Small Model Hub

3,618 efficient AI models across 9 domains · Charts · API

Domain

All (3,618)Vision (1,615)3D (743)Embedding (472)Multimodal (305)Edge/Mobile (172)Code (125)Speech (89)Video (49)NLP (48)

Max Size≤10M ≤50M ≤100M ≤500M All

Max VRAM≤512MB ≤1GB ≤2GB ≤4GB ≤8GB All

Score

Raw Context (0-100)

Raw benchmark score — scale varies by task

Showing 93 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	Lightweight-Face-Detection	Edge/Mobile	Object Detection	0.88M	—	1 MB	——	—	—	Qualcomm AI Hub
2	MobileFaceNet	Edge/Mobile	Object Detection	1.00M	—	2 MB	——	—	—	Qualcomm AI Hub
3	YoloV5-Face	Edge/Mobile	Object Detection	1.87M	—	4 MB	——	—	—	Qualcomm AI Hub
4	YOLOv10-Detection	Edge/Mobile	Object Detection	2.33M	—	3 MB	——	—	—	Qualcomm AI Hub
5	YOLO26-Detection	Edge/Mobile	Object Detection	2.40M	—	6 MB	——	—	—	Qualcomm AI Hub
6	yolov13n.pt	Vision	Object Detection	2.48M	—	6 MB	0.404mAP 50:95	—	YOLOv13	Roboflow
7	Person-Foot-Detection	Edge/Mobile	Object Detection	2.53M	—	3 MB	——	—	—	Qualcomm AI Hub
8	yolov12n.pt	Vision	Object Detection	2.59M	—	6 MB	0.397mAP 50:95	—	YOLOv12	Roboflow
9	yolo11n	Vision	Object Detection	2.62M	—	6 MB	0.385mAP 50:95	—	YOLO11	Roboflow
10	YOLOv11-Detection	Edge/Mobile	Object Detection	2.64M	—	3 MB	——	—	—	Qualcomm AI Hub
11	yolov10n	Vision	Object Detection	2.76M	—	7 MB	0.380mAP 50:95	—	YOLOv10	Roboflow
12	yolov8n	Vision	Object Detection	3.15M	—	8 MB	0.365mAP 50:95	—	YOLOv8	Roboflow
13	YOLOv8-Detection	Edge/Mobile	Object Detection	3.18M	—	4 MB	——	—	—	Qualcomm AI Hub
14	D-FINE-N	Vision	Object Detection	3.75M	—	9 MB	0.428mAP 50:95	—	D-FINE	Roboflow
15	D-FINE	Edge/Mobile	Object Detection	3.79M	—	9 MB	——	—	—	Qualcomm AI Hub
16	Yolo-R	Edge/Mobile	Object Detection	4.68M	—	11 MB	——	—	—	Qualcomm AI Hub
17	Yolo-v6	Edge/Mobile	Object Detection	4.68M	—	6 MB	——	—	—	Qualcomm AI Hub
18	RTMDet-tiny	Vision	Object Detection	4.90M	—	12 MB	0.410mAP 50:95	—	RTMDet	Roboflow
19	Yolo-v4	Edge/Mobile	Object Detection	6.06M	—	15 MB	——	—	—	Qualcomm AI Hub
20	PPE-Detection	Edge/Mobile	Object Detection	6.19M	—	7 MB	——	—	—	Qualcomm AI Hub
21	Yolo-v7	Edge/Mobile	Object Detection	6.24M	—	7 MB	——	—	—	Qualcomm AI Hub
22	yolov10s	Vision	Object Detection	8.10M	—	19 MB	0.457mAP 50:95	—	YOLOv10	Roboflow
23	RTMDet-s	Vision	Object Detection	8.89M	—	21 MB	0.444mAP 50:95	—	RTMDet	Roboflow
24	Yolo-X	Edge/Mobile	Object Detection	8.98M	—	11 MB	——	—	—	Qualcomm AI Hub
25	yolov13s.pt	Vision	Object Detection	9.03M	—	22 MB	0.468mAP 50:95	—	YOLOv13	Roboflow
26	yolov12s.pt	Vision	Object Detection	9.26M	—	22 MB	0.467mAP 50:95	—	YOLOv12	Roboflow
27	yolo11s	Vision	Object Detection	9.44M	—	23 MB	0.455mAP 50:95	—	YOLO11	Roboflow
28	HRNetFace	Edge/Mobile	Object Detection	9.68M	—	12 MB	——	—	—	Qualcomm AI Hub
29	DEIM-D-FINE-S	Vision	Object Detection	10.2M	—	25 MB	0.490mAP 50:95	—	DEIM	Roboflow
