models/yolov11/runs/detect/train/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	27.5912	1.09658	1.70068	1.44895	0.02637	0.21667	0.09246	0.05376	2.11711	4.99191	2.04051	0	0	0
3	2	34.4643	1.02718	1.88689	1.2969	0.05755	0.31667	0.12194	0.06489	2.03712	4.73182	1.99278	1.17822e-06	1.17822e-06	1.17822e-06
4	3	38.4025	0.95511	1.81808	1.44486	0.07337	0.56667	0.1367	0.05964	1.96779	4.40392	1.93969	2.33288e-06	2.33288e-06	2.33288e-06
5	4	42.4094	1.08482	1.57671	1.32147	0.05814	0.56667	0.24039	0.09427	1.89279	4.194	1.87937	3.46397e-06	3.46397e-06	3.46397e-06
6	5	46.4644	1.18711	1.78122	1.57886	0.11132	0.36667	0.25242	0.16783	1.86542	4.01523	1.84248	4.5715e-06	4.5715e-06	4.5715e-06
7	6	50.3631	1.45587	3.10651	1.8679	0.38236	0.28333	0.26348	0.20402	1.86675	3.77193	1.81256	5.65548e-06	5.65548e-06	5.65548e-06
8	7	55.3155	1.09969	1.20956	1.42823	0.61337	0.26554	0.26702	0.20261	1.84528	3.51028	1.78256	6.71588e-06	6.71588e-06	6.71588e-06
9	8	58.737	0.92269	1.46587	1.31152	0.70021	0.25	0.279	0.21135	1.84976	3.32425	1.76805	7.75273e-06	7.75273e-06	7.75273e-06
10	9	62.161	1.01454	1.61425	1.36145	0.60783	0.26667	0.32647	0.21301	1.7484	3.10288	1.6248	8.76602e-06	8.76602e-06	8.76602e-06
11	10	65.6594	0.98013	2.05164	1.48163	0.76047	0.25	0.35408	0.23092	1.69593	2.92137	1.54386	9.75574e-06	9.75574e-06	9.75574e-06
12	11	69.0431	1.22586	1.3695	1.53221	0.63478	0.35035	0.39285	0.24521	1.59227	2.7629	1.52248	1.07219e-05	1.07219e-05	1.07219e-05
13	12	72.6264	0.90649	1.17878	1.31981	0.64829	0.35266	0.46566	0.30866	1.5503	2.67522	1.4817	1.16645e-05	1.16645e-05	1.16645e-05
14	13	76.1598	0.8469	1.4153	1.12631	0.70607	0.36667	0.47412	0.32218	1.52006	2.55881	1.4663	1.25835e-05	1.25835e-05	1.25835e-05
15	14	79.9306	0.93529	1.22627	1.35543	0.78582	0.33984	0.50425	0.32877	1.53478	2.44585	1.45853	1.3479e-05	1.3479e-05	1.3479e-05
16	15	85.9413	0.77989	0.86865	1.06458	0.77003	0.35479	0.5312	0.345	1.58445	2.34528	1.46912	1.43509e-05	1.43509e-05	1.43509e-05
17	16	89.5334	0.88706	0.99057	1.39902	0.67555	0.41444	0.56365	0.37076	1.61475	2.2664	1.46912	1.51993e-05	1.51993e-05	1.51993e-05
18	17	94.6882	0.61828	0.7714	1.04888	0.67361	0.42485	0.69255	0.48024	1.63302	2.14489	1.47247	1.60241e-05	1.60241e-05	1.60241e-05
19	18	98.1327	0.97598	0.90889	1.27399	0.67361	0.42485	0.69255	0.48024	1.63302	2.14489	1.47247	1.68253e-05	1.68253e-05	1.68253e-05
20	19	102.445	0.89154	1.06058	1.12705	0.67182	0.42448	0.66394	0.46292	1.64357	1.99157	1.47058	1.7603e-05	1.7603e-05	1.7603e-05
21	20	106.12	0.9088	0.80329	1.19464	0.67182	0.42448	0.66394	0.46292	1.64357	1.99157	1.47058	1.83571e-05	1.83571e-05	1.83571e-05
