Detection_Experiment/fashion_yolo/fashionpedia_exp/yolov8m_fashion_4class/results.csv

epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
1,474.596,0.93903,1.41545,1.28627,0.61587,0.56472,0.58086,0.39693,1.0572,1.75433,1.3424,0.067021,0.000333122,0.000333122
2,945.472,0.92099,1.26934,1.27601,0.65767,0.66997,0.70237,0.52208,0.87901,1.11222,1.22253,0.0340196,0.000665135,0.000665135
3,1415.01,0.88692,1.19259,1.25441,0.69552,0.68564,0.72146,0.53996,0.85246,1.07178,1.18507,0.00101701,0.000995829,0.000995829
4,1884.52,0.83982,1.12034,1.21812,0.7636,0.69239,0.76012,0.59898,0.75789,0.91664,1.14181,0.00099406,0.00099406,0.00099406
5,2354.23,0.79317,1.04793,1.18944,0.77686,0.72369,0.79517,0.63704,0.70919,0.82991,1.09923,0.00099208,0.00099208,0.00099208
6,2823.81,0.76062,0.99744,1.16595,0.79611,0.75397,0.81301,0.66144,0.68034,0.79346,1.09095,0.0009901,0.0009901,0.0009901
7,3293.38,0.73424,0.95944,1.14808,0.77811,0.77505,0.82129,0.66934,0.6387,0.76163,1.05014,0.00098812,0.00098812,0.00098812
8,3762.86,0.72051,0.93364,1.14222,0.8307,0.75062,0.83974,0.68937,0.62044,0.70965,1.05224,0.00098614,0.00098614,0.00098614
9,4232.56,0.69741,0.89999,1.12531,0.80277,0.78105,0.84217,0.7019,0.58509,0.68064,1.02066,0.00098416,0.00098416,0.00098416
10,4701.9,0.68169,0.87808,1.11663,0.82917,0.79387,0.85449,0.71584,0.58173,0.65823,1.02224,0.00098218,0.00098218,0.00098218
11,5171.66,0.67499,0.86255,1.11537,0.84073,0.77441,0.86241,0.72051,0.57155,0.65323,1.02392,0.0009802,0.0009802,0.0009802
12,5641.02,0.66595,0.845,1.10818,0.83944,0.78124,0.86142,0.72778,0.55057,0.63859,1.00338,0.00097822,0.00097822,0.00097822
13,6110.43,0.65533,0.82281,1.0977,0.85016,0.7874,0.86618,0.73724,0.54842,0.62593,1.00401,0.00097624,0.00097624,0.00097624
14,6579.99,0.64797,0.81258,1.09286,0.83547,0.80285,0.87085,0.7376,0.53801,0.61695,0.99101,0.00097426,0.00097426,0.00097426
15,7049.65,0.63715,0.7988,1.08595,0.85961,0.79098,0.87703,0.74884,0.52471,0.59811,0.98177,0.00097228,0.00097228,0.00097228
16,7519.23,0.62896,0.78492,1.07928,0.82386,0.83591,0.87836,0.75043,0.52344,0.58876,0.98531,0.0009703,0.0009703,0.0009703
17,7988.97,0.62132,0.77465,1.07472,0.86651,0.79318,0.87996,0.75302,0.51632,0.58756,0.981,0.00096832,0.00096832,0.00096832
18,8458.46,0.61949,0.76321,1.07346,0.83482,0.82578,0.88359,0.76031,0.51302,0.57436,0.97926,0.00096634,0.00096634,0.00096634
19,8927.76,0.61162,0.75548,1.07409,0.82063,0.84553,0.8846,0.76373,0.5105,0.57243,0.97865,0.00096436,0.00096436,0.00096436
20,9397.56,0.60103,0.73727,1.06316,0.82508,0.84635,0.88487,0.76434,0.50517,0.57093,0.97495,0.00096238,0.00096238,0.00096238
21,9865.46,0.59967,0.7298,1.05932,0.82435,0.84601,0.88509,0.76508,0.50255,0.56891,0.97282,0.0009604,0.0009604,0.0009604
22,10328.2,0.59422,0.71917,1.05554,0.82421,0.84651,0.88646,0.7666,0.50108,0.56414,0.97365,0.00095842,0.00095842,0.00095842