30	DEIM-D-FINE-N	Vision	Object Detection	10.2M	—	25 MB	0.490mAP 50:95	—	DEIM	Roboflow
31	D-FINE-S-Objects365+COCO	Vision	Object Detection	10.2M	—	25 MB	0.507mAP 50:95	—	D-FINE	Roboflow
32	D-FINE-S	Vision	Object Detection	10.2M	—	25 MB	0.485mAP 50:95	—	D-FINE	Roboflow
33	yolov8s	Vision	Object Detection	11.2M	—	27 MB	0.441mAP 50:95	—	YOLOv8	Roboflow
34	Yolo-v3	Edge/Mobile	Object Detection	11.5M	—	28 MB	——	—	—	Qualcomm AI Hub
35	LW-DETR-tiny	Vision	Object Detection	12.1M	—	29 MB	0.429mAP 50:95	—	LW-DETR	Roboflow
36	Facial-Attribute-Detection	Edge/Mobile	Object Detection	12.1M	—	15 MB	——	—	—	Qualcomm AI Hub
37	YOLO-WORLD	Edge/Mobile	Object Detection	12.7M	—	15 MB	——	—	—	Qualcomm AI Hub
38	LW-DETR-small	Vision	Object Detection	14.6M	—	35 MB	0.481mAP 50:95	—	LW-DETR	Roboflow
39	yolov10m	Vision	Object Detection	16.5M	—	40 MB	0.503mAP 50:95	—	YOLOv10	Roboflow
40	DEIM-D-FINE-M	Vision	Object Detection	19.2M	—	46 MB	0.527mAP 50:95	—	DEIM	Roboflow
41	D-FINE-M-Objects365+COCO	Vision	Object Detection	19.2M	—	46 MB	0.551mAP 50:95	—	D-FINE	Roboflow
42	D-FINE-M	Vision	Object Detection	19.2M	—	46 MB	0.523mAP 50:95	—	D-FINE	Roboflow
43	DEIM-RT-DETRv2-S	Vision	Object Detection	20.0M	—	48 MB	0.491mAP 50:95	—	DEIM	Roboflow
44	ResNet34-SSD	Edge/Mobile	Object Detection	20.0M	—	48 MB	——	—	—	Qualcomm AI Hub
45	yolo11m	Vision	Object Detection	20.1M	—	48 MB	0.505mAP 50:95	—	YOLO11	Roboflow
46	yolov12m.pt	Vision	Object Detection	20.2M	—	48 MB	0.514mAP 50:95	—	YOLOv12	Roboflow
47	CenterNet-2D	Edge/Mobile	Object Detection	20.2M	—	48 MB	——	—	—	Qualcomm AI Hub
48	yolov10b	Vision	Object Detection	20.5M	—	49 MB	0.518mAP 50:95	—	YOLOv10	Roboflow
49	Yolo-v5	Edge/Mobile	Object Detection	21.2M	—	51 MB	——	—	—	Qualcomm AI Hub
50	RT-DETRv2-S	Vision	Object Detection	22.0M	—	53 MB	0.481mAP 50:95	—	RT-DETRv2	Roboflow
51	RT-DETRv1 r18vd	Vision	Object Detection	22.0M	—	53 MB	0.464mAP 50:95	—	RT-DETR	Roboflow
52	RTMDet-m	Vision	Object Detection	24.7M	—	59 MB	0.490mAP 50:95	—	RTMDet	Roboflow
53	yolo11l	Vision	Object Detection	25.3M	—	61 MB	0.521mAP 50:95	—	YOLO11	Roboflow
54	yolov10l	Vision	Object Detection	25.8M	—	62 MB	0.523mAP 50:95	—	YOLOv10	Roboflow
55	yolov8m	Vision	Object Detection	25.9M	—	62 MB	0.492mAP 50:95	—	YOLOv8	Roboflow
56	yolov12l.pt	Vision	Object Detection	26.4M	—	63 MB	0.526mAP 50:95	—	YOLOv12	Roboflow
57	RTMDet	Edge/Mobile	Object Detection	27.5M	—	66 MB	——	—	—	Qualcomm AI Hub
58	yolov13l.pt	Vision	Object Detection	27.6M	—	66 MB	0.523mAP 50:95	—	YOLOv13	Roboflow
59	LW-DETR-medium	Vision	Object Detection	28.2M	—	68 MB	0.526mAP 50:95	—	LW-DETR	Roboflow
60	RF-DETR	Edge/Mobile	Object Detection	28.5M	—	68 MB	——	—	—	Qualcomm AI Hub
61	D-FINE-L	Vision	Object Detection	30.7M	—	74 MB	0.540mAP 50:95	—	D-FINE	Roboflow