22	21	109.487	0.83228	1.54598	1.31631	0.66402	0.43222	0.6722	0.4913	1.61421	1.85698	1.45897	1.90876e-05	1.90876e-05	1.90876e-05
23	22	113.384	1.00436	1.36514	1.45186	0.66402	0.43222	0.6722	0.4913	1.61421	1.85698	1.45897	1.97946e-05	1.97946e-05	1.97946e-05
24	23	117.504	0.78729	1.07495	1.2365	0.71897	0.39474	0.75716	0.57283	1.62636	1.73512	1.45139	2.0478e-05	2.0478e-05	2.0478e-05
25	24	122.513	1.0358	1.06618	1.46042	0.71897	0.39474	0.75716	0.57283	1.62636	1.73512	1.45139	2.11379e-05	2.11379e-05	2.11379e-05
26	25	126.22	0.78655	0.76937	1.23696	0.89475	0.38974	0.82061	0.58064	1.62278	1.62809	1.44346	2.17741e-05	2.17741e-05	2.17741e-05
27	26	130.402	0.91596	1.02178	1.34307	0.89475	0.38974	0.82061	0.58064	1.62278	1.62809	1.44346	2.23869e-05	2.23869e-05	2.23869e-05
28	27	135.453	0.75008	0.77523	1.25625	0.84787	0.44617	0.82091	0.58164	1.62933	1.53611	1.43893	2.2976e-05	2.2976e-05	2.2976e-05
29	28	139.803	0.6674	0.68095	1.07003	0.84787	0.44617	0.82091	0.58164	1.62933	1.53611	1.43893	2.35417e-05	2.35417e-05	2.35417e-05
30	29	143.369	0.7746	0.81695	1.1434	0.97115	0.35077	0.84768	0.60033	1.61796	1.47347	1.41863	2.40837e-05	2.40837e-05	2.40837e-05
31	30	146.837	0.99841	1.32129	1.32482	0.97115	0.35077	0.84768	0.60033	1.61796	1.47347	1.41863	2.46022e-05	2.46022e-05	2.46022e-05
32	31	150.281	0.8588	0.77417	1.17026	0.6915	0.63333	0.86963	0.59865	1.58484	1.40374	1.40319	2.50971e-05	2.50971e-05	2.50971e-05
33	32	155.021	0.6947	0.56717	1.16456	0.6915	0.63333	0.86963	0.59865	1.58484	1.40374	1.40319	2.55685e-05	2.55685e-05	2.55685e-05
34	33	159.742	0.65231	0.68469	1.24737	0.68701	0.63333	0.89419	0.58306	1.58587	1.36077	1.39593	2.60163e-05	2.60163e-05	2.60163e-05
35	34	164.852	0.86309	0.56785	1.18474	0.68701	0.63333	0.89419	0.58306	1.58587	1.36077	1.39593	2.64405e-05	2.64405e-05	2.64405e-05
36	35	168.455	0.81506	1.27926	1.20687	0.68456	0.63333	0.89198	0.58598	1.58224	1.31136	1.39619	2.68412e-05	2.68412e-05	2.68412e-05
37	36	172.487	0.63969	0.71472	1.02472	0.68456	0.63333	0.89198	0.58598	1.58224	1.31136	1.39619	2.72183e-05	2.72183e-05	2.72183e-05
38	37	175.895	0.70798	0.52777	1.16223	0.67456	0.63333	0.91661	0.60002	1.57621	1.3004	1.39518	2.75718e-05	2.75718e-05	2.75718e-05
39	38	179.229	0.58214	0.47706	1.07116	0.67456	0.63333	0.91661	0.60002	1.57621	1.3004	1.39518	2.79018e-05	2.79018e-05	2.79018e-05
40	39	182.569	0.59048	0.54796	0.95826	0.66948	0.75261	0.91664	0.6165	1.56879	1.27573	1.39052	2.82082e-05	2.82082e-05	2.82082e-05
41	40	185.878	0.69299	0.51349	1.08318	0.66948	0.75261	0.91664	0.6165	1.56879	1.27573	1.39052	2.84911e-05	2.84911e-05	2.84911e-05