23,10790.8,0.58961,0.71019,1.0554,0.82674,0.8483,0.8881,0.76783,0.49758,0.5603,0.97092,0.00095644,0.00095644,0.00095644
24,11253.8,0.58536,0.69729,1.05217,0.83952,0.84128,0.8886,0.76988,0.49635,0.55862,0.96996,0.00095446,0.00095446,0.00095446
25,11716.2,0.58278,0.69802,1.04804,0.84234,0.84168,0.89132,0.771,0.49616,0.55391,0.96949,0.00095248,0.00095248,0.00095248
26,12178.8,0.57886,0.6897,1.04566,0.85293,0.83682,0.89182,0.77091,0.49339,0.55123,0.96775,0.0009505,0.0009505,0.0009505
27,12644.5,0.57424,0.67772,1.04268,0.85141,0.83998,0.8931,0.77282,0.49124,0.54865,0.96604,0.00094852,0.00094852,0.00094852
28,13106.9,0.56989,0.67106,1.0427,0.86569,0.82599,0.89423,0.77372,0.49094,0.54527,0.96495,0.00094654,0.00094654,0.00094654
29,13569.2,0.56663,0.66424,1.03633,0.87071,0.82732,0.89425,0.77436,0.48888,0.54221,0.96293,0.00094456,0.00094456,0.00094456
30,14031.5,0.56491,0.65945,1.03474,0.87416,0.82633,0.89702,0.77712,0.4861,0.53997,0.96035,0.00094258,0.00094258,0.00094258
31,14493.8,0.56111,0.65743,1.03186,0.8724,0.83137,0.8973,0.77804,0.48532,0.53786,0.95917,0.0009406,0.0009406,0.0009406
32,14955.6,0.55913,0.64898,1.03113,0.87391,0.83375,0.90035,0.77864,0.48281,0.5347,0.95652,0.00093862,0.00093862,0.00093862
33,15418,0.55545,0.64385,1.03113,0.869,0.83874,0.89926,0.78037,0.48235,0.53183,0.95659,0.00093664,0.00093664,0.00093664
34,15880.4,0.5508,0.63619,1.03102,0.84745,0.86771,0.90212,0.78125,0.48295,0.52968,0.95805,0.00093466,0.00093466,0.00093466
35,16342.6,0.54993,0.63723,1.03125,0.85849,0.85634,0.90134,0.78232,0.48162,0.5297,0.95724,0.00093268,0.00093268,0.00093268
36,16804.7,0.54702,0.62535,1.02967,0.8581,0.85719,0.90146,0.78197,0.4813,0.52816,0.95727,0.0009307,0.0009307,0.0009307
37,17266.8,0.54243,0.6199,1.02472,0.8606,0.8609,0.90413,0.78324,0.4812,0.52925,0.95703,0.00092872,0.00092872,0.00092872
38,17729.1,0.54064,0.61272,1.02264,0.86105,0.85965,0.90422,0.78307,0.48115,0.52784,0.9567,0.00092674,0.00092674,0.00092674
39,18191.2,0.53887,0.60931,1.02123,0.86174,0.85766,0.90456,0.78337,0.48029,0.52615,0.95549,0.00092476,0.00092476,0.00092476
40,18653.8,0.53139,0.6029,1.01607,0.86435,0.8555,0.90432,0.78401,0.47858,0.52491,0.95361,0.00092278,0.00092278,0.00092278
41,19116.1,0.53408,0.60101,1.01962,0.86674,0.84936,0.90463,0.78439,0.4777,0.52527,0.95235,0.0009208,0.0009208,0.0009208
42,19578.3,0.53145,0.59632,1.01591,0.86103,0.85381,0.90495,0.78501,0.47736,0.52465,0.95138,0.00091882,0.00091882,0.00091882
43,20040.4,0.52868,0.5836,1.01494,0.86249,0.85859,0.90549,0.78575,0.47668,0.5248,0.95091,0.00091684,0.00091684,0.00091684
44,20504.6,0.52763,0.58484,1.01133,0.86715,0.85773,0.90553,0.78649,0.47562,0.52416,0.94888,0.00091486,0.00091486,0.00091486
45,20966.7,0.52374,0.57922,1.0097,0.86496,0.85779,0.90613,0.78685,0.4756,0.52425,0.94903,0.00091288,0.00091288,0.00091288
46,21428.4,0.52154,0.57403,1.01045,0.88001,0.8417,0.90694,0.7888,0.47492,0.5229,0.94851,0.0009109,0.0009109,0.0009109