62	D-FINE-L-Objects365+COCO	Vision	Object Detection	30.7M	—	74 MB	0.573mAP 50:95	—	D-FINE	Roboflow
63	DEIM-D-FINE-L	Vision	Object Detection	30.8M	—	74 MB	0.547mAP 50:95	—	DEIM	Roboflow
64	DEIM-RT-DETRv2-M	Vision	Object Detection	31.2M	—	75 MB	0.509mAP 50:95	—	DEIM	Roboflow
65	yolov10x	Vision	Object Detection	31.7M	—	76 MB	0.536mAP 50:95	—	YOLOv10	Roboflow
66	RF-DETR-B	Vision	Object Detection	32.2M	—	77 MB	0.533mAP 50:95	—	RF-DETR	Roboflow
67	DEIM-RT-DETRv2-M*	Vision	Object Detection	33.0M	—	79 MB	0.532mAP 50:95	—	DEIM	Roboflow
68	RT-DETRv1 r34vd	Vision	Object Detection	33.2M	—	80 MB	0.489mAP 50:95	—	RT-DETR	Roboflow
69	RT-DETRv2-M*	Vision	Object Detection	33.2M	—	80 MB	0.499mAP 50:95	—	RT-DETRv2	Roboflow
70	Detectron2-Detection	Edge/Mobile	Object Detection	33.8M	—	81 MB	——	—	—	Qualcomm AI Hub
71	RT-DETRv2-M	Vision	Object Detection	38.4M	—	92 MB	0.519mAP 50:95	—	RT-DETRv2	Roboflow
72	DeformableDETR	Edge/Mobile	Object Detection	40.0M	—	96 MB	——	—	—	Qualcomm AI Hub
73	DETR-ResNet50	Edge/Mobile	Object Detection	41.4M	—	99 MB	——	—	—	Qualcomm AI Hub
74	DEIM-RT-DETRv2-L	Vision	Object Detection	42.1M	—	101 MB	0.543mAP 50:95	—	DEIM	Roboflow
75	Conditional-DETR-ResNet50	Edge/Mobile	Object Detection	43.6M	—	105 MB	——	—	—	Qualcomm AI Hub
76	yolov8l	Vision	Object Detection	43.7M	—	105 MB	0.518mAP 50:95	—	YOLOv8	Roboflow
77	LW-DETR-large	Vision	Object Detection	46.8M	—	112 MB	0.561mAP 50:95	—	LW-DETR	Roboflow
78	RT-DETRv1 r50vd	Vision	Object Detection	50.0M	—	120 MB	0.531mAP 50:95	—	RT-DETR	Roboflow
79	RT-DETRv2-L	Vision	Object Detection	50.0M	—	120 MB	0.534mAP 50:95	—	RT-DETRv2	Roboflow
80	RTMDet-l	Vision	Object Detection	52.3M	—	126 MB	0.512mAP 50:95	—	RTMDet	Roboflow
81	yolo11x	Vision	Object Detection	56.9M	—	137 MB	0.535mAP 50:95	—	YOLO11	Roboflow
82	yolov12x.pt	Vision	Object Detection	59.1M	—	142 MB	0.540mAP 50:95	—	YOLOv12	Roboflow
83	DETR-ResNet101	Edge/Mobile	Object Detection	60.3M	—	145 MB	——	—	—	Qualcomm AI Hub
84	D-FINE-X-Objects365+COCO	Vision	Object Detection	61.6M	—	148 MB	0.593mAP 50:95	—	D-FINE	Roboflow
85	D-FINE-X	Vision	Object Detection	61.6M	—	148 MB	0.558mAP 50:95	—	D-FINE	Roboflow
86	DEIM-D-FINE-X	Vision	Object Detection	61.7M	—	148 MB	0.565mAP 50:95	—	DEIM	Roboflow
87	yolov13x.pt	Vision	Object Detection	64.0M	—	154 MB	0.537mAP 50:95	—	YOLOv13	Roboflow
88	CavaFace	Edge/Mobile	Object Detection	65.5M	—	157 MB	——	—	—	Qualcomm AI Hub
89	yolov8x	Vision	Object Detection	68.2M	—	164 MB	0.529mAP 50:95	—	YOLOv8	Roboflow
90	DEIM-RT-DETRv2-X	Vision	Object Detection	74.9M	—	180 MB	0.555mAP 50:95	—	DEIM	Roboflow
91	RT-DETRv1 r101vd	Vision	Object Detection	92.5M	—	222 MB	0.543mAP 50:95	—	RT-DETR	Roboflow
92	RT-DETRv2-X	Vision	Object Detection	92.5M	—	222 MB	0.543mAP 50:95	—	RT-DETRv2	Roboflow
93	RTMDet-x	Vision	Object Detection	94.9M	—	228 MB	0.525mAP 50:95	—	RTMDet	Roboflow