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)

Task

All Tasks Image Classification (46)Object Detection (41)Segmentation (34)Pose Estimation (11)Super Resolution (10)driver assistance (9)image editing (6)Depth Estimation (6)image generation (4)video object tracking (2)robotics (1)gaze estimation (1)video generation (1)

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 58 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	XLSR	Edge/Mobile	Super Resolution	0.03M	—	0 MB	——	—	—	Qualcomm AI Hub
2	QuickSRNetSmall	Edge/Mobile	Super Resolution	0.03M	—	0 MB	——	—	—	Qualcomm AI Hub
3	QuickSRNetMedium	Edge/Mobile	Super Resolution	0.06M	—	0 MB	——	—	—	Qualcomm AI Hub
4	SINet	Edge/Mobile	Segmentation	0.09M	—	0 MB	——	—	—	Qualcomm AI Hub
5	MediaPipe-Selfie-Segmentation	Edge/Mobile	Segmentation	0.11M	—	0 MB	——	—	—	Qualcomm AI Hub
6	SESR-M5	Edge/Mobile	Super Resolution	0.34M	—	0 MB	——	—	—	Qualcomm AI Hub
7	QuickSRNetLarge	Edge/Mobile	Super Resolution	0.44M	—	1 MB	——	—	—	Qualcomm AI Hub
8	DnCNN	Edge/Mobile	image editing	0.56M	—	1 MB	——	—	—	Qualcomm AI Hub
9	Lightweight-Face-Detection	Edge/Mobile	Object Detection	0.88M	—	1 MB	——	—	—	Qualcomm AI Hub
10	MobileFaceNet	Edge/Mobile	Object Detection	1.00M	—	2 MB	——	—	—	Qualcomm AI Hub
11	LiteHRNet	Edge/Mobile	Pose Estimation	1.11M	—	3 MB	——	—	—	Qualcomm AI Hub
12	GKT	Edge/Mobile	driver assistance	1.18M	—	3 MB	——	—	—	Qualcomm AI Hub
13	Real-ESRGAN-General-x4v3	Edge/Mobile	Super Resolution	1.21M	—	1 MB	——	—	—	Qualcomm AI Hub
14	SqueezeNet-1.1	Edge/Mobile	Image Classification	1.24M	—	1 MB	——	—	—	Qualcomm AI Hub
15	CVT	Edge/Mobile	driver assistance	1.33M	—	3 MB	——	—	—	Qualcomm AI Hub
16	Shufflenet-v2	Edge/Mobile	Image Classification	1.37M	—	2 MB	——	—	—	Qualcomm AI Hub
17	NAFSSR	Edge/Mobile	Super Resolution	1.54M	—	4 MB	——	—	—	Qualcomm AI Hub
18	SRGAN	Edge/Mobile	Super Resolution	1.55M	—	2 MB	——	—	—	Qualcomm AI Hub
19	YoloV5-Face	Edge/Mobile	Object Detection	1.87M	—	4 MB	——	—	—	Qualcomm AI Hub
20	StereoNet	Edge/Mobile	Depth Estimation	1.94M	—	5 MB	——	—	—	Qualcomm AI Hub
21	MNASNet05	Edge/Mobile	Image Classification	2.21M	—	5 MB	——	—	—	Qualcomm AI Hub
22	Movenet	Edge/Mobile	Pose Estimation	2.33M	—	6 MB	——	—	—	Qualcomm AI Hub
23	YOLOv10-Detection	Edge/Mobile	Object Detection	2.33M	—	3 MB	——	—	—	Qualcomm AI Hub
24	YOLO26-Detection	Edge/Mobile	Object Detection	2.40M	—	6 MB	——	—	—	Qualcomm AI Hub
25	Person-Foot-Detection	Edge/Mobile	Object Detection	2.53M	—	3 MB	——	—	—	Qualcomm AI Hub
26	MobileNet-v3-Small	Edge/Mobile	Image Classification	2.54M	—	6 MB	——	—	—	Qualcomm AI Hub
