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)

Percentile rank within each task — comparable across domains

Showing 34 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Context	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
23	YOLOE-Segmentation	Edge/Mobile	Segmentation	53.5M	—	128 MB	—	—	—	Qualcomm AI Hub
24	PSPNet	Edge/Mobile	Segmentation	65.7M	—	158 MB	—	—	—	Qualcomm AI Hub
25	HRNet-W48-OCR	Edge/Mobile	Segmentation	70.3M	—	169 MB	—	—	—	Qualcomm AI Hub
26	FastSam-X	Edge/Mobile	Segmentation	72.2M	—	173 MB	—	—	—	Qualcomm AI Hub
27	EdgeTAM	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
28	EfficientViT-l2-seg	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
29	Mask2Former	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
30	MobileSam	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
31	PointNet	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
32	Segment-Anything-Model	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
33	Segment-Anything-Model-2	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub
34	Segment-Anything-Model-3	Edge/Mobile	Segmentation	—	—	—	—	—	—	Qualcomm AI Hub