FishServer/FishMeasure/detect_refbox/runs/refbox_y26n_20260405_104312/results.csv

1	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
2	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
3	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
4	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
5	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
6	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
7	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
8	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
9	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
10	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
11	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
12	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
13	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
14	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
15	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
16	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
17	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
18	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
19	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
20	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
21	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
22	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
23	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
24	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
25	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
26	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
27	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
28	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
29	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
30	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
31	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
32	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
33	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
34	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
35	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
36	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
37	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
38	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
39	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
40	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
41	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
42	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
43	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
44	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
45	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
46	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
47	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
48	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
49	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
50	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
51	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