27	EyeGaze	Edge/Mobile	gaze estimation	2.58M	—	6 MB	——	—	—	Qualcomm AI Hub
28	YOLOv11-Detection	Edge/Mobile	Object Detection	2.64M	—	3 MB	——	—	—	Qualcomm AI Hub
29	OSNet	Edge/Mobile	video object tracking	2.68M	—	3 MB	——	—	—	Qualcomm AI Hub
30	YOLO26-Segmentation	Edge/Mobile	Segmentation	2.70M	—	6 MB	——	—	—	Qualcomm AI Hub
31	YOLOv11-Segmentation	Edge/Mobile	Segmentation	2.89M	—	7 MB	——	—	—	Qualcomm AI Hub
32	YOLOv11-Pose	Edge/Mobile	Pose Estimation	2.90M	—	7 MB	——	—	—	Qualcomm AI Hub
33	YOLO26-Pose	Edge/Mobile	Pose Estimation	2.97M	—	7 MB	——	—	—	Qualcomm AI Hub
34	YOLOv8-Detection	Edge/Mobile	Object Detection	3.18M	—	4 MB	——	—	—	Qualcomm AI Hub
35	Posenet-Mobilenet	Edge/Mobile	Pose Estimation	3.31M	—	4 MB	——	—	—	Qualcomm AI Hub
36	YOLOv8-Segmentation	Edge/Mobile	Segmentation	3.43M	—	8 MB	——	—	—	Qualcomm AI Hub
37	MobileNet-v2	Edge/Mobile	Image Classification	3.49M	—	8 MB	——	—	—	Qualcomm AI Hub
38	Segformer-Base	Edge/Mobile	Segmentation	3.75M	—	5 MB	——	—	—	Qualcomm AI Hub
39	D-FINE	Edge/Mobile	Object Detection	3.79M	—	9 MB	——	—	—	Qualcomm AI Hub
40	Yolo-R	Edge/Mobile	Object Detection	4.68M	—	11 MB	——	—	—	Qualcomm AI Hub
41	Yolo-v6	Edge/Mobile	Object Detection	4.68M	—	6 MB	——	—	—	Qualcomm AI Hub
42	EfficientNet-B0	Edge/Mobile	Image Classification	5.27M	—	13 MB	——	—	—	Qualcomm AI Hub
43	Facial-Landmark-Detection	Edge/Mobile	Pose Estimation	5.42M	—	7 MB	——	—	—	Qualcomm AI Hub
44	CREStereo	Edge/Mobile	Depth Estimation	5.43M	—	13 MB	——	—	—	Qualcomm AI Hub
45	MobileNet-v3-Large	Edge/Mobile	Image Classification	5.47M	—	13 MB	——	—	—	Qualcomm AI Hub
46	Mobile-VIT	Edge/Mobile	Image Classification	5.57M	—	13 MB	——	—	—	Qualcomm AI Hub
47	DeepLabV3-Plus-MobileNet	Edge/Mobile	Segmentation	5.80M	—	14 MB	——	—	—	Qualcomm AI Hub
48	Yolo-v4	Edge/Mobile	Object Detection	6.06M	—	15 MB	——	—	—	Qualcomm AI Hub
49	DDRNet23-Slim	Edge/Mobile	Segmentation	6.13M	—	7 MB	——	—	—	Qualcomm AI Hub
50	PPE-Detection	Edge/Mobile	Object Detection	6.19M	—	7 MB	——	—	—	Qualcomm AI Hub
51	Yolo-v7	Edge/Mobile	Object Detection	6.24M	—	7 MB	——	—	—	Qualcomm AI Hub
52	GoogLeNet	Edge/Mobile	Image Classification	6.62M	—	8 MB	——	—	—	Qualcomm AI Hub
53	SalsaNext	Edge/Mobile	Segmentation	6.71M	—	16 MB	——	—	—	Qualcomm AI Hub
54	LeViT	Edge/Mobile	Image Classification	7.82M	—	19 MB	——	—	—	Qualcomm AI Hub
55	DenseNet-121	Edge/Mobile	Image Classification	7.99M	—	10 MB	——	—	—	Qualcomm AI Hub
56	PidNet	Edge/Mobile	Segmentation	8.06M	—	10 MB	——	—	—	Qualcomm AI Hub
57	Yolo-X	Edge/Mobile	Object Detection	8.98M	—	11 MB	——	—	—	Qualcomm AI Hub
58	HRNetFace	Edge/Mobile	Object Detection	9.68M	—	12 MB	——	—	—	Qualcomm AI Hub