FishServer/FishMeasure/detect_refbox/runs/refbox_y26n_20260405_104312/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
1,1.88376,0.70732,11.6571,0.00523,0.00333,1,0.03824,0.02989,0.59252,6.09189,0.00526,4e-05,4e-05,4e-05
2,2.25257,0.60996,11.3819,0.00435,0.00333,1,0.04899,0.03964,0.51392,6.04791,0.00444,9.802e-05,9.802e-05,9.802e-05
3,2.73467,0.72183,11.4611,0.00498,0.00333,1,0.16208,0.13697,0.40683,5.91317,0.00352,0.000153664,0.000153664,0.000153664
4,3.14038,0.49923,10.5599,0.00347,0.00333,1,0.70593,0.56779,0.46179,5.93668,0.00403,0.000206932,0.000206932,0.000206932
5,3.80145,0.76294,10.4295,0.00487,0.00333,1,0.75667,0.69047,0.34864,5.76506,0.0031,0.000257824,0.000257824,0.000257824
6,4.22562,0.57223,9.73207,0.00377,0.00333,1,0.72232,0.60459,0.34302,5.75506,0.00278,0.00030634,0.00030634,0.00030634
7,4.70536,0.68326,9.85584,0.00427,0.00333,1,0.73534,0.60995,0.41504,5.78135,0.00336,0.00035248,0.00035248,0.00035248
8,5.00076,0.4885,9.44601,0.00325,0.00333,1,0.73692,0.61894,0.4859,5.79394,0.00401,0.000396244,0.000396244,0.000396244
9,5.61081,0.55642,9.2717,0.00356,0.00333,1,0.87908,0.79851,0.41768,5.71754,0.00336,0.000437632,0.000437632,0.000437632
10,5.96596,0.55016,8.98891,0.0031,0.00333,1,0.83165,0.77203,0.36426,5.67356,0.00304,0.000476644,0.000476644,0.000476644
11,6.47629,0.65614,8.9018,0.00366,0.00333,1,0.75392,0.67285,0.44271,5.72843,0.00362,0.00051328,0.00051328,0.00051328
12,6.99795,0.68997,8.75891,0.00404,0.00333,1,0.68239,0.59049,0.5362,5.85593,0.00452,0.00054754,0.00054754,0.00054754
13,7.48639,0.77821,8.78704,0.0045,0.00333,1,0.68492,0.59422,0.65162,5.93522,0.00537,0.000579424,0.000579424,0.000579424
14,7.78566,0.70782,8.64271,0.00406,0.00333,1,0.69426,0.58485,0.61748,5.8855,0.00508,0.000608932,0.000608932,0.000608932
15,8.20479,0.71738,8.41744,0.00415,0.00333,1,0.86583,0.76285,0.52115,5.66133,0.00448,0.000636064,0.000636064,0.000636064
16,8.69655,0.74979,8.29129,0.0041,0.00333,1,0.8777,0.79743,0.45575,5.56658,0.00393,0.00066082,0.00066082,0.00066082
17,9.19868,0.71486,8.05342,0.00401,0.00333,1,0.93214,0.83008,0.51111,5.54228,0.00452,0.0006832,0.0006832,0.0006832
18,9.50433,0.91796,8.28605,0.00522,0.00333,1,0.93711,0.84061,0.46353,5.46441,0.00395,0.000703204,0.000703204,0.000703204
19,10.0331,0.95947,8.08418,0.00524,0.00333,1,0.984,0.87175,0.52076,5.4551,0.00434,0.000720832,0.000720832,0.000720832
20,10.4028,0.82151,7.76437,0.00566,0.00397,1,0.984,0.86484,0.63733,5.43137,0.006,0.000736084,0.000736084,0.000736084
21,10.9152,0.88951,7.73185,0.00547,0.00397,1,0.9254,0.8207,0.58675,5.39741,0.0056,0.00074896,0.00074896,0.00074896
22,11.2569,0.83021,7.58137,0.00535,0.00397,1,0.80643,0.71359,0.53295,5.37385,0.00508,0.00075946,0.00075946,0.00075946
23,11.6713,0.85358,7.49045,0.00581,0.00397,1,0.79857,0.74114,0.40717,5.2987,0.00349,0.000767584,0.000767584,0.000767584
24,12.0404,0.78932,7.38922,0.00492,0.00333,1,0.80905,0.74451,0.51315,5.34146,0.00406,0.000773332,0.000773332,0.000773332
25,12.3085,0.73269,7.20812,0.00415,0.00333,1,0.8355,0.66439,0.46101,5.30532,0.00406,0.000776704,0.000776704,0.000776704
