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 11 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	SqueezeNet-1.1	Edge/Mobile	Image Classification	1.24M	—	1 MB	——	—	—	Qualcomm AI Hub
2	Shufflenet-v2	Edge/Mobile	Image Classification	1.37M	—	2 MB	——	—	—	Qualcomm AI Hub
3	MNASNet05	Edge/Mobile	Image Classification	2.21M	—	5 MB	——	—	—	Qualcomm AI Hub
4	MobileNet-v3-Small	Edge/Mobile	Image Classification	2.54M	—	6 MB	——	—	—	Qualcomm AI Hub
5	MobileNet-v2	Edge/Mobile	Image Classification	3.49M	—	8 MB	——	—	—	Qualcomm AI Hub
6	EfficientNet-B0	Edge/Mobile	Image Classification	5.27M	—	13 MB	——	—	—	Qualcomm AI Hub
7	MobileNet-v3-Large	Edge/Mobile	Image Classification	5.47M	—	13 MB	——	—	—	Qualcomm AI Hub
8	Mobile-VIT	Edge/Mobile	Image Classification	5.57M	—	13 MB	——	—	—	Qualcomm AI Hub
9	GoogLeNet	Edge/Mobile	Image Classification	6.62M	—	8 MB	——	—	—	Qualcomm AI Hub
10	LeViT	Edge/Mobile	Image Classification	7.82M	—	19 MB	——	—	—	Qualcomm AI Hub
11	DenseNet-121	Edge/Mobile	Image Classification	7.99M	—	10 MB	——	—	—	Qualcomm AI Hub