42	41	190.49	0.61264	0.4476	1.00481	0.6698	0.76103	0.91393	0.62027	1.55946	1.27164	1.38496	2.87504e-05	2.87504e-05	2.87504e-05
43	42	193.787	0.38514	0.73776	0.98821	0.6698	0.76103	0.91393	0.62027	1.55946	1.27164	1.38496	2.89861e-05	2.89861e-05	2.89861e-05
44	43	197.105	0.65581	0.62044	1.12653	0.67107	0.76279	0.91236	0.61824	1.55292	1.25828	1.38089	2.91983e-05	2.91983e-05	2.91983e-05
45	44	200.633	0.79579	0.58656	1.26453	0.67107	0.76279	0.91236	0.61824	1.55292	1.25828	1.38089	2.93869e-05	2.93869e-05	2.93869e-05
46	45	204.306	0.49824	0.49545	0.94059	0.61067	0.69758	0.88441	0.60229	1.53413	1.24304	1.3718	2.9552e-05	2.9552e-05	2.9552e-05
47	46	207.998	0.61093	0.48307	1.11336	0.61067	0.69758	0.88441	0.60229	1.53413	1.24304	1.3718	2.96935e-05	2.96935e-05	2.96935e-05
48	47	211.344	0.78204	1.03808	1.22209	0.60375	0.7	0.88603	0.61405	1.52688	1.23648	1.36885	2.98114e-05	2.98114e-05	2.98114e-05
49	48	214.673	0.67653	0.90587	1.13332	0.60375	0.7	0.88603	0.61405	1.52688	1.23648	1.36885	2.99058e-05	2.99058e-05	2.99058e-05
50	49	217.798	0.7318	0.53359	1.32829	0.60025	0.69582	0.88112	0.62113	1.52052	1.24014	1.36846	2.99766e-05	2.99766e-05	2.99766e-05
51	50	222.192	0.68157	0.48192	1.21001	0.60025	0.69582	0.88112	0.62113	1.52052	1.24014	1.36846	3.00238e-05	3.00238e-05	3.00238e-05
52	51	225.213	0.64125	0.4618	1.07444	0.85826	0.5733	0.88182	0.62068	1.51955	1.26103	1.36401	3.00475e-05	3.00475e-05	3.00475e-05
53	52	230.288	0.95444	0.66748	1.37356	0.85826	0.5733	0.88182	0.62068	1.51955	1.26103	1.36401	3.00476e-05	3.00476e-05	3.00476e-05
54	53	233.914	0.52604	0.50904	1.1009	0.85826	0.5733	0.88182	0.62068	1.51955	1.26103	1.36401	3.00242e-05	3.00242e-05	3.00242e-05
55	54	237.515	0.68026	0.59225	1.17259	0.85275	0.5728	0.88026	0.64154	1.50532	1.26622	1.36231	2.99772e-05	2.99772e-05	2.99772e-05
56	55	240.589	0.55835	0.41746	0.96609	0.85275	0.5728	0.88026	0.64154	1.50532	1.26622	1.36231	2.99066e-05	2.99066e-05	2.99066e-05
57	56	243.729	0.70402	0.81773	1.2685	0.85275	0.5728	0.88026	0.64154	1.50532	1.26622	1.36231	2.98125e-05	2.98125e-05	2.98125e-05
58	57	247.06	0.81685	0.84982	1.25522	0.86308	0.55244	0.87722	0.6243	1.50576	1.28509	1.36156	2.96948e-05	2.96948e-05	2.96948e-05
59	58	250.011	0.79301	0.84218	1.23351	0.86308	0.55244	0.87722	0.6243	1.50576	1.28509	1.36156	2.95535e-05	2.95535e-05	2.95535e-05
60	59	252.978	0.63694	0.55473	1.0759	0.86308	0.55244	0.87722	0.6243	1.50576	1.28509	1.36156	2.93887e-05	2.93887e-05	2.93887e-05
61	60	257.875	0.88215	0.63234	1.48513	0.85659	0.56667	0.90417	0.65229	1.51509	1.31835	1.3584	2.92003e-05	2.92003e-05	2.92003e-05