47,21890.3,0.52137,0.57439,1.01062,0.88246,0.83694,0.90708,0.79087,0.47572,0.52306,0.94903,0.00090892,0.00090892,0.00090892
48,22352.5,0.5195,0.56909,1.00541,0.88115,0.83611,0.90723,0.79012,0.47556,0.52117,0.94869,0.00090694,0.00090694,0.00090694
49,22814.5,0.5188,0.56325,1.00381,0.85185,0.8671,0.90743,0.79159,0.47566,0.51901,0.94893,0.00090496,0.00090496,0.00090496
50,23276.6,0.51374,0.56129,1.00363,0.88405,0.83195,0.90687,0.79149,0.4756,0.51964,0.94916,0.00090298,0.00090298,0.00090298
51,23738.5,0.51755,0.55828,1.00527,0.8467,0.86476,0.90715,0.7924,0.47551,0.51703,0.94833,0.000901,0.000901,0.000901
52,24200.6,0.51481,0.55834,1.00436,0.88885,0.82982,0.90788,0.79203,0.47542,0.51624,0.9479,0.00089902,0.00089902,0.00089902
53,24662.5,0.5114,0.55254,1.00007,0.88054,0.83439,0.90827,0.79284,0.47445,0.51568,0.94597,0.00089704,0.00089704,0.00089704
54,25124.8,0.50896,0.54342,0.99716,0.87957,0.8351,0.90828,0.79291,0.47506,0.51621,0.94556,0.00089506,0.00089506,0.00089506
55,25587.1,0.50462,0.54098,0.99649,0.8772,0.83601,0.90827,0.79414,0.47565,0.51515,0.94563,0.00089308,0.00089308,0.00089308
56,26049.3,0.50612,0.54491,0.99887,0.88427,0.83355,0.9092,0.79486,0.47587,0.5137,0.94622,0.0008911,0.0008911,0.0008911
57,26511.4,0.5033,0.53839,0.9971,0.885,0.83479,0.90968,0.79483,0.4749,0.51298,0.94539,0.00088912,0.00088912,0.00088912
58,26973.4,0.50054,0.53574,0.99372,0.87954,0.83854,0.91048,0.79524,0.47489,0.51276,0.94537,0.00088714,0.00088714,0.00088714
59,27435.5,0.50108,0.53197,0.99693,0.87807,0.84162,0.91123,0.79554,0.47397,0.51264,0.94511,0.00088516,0.00088516,0.00088516
60,27897.8,0.50193,0.52879,0.9968,0.87571,0.84718,0.91163,0.79605,0.47396,0.51248,0.94587,0.00088318,0.00088318,0.00088318
61,28360,0.49687,0.5238,0.99059,0.87557,0.84413,0.91078,0.79437,0.47423,0.51271,0.9461,0.0008812,0.0008812,0.0008812
62,28822,0.49674,0.51739,0.98821,0.87378,0.84612,0.91117,0.79382,0.47465,0.51305,0.94589,0.00087922,0.00087922,0.00087922
63,29286.3,0.49831,0.52129,0.99287,0.86326,0.85898,0.91142,0.79623,0.47311,0.51108,0.94409,0.00087724,0.00087724,0.00087724
64,29748.5,0.49168,0.51482,0.98801,0.86212,0.86008,0.91188,0.79452,0.47257,0.51118,0.94373,0.00087526,0.00087526,0.00087526
65,30210.8,0.49093,0.51166,0.99064,0.86393,0.85755,0.91178,0.79483,0.47126,0.51308,0.94309,0.00087328,0.00087328,0.00087328
66,30673.4,0.48996,0.50964,0.98871,0.86439,0.85836,0.9118,0.79626,0.47112,0.51114,0.94228,0.0008713,0.0008713,0.0008713
67,31135.8,0.48725,0.50594,0.98582,0.86643,0.85344,0.91203,0.79811,0.4705,0.50867,0.94157,0.00086932,0.00086932,0.00086932
68,31597.9,0.48673,0.5033,0.988,0.89025,0.83037,0.9119,0.79859,0.47006,0.50904,0.94153,0.00086734,0.00086734,0.00086734
69,32060.2,0.48656,0.50139,0.98504,0.88768,0.83192,0.91147,0.79808,0.4689,0.50962,0.94109,0.00086536,0.00086536,0.00086536
