README.md

metadata

license: mit
datasets:
  - deepghs/anime_head_detection
metrics:
  - f1
pipeline_tag: object-detection
tags:
  - art

Model	Type	FLOPS	Params	F1 Score	Threshold	precision(B)	recall(B)	mAP50(B)	mAP50-95(B)	F1 Plot	Confusion	Labels
head_detect_v1.6_x_rtdetr	rtdetr	232G	67.3M	0.93	0.559	0.95316	0.91697	0.96556	0.76682	plot	confusion	head
head_detect_v1.6_l_rtdetr	rtdetr	108G	32.8M	0.93	0.53	0.95113	0.90956	0.96218	0.76201	plot	confusion	head
head_detect_v1.6_s_yv11	yolo	21.5G	9.43M	0.93	0.42	0.95273	0.90558	0.96327	0.78566	plot	confusion	head
head_detect_v1.6_n_yv11	yolo	6.44G	2.59M	0.92	0.385	0.95561	0.87798	0.95086	0.76765	plot	confusion	head
head_detect_v1.6_s_yv9	yolo	22.7G	6.32M	0.93	0.419	0.95464	0.90425	0.9627	0.78663	plot	confusion	head
head_detect_v1.6_t_yv9	yolo	6.7G	1.77M	0.91	0.332	0.94968	0.8792	0.95069	0.76789	plot	confusion	head
head_detect_v1.6_x	yolo	258G	68.2M	0.94	0.448	0.9546	0.91873	0.96878	0.79502	plot	confusion	head
head_detect_v1.6_l	yolo	165G	43.6M	0.94	0.458	0.95733	0.92018	0.96868	0.79428	plot	confusion	head
head_detect_v1.6_s_yv10	yolo	24.8G	8.07M	0.93	0.406	0.95424	0.90074	0.96201	0.78713	plot	confusion	head
head_detect_v1.6_n_yv10	yolo	8.39G	2.71M	0.91	0.374	0.94845	0.87492	0.9503	0.77059	plot	confusion	head
head_detect_v1.6_s	yolo	28.6G	11.1M	0.93	0.381	0.95333	0.90587	0.96241	0.78688	plot	confusion	head
head_detect_v1.6_n	yolo	8.19G	3.01M	0.92	0.38	0.94835	0.88436	0.95051	0.76766	plot	confusion	head
head_detect_v1.5_s	yolo	28.6G	11.1M	0.94	0.453	0.96014	0.92275	0.96829	0.80674	plot	confusion	head
head_detect_v1.5_n	yolo	8.19G	3.01M	0.93	0.396	0.95719	0.90511	0.9612	0.78841	plot	confusion	head
head_detect_v1.4_s	yolo	28.6G	11.1M	0.94	0.472	0.96275	0.91875	0.96812	0.80417	plot	confusion	head
head_detect_v1.4_n	yolo	8.19G	3.01M	0.93	0.396	0.9557	0.90559	0.96075	0.78689	plot	confusion	head
head_detect_v1.3_s	yolo	28.6G	11.1M	0.94	0.423	0.95734	0.9257	0.97037	0.80391	plot	confusion	head
head_detect_v1.3_n	yolo	8.19G	3.01M	0.93	0.409	0.95254	0.90674	0.96258	0.7844	plot	confusion	head
head_detect_v1.2_s	yolo	28.6G	11.1M	0.94	0.415	0.95756	0.9271	0.97097	0.80514	plot	confusion	head
head_detect_v1.2_n	yolo	8.19G	3.01M	0.93	0.471	0.96309	0.89766	0.9647	0.78928	plot	confusion	head
head_detect_v1.1_s	yolo	28.6G	11.1M	0.94	0.485	0.96191	0.91892	0.97069	0.80182	plot	confusion	head
head_detect_v1.0_l	yolo	165G	43.6M	0.94	0.579	0.95881	0.91532	0.96561	0.81417	plot	confusion	head
head_detect_v1.0_x	yolo	258G	68.2M	0.94	0.567	0.9597	0.91947	0.96682	0.8154	plot	confusion	head
head_detect_v1.0_m	yolo	79.1G	25.9M	0.94	0.489	0.95805	0.9196	0.96632	0.81383	plot	confusion	head
head_detect_v1.0_s	yolo	28.6G	11.1M	0.93	0.492	0.95267	0.91355	0.96245	0.80371	plot	confusion	head
head_detect_v1.0_n	yolo	8.19G	3.01M	0.92	0.375	0.93999	0.9002	0.95509	0.7849	plot	confusion	head
head_detect_v0.5_s	yolo	28.6G	11.1M	0.92	0.415	0.93908	0.9034	0.95697	0.77514	plot	confusion	head
head_detect_v0.5_n	yolo	8.19G	3.01M	0.91	0.446	0.93834	0.88034	0.94784	0.75251	plot	confusion	head
head_detect_v0.5_s_pruned	yolo	28.6G	11.1M	0.93	0.472	0.95455	0.89865	0.9584	0.79968	plot	confusion	head
head_detect_v0.5_n_pruned	yolo	8.19G	3.01M	0.91	0.523	0.95254	0.8743	0.95049	0.7807	plot	confusion	head
head_detect_v0.5_m_pruned	yolo	79.1G	25.9M	0.94	0.52	0.9609	0.91365	0.96501	0.81322	plot	confusion	head
head_detect_v0.4_s	yolo	28.6G	11.1M	0.92	0.405	0.93314	0.90274	0.95727	0.77193	plot	confusion	head
head_detect_v0.4_s_fp	yolo	28.6G	11.1M	0.91	0.445	0.93181	0.89113	0.95002	0.76302	plot	confusion	head
head_detect_v0.3_s	yolo	28.6G	11.1M	0.91	0.406	0.92457	0.90351	0.95785	0.78912	plot	confusion	head
head_detect_v0.2_s_plus	yolo	28.6G	11.1M	0.91	0.594	0.94239	0.8774	0.94909	0.77986	plot	confusion	head
head_detect_v0.2_s	yolo	28.6G	11.1M	0.9	0.461	0.91861	0.8898	0.94765	0.77541	plot	confusion	head
head_detect_v0.1_s	yolo	28.6G	11.1M	0.9	0.504	0.91576	0.88662	0.94213	0.7713	plot	confusion	head
head_detect_v0_n	yolo	8.19G	3.01M	0.9	0.316	N/A	N/A	N/A	N/A	plot	confusion	head
head_detect_v0_s	yolo	28.6G	11.1M	N/A	N/A	N/A	N/A	N/A	N/A	N/A	N/A	head