26,12.7841,0.71819,6.9307,0.00422,0.01135,1,0.78116,0.59673,0.54947,5.2859,0.00487,0.0007777,0.0007777,0.0007777
27,13.1375,0.79527,6.87818,0.00465,0.49399,1,0.75208,0.59848,0.50905,5.19895,0.00452,0.00077632,0.00077632,0.00077632
28,13.4699,0.7163,6.71087,0.0046,0.51662,0.59618,0.7728,0.61766,0.56053,5.1642,0.00444,0.000772564,0.000772564,0.000772564
29,13.822,0.7251,6.63617,0.00476,0.51662,0.59618,0.7728,0.61766,0.56053,5.1642,0.00444,0.000766432,0.000766432,0.000766432
30,14.2235,0.67328,6.45308,0.00431,0.51998,0.60439,0.80162,0.66272,0.52737,5.00213,0.00419,0.000757924,0.000757924,0.000757924
31,15.0249,0.68837,6.58839,0.00434,0.51785,0.59919,0.83786,0.76063,0.48002,4.80364,0.00394,0.00074704,0.00074704,0.00074704
32,15.5644,0.72515,6.54309,0.00485,0.60191,0.84216,0.83786,0.75787,0.47663,4.71532,0.00396,0.00073378,0.00073378,0.00073378
33,16.236,0.7166,6.51167,0.00499,0.60191,0.84216,0.83786,0.75787,0.47663,4.71532,0.00396,0.000718144,0.000718144,0.000718144
34,16.5525,0.83363,6.54956,0.00563,0.95553,0.55556,0.83786,0.7373,0.589,4.67426,0.00473,0.0006932,0.0006932,0.0006932
35,17.8238,0.72417,6.52062,0.00504,0.94866,0.55556,0.81995,0.69067,0.62569,4.61012,0.00505,0.0006536,0.0006536,0.0006536
36,18.1295,0.72177,6.36507,0.00519,0.94919,0.55556,0.81995,0.73399,0.56497,4.44155,0.00474,0.000614,0.000614,0.000614
37,18.3805,0.60648,6.10267,0.00437,0.94919,0.55556,0.81995,0.73399,0.56497,4.44155,0.00474,0.0005744,0.0005744,0.0005744
38,18.692,0.62452,6.12009,0.00417,0.95699,0.55556,0.81995,0.74746,0.45322,4.28512,0.00398,0.0005348,0.0005348,0.0005348
39,19.1075,0.57663,6.02789,0.00414,0.79982,0.66667,0.89129,0.81092,0.43885,4.11489,0.00403,0.0004952,0.0004952,0.0004952
40,19.5642,0.63326,5.92635,0.00437,0.97316,0.88889,0.96115,0.86386,0.56417,3.92265,0.00492,0.0004556,0.0004556,0.0004556
41,20.0259,0.60566,5.93753,0.00395,0.97316,0.88889,0.96115,0.86386,0.56417,3.92265,0.00492,0.000416,0.000416,0.000416
42,20.2943,0.62961,5.77472,0.00411,0.8462,0.88889,0.975,0.86397,0.56058,3.76243,0.005,0.0003764,0.0003764,0.0003764
43,20.5477,0.65978,5.79412,0.00462,0.91555,0.88889,0.984,0.8698,0.59095,3.59999,0.00532,0.0003368,0.0003368,0.0003368
44,20.9478,0.64702,5.89059,0.00461,0.93407,0.88889,0.984,0.87365,0.57682,3.4391,0.00517,0.0002972,0.0002972,0.0002972
45,21.2807,0.62939,5.67251,0.00428,0.93407,0.88889,0.984,0.87365,0.57682,3.4391,0.00517,0.0002576,0.0002576,0.0002576
46,21.7353,0.55175,5.60284,0.00355,1,0.96355,0.995,0.88725,0.53883,3.28933,0.00481,0.000218,0.000218,0.000218
47,22.1349,0.52455,5.68013,0.00339,1,0.98581,0.995,0.90211,0.49372,3.15397,0.00436,0.0001784,0.0001784,0.0001784
48,22.5521,0.48941,5.47211,0.00315,0.99954,1,0.995,0.89788,0.46313,3.0288,0.00394,0.0001388,0.0001388,0.0001388
49,22.965,0.49349,5.42871,0.00308,0.99954,1,0.995,0.89788,0.46313,3.0288,0.00394,9.92e-05,9.92e-05,9.92e-05
50,23.2422,0.52611,5.51036,0.00317,0.99441,1,0.995,0.92002,0.43287,2.93281,0.00375,5.96e-05,5.96e-05,5.96e-05