70,32522.4,0.48348,0.50085,0.98434,0.89171,0.82874,0.9115,0.79799,0.46792,0.5102,0.94141,0.00086338,0.00086338,0.00086338
71,32984.4,0.4847,0.49669,0.98437,0.886,0.82957,0.91131,0.79849,0.46777,0.51222,0.94197,0.0008614,0.0008614,0.0008614
72,33446.5,0.48186,0.49734,0.98176,0.8758,0.84131,0.91079,0.79711,0.46655,0.51396,0.941,0.00085942,0.00085942,0.00085942
73,33908.6,0.48037,0.49197,0.98147,0.87872,0.84683,0.91038,0.79767,0.46532,0.5139,0.94027,0.00085744,0.00085744,0.00085744
74,34370.7,0.48222,0.49279,0.9825,0.87941,0.8471,0.91026,0.79635,0.46446,0.51482,0.93941,0.00085546,0.00085546,0.00085546
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76,35295.1,0.47712,0.48701,0.97857,0.87412,0.84681,0.91055,0.79561,0.46292,0.51465,0.93928,0.0008515,0.0008515,0.0008515
77,35757.2,0.47445,0.47909,0.97752,0.87748,0.83806,0.91043,0.79662,0.46253,0.51421,0.93939,0.00084952,0.00084952,0.00084952
78,36219.4,0.47499,0.47603,0.97722,0.8833,0.83726,0.90997,0.79638,0.46193,0.51479,0.93871,0.00084754,0.00084754,0.00084754
79,36681.7,0.47372,0.47831,0.9738,0.87848,0.83876,0.90969,0.79656,0.46402,0.5171,0.93979,0.00084556,0.00084556,0.00084556
80,37146.3,0.47188,0.4755,0.97527,0.88542,0.83955,0.90996,0.7963,0.46453,0.52173,0.94004,0.00084358,0.00084358,0.00084358
81,37608.1,0.47261,0.47433,0.97704,0.88365,0.83769,0.90964,0.79562,0.46532,0.52287,0.94027,0.0008416,0.0008416,0.0008416
82,38069.9,0.47042,0.47008,0.97466,0.88444,0.83781,0.91002,0.79564,0.46497,0.52616,0.94048,0.00083962,0.00083962,0.00083962
83,38531.6,0.46762,0.46805,0.97435,0.88983,0.83006,0.90899,0.7961,0.46381,0.52777,0.94002,0.00083764,0.00083764,0.00083764
84,38993.3,0.4676,0.46594,0.97384,0.88759,0.82934,0.90852,0.79404,0.46423,0.52943,0.94102,0.00083566,0.00083566,0.00083566
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86,39916.8,0.46728,0.46179,0.9702,0.88996,0.83023,0.90837,0.79495,0.46383,0.53168,0.9396,0.0008317,0.0008317,0.0008317
87,40378.8,0.46298,0.46029,0.9684,0.88906,0.82899,0.90866,0.795,0.46383,0.53253,0.93945,0.00082972,0.00082972,0.00082972
88,40840.9,0.46303,0.45772,0.96827,0.88776,0.82946,0.90865,0.7949,0.46352,0.53185,0.93884,0.00082774,0.00082774,0.00082774
89,41303.3,0.46176,0.45664,0.97013,0.88792,0.82978,0.90767,0.79487,0.46435,0.53372,0.93888,0.00082576,0.00082576,0.00082576
90,41765.4,0.46083,0.45357,0.97121,0.89043,0.82816,0.90783,0.79412,0.46422,0.53632,0.93912,0.00082378,0.00082378,0.00082378
91,42228,0.46107,0.45139,0.96927,0.86802,0.84779,0.90782,0.79372,0.46463,0.539,0.93956,0.0008218,0.0008218,0.0008218
92,42690,0.45929,0.45307,0.96682,0.86522,0.85161,0.90737,0.79374,0.46378,0.5376,0.93943,0.00081982,0.00081982,0.00081982
93,43152,0.46016,0.45065,0.96842,0.87161,0.84493,0.90652,0.79386,0.46465,0.5382,0.94029,0.00081784,0.00081784,0.00081784
94,43613.9,0.45718,0.44908,0.96704,0.86077,0.85589,0.90606,0.79442,0.46348,0.53736,0.94013,0.00081586,0.00081586,0.00081586
