yolov12/runs/detect/train5/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
1,193.989,3.1673,3.97373,4.25059,0.00291,0.24572,0.00268,0.00093,2.56503,3.88782,4.15916,0.00013336,0.00013336,0.00013336
2,212.125,3.10921,3.96273,4.22345,0.00344,0.28381,0.00303,0.00113,2.56453,3.88577,4.15688,0.000269362,0.000269362,0.000269362
3,230.112,3.07933,3.92454,4.13972,0.00345,0.28636,0.00271,0.00095,2.55816,3.89023,4.14345,0.000390511,0.000390511,0.000390511
4,248.415,3.02342,3.82771,3.99226,0.00345,0.27348,0.00286,0.00103,2.5389,3.88696,4.12032,0.000496808,0.000496808,0.000496808
5,265.868,2.95327,3.61422,3.73865,0.00343,0.27348,0.00294,0.00103,2.54164,3.89069,4.13025,0.000588251,0.000588251,0.000588251
6,283.131,2.81076,3.33441,3.48427,0.0037,0.31442,0.0038,0.00133,2.52769,3.88738,4.10574,0.000664841,0.000664841,0.000664841
7,301.593,2.67289,3.09222,3.19018,0.00373,0.32074,0.00634,0.00217,2.51034,3.89533,4.05018,0.000726579,0.000726579,0.000726579
8,320.095,2.53618,2.90574,2.93448,0.00394,0.33297,0.00918,0.00319,2.48696,3.88717,3.86857,0.000773463,0.000773463,0.000773463
9,338.03,2.35622,2.7397,2.67454,0.00596,0.4134,0.01736,0.00547,2.44473,3.87213,3.8694,0.000805494,0.000805494,0.000805494
10,355.471,2.19461,2.51933,2.48761,0.00586,0.43117,0.01527,0.00683,2.44591,3.92237,3.89914,0.000822673,0.000822673,0.000822673
11,379.394,1.81789,2.42396,2.15414,0.00486,0.37241,0.02014,0.00669,2.47419,3.94038,3.91182,0.000824998,0.000824998,0.000824998
12,397.023,1.71659,2.19743,2.0271,0.29654,0.0432,0.05864,0.02512,2.30894,3.75654,3.27505,0.000759318,0.000759318,0.000759318
13,414.35,1.66696,2.00583,1.93922,0.39838,0.05621,0.09579,0.0445,2.01635,3.44971,2.85625,0.000676802,0.000676802,0.000676802
14,431.413,1.62619,1.95295,1.87074,0.45136,0.18895,0.20187,0.10801,1.90786,3.03453,2.50649,0.000594286,0.000594286,0.000594286
15,448.87,1.56467,1.82013,1.81011,0.48047,0.33097,0.32851,0.18,1.76531,2.48871,2.18278,0.000511769,0.000511769,0.000511769
16,466.488,1.5326,1.76715,1.7614,0.5104,0.38771,0.41174,0.24438,1.65422,2.3171,2.07693,0.000429253,0.000429253,0.000429253
17,483.809,1.50426,1.686,1.73377,0.471,0.45845,0.45178,0.26999,1.52018,1.9045,1.79672,0.000346736,0.000346736,0.000346736
18,500.905,1.47586,1.65573,1.70259,0.48029,0.49313,0.47347,0.28533,1.55496,1.91,1.83951,0.00026422,0.00026422,0.00026422
19,518.1,1.4473,1.59313,1.66707,0.54195,0.55909,0.52834,0.33587,1.44456,1.70252,1.71911,0.000181703,0.000181703,0.000181703
20,536.416,1.42667,1.58697,1.66327,0.57556,0.5502,0.55094,0.35041,1.43564,1.66722,1.71079,9.91865e-05,9.91865e-05,9.91865e-05