FLAIR-HUB_LC-I_swinbase-upernet / model_utils /FLAIR-HUB_LC-I_swinbase-upernet_metrics.json
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{
"Avg_metrics_name": [
"mIoU",
"Overall Accuracy",
"F-score",
"Precision",
"Recall"
],
"Avg_metrics": [
43.487881211911215,
64.12594601461446,
58.091650122314064,
59.34188292467063,
58.111443346553905
],
"classes": [
"building",
"greenhouse",
"swimming_pool",
"impervious surface",
"pervious surface",
"bare soil",
"water",
"snow",
"herbaceous vegetation",
"agricultural land",
"plowed land",
"vineyard",
"deciduous",
"coniferous",
"brushwood"
],
"per_class_iou": [
57.22548045562952,
49.83302467942557,
13.764204649845235,
53.178183526819325,
39.98058898365278,
43.959967291671816,
71.02057967574082,
61.98118387270665,
36.86181820290008,
48.208336772133386,
4.558841621334102,
42.05989404445219,
58.67113568815874,
52.94562791903462,
18.069350795163334
],
"per_class_fscore": [
72.79415561624451,
66.51807875606269,
24.197777661629278,
69.43310372590831,
57.12304723667336,
61.072488579559334,
83.0550098829013,
76.52886883628993,
53.86720516638436,
65.05482460983622,
8.720145614933669,
59.214311438654406,
73.95313008090763,
69.23457524011427,
30.608029388611733
],
"per_class_precision": [
72.22879900444494,
64.05269652054403,
39.6465830993979,
68.13338156216383,
56.87633592885839,
63.86553353695483,
80.40725029099347,
69.44029629591117,
56.87789721483046,
57.30298164299775,
12.452892734534235,
69.70702790756228,
73.257982052694,
71.46517752613624,
34.413408552035925
],
"per_class_recall": [
73.36843248327699,
69.18084285951218,
17.41269511576945,
70.783377594232,
57.371908177999444,
58.513505023118974,
85.88308523545807,
85.2291966781652,
51.15921741343365,
75.23208386328103,
6.709097629189324,
51.46716728429351,
74.6615970702017,
67.13900338788616,
27.560440382490995
]
}