64.25938384720786,
83.30247629335338,
35.02805524152927,
91.10855370780513,
12.68666502267115,
0.0,
10.760723374716747,
75.9217637725178,
84.78344740419872,
0.0,
42.18566215388348,
14.43513819912885,
41.499065200886456,
87.76785856707023,
35.475602233073175,
33.21582265914094,
67.35834201029196,
18.841786005886732,
61.27143921540587,
9.026270437869341,
12.404766961275183,
3.236911999592931,
95.22078844511323
]
}