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 30 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	Person-Foot-Detection	Edge/Mobile	Object Detection	2.53M	—	3 MB	——	—	—	Qualcomm AI Hub
7	YOLOv11-Detection	Edge/Mobile	Object Detection	2.64M	—	3 MB	——	—	—	Qualcomm AI Hub
8	YOLOv8-Detection	Edge/Mobile	Object Detection	3.18M	—	4 MB	——	—	—	Qualcomm AI Hub
9	D-FINE	Edge/Mobile	Object Detection	3.79M	—	9 MB	——	—	—	Qualcomm AI Hub
10	Yolo-R	Edge/Mobile	Object Detection	4.68M	—	11 MB	——	—	—	Qualcomm AI Hub
11	Yolo-v6	Edge/Mobile	Object Detection	4.68M	—	6 MB	——	—	—	Qualcomm AI Hub
12	Yolo-v4	Edge/Mobile	Object Detection	6.06M	—	15 MB	——	—	—	Qualcomm AI Hub
13	PPE-Detection	Edge/Mobile	Object Detection	6.19M	—	7 MB	——	—	—	Qualcomm AI Hub
14	Yolo-v7	Edge/Mobile	Object Detection	6.24M	—	7 MB	——	—	—	Qualcomm AI Hub
15	Yolo-X	Edge/Mobile	Object Detection	8.98M	—	11 MB	——	—	—	Qualcomm AI Hub
16	HRNetFace	Edge/Mobile	Object Detection	9.68M	—	12 MB	——	—	—	Qualcomm AI Hub
17	Yolo-v3	Edge/Mobile	Object Detection	11.5M	—	28 MB	——	—	—	Qualcomm AI Hub
18	Facial-Attribute-Detection	Edge/Mobile	Object Detection	12.1M	—	15 MB	——	—	—	Qualcomm AI Hub
19	YOLO-WORLD	Edge/Mobile	Object Detection	12.7M	—	15 MB	——	—	—	Qualcomm AI Hub
20	ResNet34-SSD	Edge/Mobile	Object Detection	20.0M	—	48 MB	——	—	—	Qualcomm AI Hub
21	CenterNet-2D	Edge/Mobile	Object Detection	20.2M	—	48 MB	——	—	—	Qualcomm AI Hub
22	Yolo-v5	Edge/Mobile	Object Detection	21.2M	—	51 MB	——	—	—	Qualcomm AI Hub
23	RTMDet	Edge/Mobile	Object Detection	27.5M	—	66 MB	——	—	—	Qualcomm AI Hub
24	RF-DETR	Edge/Mobile	Object Detection	28.5M	—	68 MB	——	—	—	Qualcomm AI Hub
25	Detectron2-Detection	Edge/Mobile	Object Detection	33.8M	—	81 MB	——	—	—	Qualcomm AI Hub
26	DeformableDETR	Edge/Mobile	Object Detection	40.0M	—	96 MB	——	—	—	Qualcomm AI Hub
27	DETR-ResNet50	Edge/Mobile	Object Detection	41.4M	—	99 MB	——	—	—	Qualcomm AI Hub
28	Conditional-DETR-ResNet50	Edge/Mobile	Object Detection	43.6M	—	105 MB	——	—	—	Qualcomm AI Hub
29	DETR-ResNet101	Edge/Mobile	Object Detection	60.3M	—	145 MB	——	—	—	Qualcomm AI Hub
30	CavaFace	Edge/Mobile	Object Detection	65.5M	—	157 MB	——	—	—	Qualcomm AI Hub