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 22 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	SINet	Edge/Mobile	Segmentation	0.09M	—	0 MB	——	—	—	Qualcomm AI Hub
2	MediaPipe-Selfie-Segmentation	Edge/Mobile	Segmentation	0.11M	—	0 MB	——	—	—	Qualcomm AI Hub
3	YOLO26-Segmentation	Edge/Mobile	Segmentation	2.70M	—	6 MB	——	—	—	Qualcomm AI Hub
4	YOLOv11-Segmentation	Edge/Mobile	Segmentation	2.89M	—	7 MB	——	—	—	Qualcomm AI Hub
5	YOLOv8-Segmentation	Edge/Mobile	Segmentation	3.43M	—	8 MB	——	—	—	Qualcomm AI Hub
6	Segformer-Base	Edge/Mobile	Segmentation	3.75M	—	5 MB	——	—	—	Qualcomm AI Hub
7	DeepLabV3-Plus-MobileNet	Edge/Mobile	Segmentation	5.80M	—	14 MB	——	—	—	Qualcomm AI Hub
8	DDRNet23-Slim	Edge/Mobile	Segmentation	6.13M	—	7 MB	——	—	—	Qualcomm AI Hub
9	SalsaNext	Edge/Mobile	Segmentation	6.71M	—	16 MB	——	—	—	Qualcomm AI Hub
10	PidNet	Edge/Mobile	Segmentation	8.06M	—	10 MB	——	—	—	Qualcomm AI Hub
11	FastSam-S	Edge/Mobile	Segmentation	11.8M	—	28 MB	——	—	—	Qualcomm AI Hub
12	FFNet-40S	Edge/Mobile	Segmentation	13.9M	—	17 MB	——	—	—	Qualcomm AI Hub
13	FFNet-54S	Edge/Mobile	Segmentation	18.0M	—	22 MB	——	—	—	Qualcomm AI Hub
14	FFNet-78S-LowRes	Edge/Mobile	Segmentation	26.8M	—	32 MB	——	—	—	Qualcomm AI Hub
15	FFNet-78S	Edge/Mobile	Segmentation	27.5M	—	33 MB	——	—	—	Qualcomm AI Hub
16	Unet-Segmentation	Edge/Mobile	Segmentation	31.0M	—	37 MB	——	—	—	Qualcomm AI Hub
17	FFNet-122NS-LowRes	Edge/Mobile	Segmentation	32.1M	—	39 MB	——	—	—	Qualcomm AI Hub
18	FCN-ResNet50	Edge/Mobile	Segmentation	33.0M	—	40 MB	——	—	—	Qualcomm AI Hub
19	DeepLabV3-ResNet50	Edge/Mobile	Segmentation	39.6M	—	95 MB	——	—	—	Qualcomm AI Hub
20	DeepLabXception	Edge/Mobile	Segmentation	41.3M	—	99 MB	——	—	—	Qualcomm AI Hub
21	U2Net-Segmentation	Edge/Mobile	Segmentation	44.0M	—	106 MB	——	—	—	Qualcomm AI Hub
22	MaskRCNN	Edge/Mobile	Segmentation	46.4M	—	111 MB	——	—	—	Qualcomm AI Hub