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96,44538.2,0.45504,0.44399,0.96595,0.8591,0.85556,0.90346,0.793,0.46296,0.53809,0.93997,0.0008119,0.0008119,0.0008119
97,45000.2,0.45516,0.44315,0.96648,0.85801,0.85308,0.90244,0.79305,0.46338,0.53927,0.94173,0.00080992,0.00080992,0.00080992
98,45462.4,0.45233,0.43965,0.96518,0.86607,0.84775,0.90176,0.79221,0.46451,0.53978,0.94244,0.00080794,0.00080794,0.00080794
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100,46389,0.44955,0.43427,0.96153,0.86753,0.8577,0.90403,0.79507,0.46633,0.53894,0.94464,0.00080398,0.00080398,0.00080398
101,46851,0.44909,0.43242,0.96049,0.87025,0.8561,0.90428,0.79425,0.46643,0.5384,0.94503,0.000802,0.000802,0.000802
102,47313.1,0.44779,0.42907,0.95638,0.87006,0.86017,0.9048,0.79615,0.46807,0.54049,0.94549,0.00080002,0.00080002,0.00080002
103,47775.2,0.45088,0.43586,0.96374,0.86912,0.86268,0.90498,0.79514,0.46953,0.54258,0.94677,0.00079804,0.00079804,0.00079804
104,48237.2,0.4486,0.43123,0.95881,0.88179,0.84919,0.90513,0.79491,0.47222,0.54326,0.94855,0.00079606,0.00079606,0.00079606
105,48699.2,0.44872,0.42823,0.95905,0.87909,0.84653,0.90294,0.79446,0.47171,0.54543,0.9477,0.00079408,0.00079408,0.00079408
106,49161.5,0.44819,0.42853,0.96006,0.88599,0.84255,0.90283,0.79375,0.47042,0.54522,0.94576,0.0007921,0.0007921,0.0007921
107,49623.6,0.44441,0.426,0.95773,0.87972,0.84742,0.90296,0.79553,0.4701,0.54547,0.94559,0.00079012,0.00079012,0.00079012
108,50085.9,0.44308,0.42388,0.95475,0.8702,0.85277,0.90206,0.79537,0.46946,0.54852,0.94544,0.00078814,0.00078814,0.00078814
109,50547.5,0.44443,0.4185,0.95548,0.8828,0.83732,0.90172,0.7944,0.46905,0.5499,0.94529,0.00078616,0.00078616,0.00078616
110,51010.2,0.44387,0.42138,0.95435,0.86257,0.86004,0.90129,0.79357,0.46927,0.55072,0.94507,0.00078418,0.00078418,0.00078418
111,51472.4,0.44359,0.42036,0.95318,0.88122,0.84597,0.90106,0.79301,0.46768,0.55016,0.9435,0.0007822,0.0007822,0.0007822
112,51934.3,0.44207,0.41848,0.95537,0.88093,0.84526,0.90148,0.7944,0.46795,0.54995,0.94429,0.00078022,0.00078022,0.00078022
113,52397.2,0.44164,0.41628,0.95591,0.87769,0.84522,0.90114,0.79354,0.46791,0.55027,0.9454,0.00077824,0.00077824,0.00077824
114,52859.2,0.44109,0.41413,0.95581,0.8781,0.84457,0.90005,0.79341,0.4674,0.55128,0.94613,0.00077626,0.00077626,0.00077626
115,53321.7,0.4415,0.41856,0.95716,0.88507,0.83603,0.90013,0.79336,0.46945,0.55186,0.94752,0.00077428,0.00077428,0.00077428
116,53783.6,0.43807,0.41112,0.9522,0.89038,0.83195,0.89959,0.7949,0.4693,0.55269,0.94728,0.0007723,0.0007723,0.0007723
117,54247.7,0.4357,0.41175,0.95447,0.88819,0.83169,0.89862,0.7935,0.46842,0.55237,0.94603,0.00077032,0.00077032,0.00077032
118,54709.8,0.43707,0.41214,0.95187,0.87947,0.84319,0.89929,0.79291,0.46871,0.5529,0.94508,0.00076834,0.00076834,0.00076834