62	61	260.933	0.61487	0.47697	1.06841	0.85659	0.56667	0.90417	0.65229	1.51509	1.31835	1.3584	2.89884e-05	2.89884e-05	2.89884e-05
63	62	263.984	0.5591	0.51386	0.9627	0.85659	0.56667	0.90417	0.65229	1.51509	1.31835	1.3584	2.87529e-05	2.87529e-05	2.87529e-05
64	63	267.147	0.63171	0.61158	1.05875	0.84681	0.56667	0.90277	0.64146	1.54112	1.3497	1.37064	2.84938e-05	2.84938e-05	2.84938e-05
65	64	270.127	0.5029	0.48355	1.00227	0.84681	0.56667	0.90277	0.64146	1.54112	1.3497	1.37064	2.82112e-05	2.82112e-05	2.82112e-05
66	65	273.293	0.58493	0.57613	1.18837	0.84681	0.56667	0.90277	0.64146	1.54112	1.3497	1.37064	2.7905e-05	2.7905e-05	2.7905e-05
67	66	276.379	0.54059	0.44457	1.00393	0.82801	0.56667	0.92957	0.59387	1.53993	1.38117	1.36287	2.75753e-05	2.75753e-05	2.75753e-05
68	67	279.35	0.62377	0.75824	1.03971	0.82801	0.56667	0.92957	0.59387	1.53993	1.38117	1.36287	2.7222e-05	2.7222e-05	2.7222e-05
69	68	282.324	0.66835	1.00922	1.13711	0.82801	0.56667	0.92957	0.59387	1.53993	1.38117	1.36287	2.68451e-05	2.68451e-05	2.68451e-05
70	69	285.36	0.61663	0.63468	1.08872	0.83881	0.56667	0.92686	0.59951	1.54807	1.41803	1.36367	2.64447e-05	2.64447e-05	2.64447e-05
71	70	291.215	0.71743	0.47917	1.26315	0.83881	0.56667	0.92686	0.59951	1.54807	1.41803	1.36367	2.60207e-05	2.60207e-05	2.60207e-05
72	71	295.365	0.71911	0.7444	1.1895	0.83881	0.56667	0.92686	0.59951	1.54807	1.41803	1.36367	2.55731e-05	2.55731e-05	2.55731e-05
73	72	298.883	0.49151	0.44218	1.00912	0.9053	0.53181	0.92686	0.59435	1.5705	1.44916	1.36969	2.5102e-05	2.5102e-05	2.5102e-05
74	73	302.44	0.6076	0.54754	0.99744	0.9053	0.53181	0.92686	0.59435	1.5705	1.44916	1.36969	2.46073e-05	2.46073e-05	2.46073e-05
75	74	305.776	0.67393	0.44217	1.09561	0.9053	0.53181	0.92686	0.59435	1.5705	1.44916	1.36969	2.40891e-05	2.40891e-05	2.40891e-05
76	75	308.799	0.56109	0.42169	1.04452	0.90751	0.53181	0.92616	0.5964	1.57475	1.4858	1.37058	2.35472e-05	2.35472e-05	2.35472e-05
77	76	311.753	0.54773	0.56077	1.10092	0.90751	0.53181	0.92616	0.5964	1.57475	1.4858	1.37058	2.29819e-05	2.29819e-05	2.29819e-05
78	77	314.797	0.5592	0.44091	1.01649	0.90751	0.53181	0.92616	0.5964	1.57475	1.4858	1.37058	2.23929e-05	2.23929e-05	2.23929e-05
79	78	317.998	0.65035	0.72078	1.06139	0.91161	0.53209	0.92615	0.59664	1.57216	1.50455	1.37364	2.17805e-05	2.17805e-05	2.17805e-05
80	79	322.445	0.5425	0.53095	1.04366	0.91161	0.53209	0.92615	0.59664	1.57216	1.50455	1.37364	2.11444e-05	2.11444e-05	2.11444e-05
81	80	325.577	0.63062	0.54098	1.12742	0.91161	0.53209	0.92615	0.59664	1.57216	1.50455	1.37364	2.04848e-05	2.04848e-05	2.04848e-05
82	81	328.626	0.4953	0.34864	0.96467	0.90341	0.53258	0.92254	0.59472	1.57708	1.54194	1.38013	1.98016e-05	1.98016e-05	1.98016e-05
83	82	331.642	0.62876	0.52801	1.07814	0.90341	0.53258	0.92254	0.59472	1.57708	1.54194	1.38013	1.90949e-05	1.90949e-05	1.90949e-05
84	83	334.717	0.5968	0.49512	1.04428	0.90341	0.53258	0.92254	0.59472	1.57708	1.54194	1.38013	1.83646e-05	1.83646e-05	1.83646e-05
85	84	337.797	0.61413	0.4848	1.13613	0.91397	0.53224	0.92031	0.59365	1.5912	1.58276	1.37964	1.76107e-05	1.76107e-05	1.76107e-05
86	85	340.789	0.47863	0.46626	1.09551	0.91397	0.53224	0.92031	0.59365	1.5912	1.58276	1.37964	1.68333e-05	1.68333e-05	1.68333e-05
87	86	343.734	0.58987	0.52733	0.99933	0.91397	0.53224	0.92031	0.59365	1.5912	1.58276	1.37964	1.60323e-05	1.60323e-05	1.60323e-05
88	87	346.875	0.58184	0.46733	0.97929	0.91397	0.53224	0.92031	0.59365	1.5912	1.58276	1.37964	1.52077e-05	1.52077e-05	1.52077e-05
89	88	350.213	0.71363	0.5836	1.3266	0.88319	0.53273	0.92052	0.58747	1.5953	1.61572	1.38164	1.43596e-05	1.43596e-05	1.43596e-05
90	89	353.316	0.88017	0.61785	1.40475	0.88319	0.53273	0.92052	0.58747	1.5953	1.61572	1.38164	1.34879e-05	1.34879e-05	1.34879e-05
91	90	357.92	0.57627	0.47859	0.96549	0.88319	0.53273	0.92052	0.58747	1.5953	1.61572	1.38164	1.25927e-05	1.25927e-05	1.25927e-05
92	91	361.578	0.4274	0.36932	0.87038	0.88319	0.53273	0.92052	0.58747	1.5953	1.61572	1.38164	1.16739e-05	1.16739e-05	1.16739e-05
93	92	366.071	0.72227	0.71452	0.93848	0.90202	0.5318	0.91957	0.59499	1.57889	1.63248	1.37281	1.07315e-05	1.07315e-05	1.07315e-05
94	93	369.331	0.34407	0.34917	0.89713	0.90202	0.5318	0.91957	0.59499	1.57889	1.63248	1.37281	9.76562e-06	9.76562e-06	9.76562e-06
95	94	372.505	0.41835	0.3827	0.86623	0.90202	0.5318	0.91957	0.59499	1.57889	1.63248	1.37281	8.77613e-06	8.77613e-06	8.77613e-06
96	95	376.691	0.32116	0.33313	0.86702	0.90202	0.5318	0.91957	0.59499	1.57889	1.63248	1.37281	7.76308e-06	7.76308e-06	7.76308e-06
97	96	380.232	0.35439	0.34008	0.9109	0.91521	0.53107	0.91518	0.59292	1.55282	1.62202	1.36609	6.72648e-06	6.72648e-06	6.72648e-06
98	97	384.536	0.6029	0.44407	0.99335	0.91521	0.53107	0.91518	0.59292	1.55282	1.62202	1.36609	5.6663e-06	5.6663e-06	5.6663e-06
99	98	388.177	0.44193	0.36624	0.88249	0.91521	0.53107	0.91518	0.59292	1.55282	1.62202	1.36609	4.58257e-06	4.58257e-06	4.58257e-06
100	99	393.146	0.47419	0.36332	0.91185	0.91521	0.53107	0.91518	0.59292	1.55282	1.62202	1.36609	3.47528e-06	3.47528e-06	3.47528e-06
101	100	396.421	0.42293	0.34388	0.89874	0.92591	0.53057	0.9138	0.60858	1.53184	1.58236	1.36536	2.34442e-06	2.34442e-06	2.34442e-06