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Small Model Hub

3,618 efficient AI models across 9 domains · Charts · API

ScoreRaw benchmark score — scale varies by task
Showing 26 models
#ModelDomainTaskParams ↑GFLOPsVRAMScoreSpeedArchSource
1
SINet
Edge/MobileSegmentation0.09M—0 MB
——
——Qualcomm AI Hub
2
MediaPipe-Selfie-Segmentation
Edge/MobileSegmentation0.11M—0 MB
——
——Qualcomm AI Hub
3
YOLO26-Segmentation
Edge/MobileSegmentation2.70M—6 MB
——
——Qualcomm AI Hub
4
YOLOv11-Segmentation
Edge/MobileSegmentation2.89M—7 MB
——
——Qualcomm AI Hub
5
YOLOv8-Segmentation
Edge/MobileSegmentation3.43M—8 MB
——
——Qualcomm AI Hub
6
Segformer-Base
Edge/MobileSegmentation3.75M—5 MB
——
——Qualcomm AI Hub
7
DeepLabV3-Plus-MobileNet
Edge/MobileSegmentation5.80M—14 MB
——
——Qualcomm AI Hub
8
DDRNet23-Slim
Edge/MobileSegmentation6.13M—7 MB
——
——Qualcomm AI Hub
9
SalsaNext
Edge/MobileSegmentation6.71M—16 MB
——
——Qualcomm AI Hub
10
PidNet
Edge/MobileSegmentation8.06M—10 MB
——
——Qualcomm AI Hub
11
FastSam-S
Edge/MobileSegmentation11.8M—28 MB
——
——Qualcomm AI Hub
12
FFNet-40S
Edge/MobileSegmentation13.9M—17 MB
——
——Qualcomm AI Hub
13
FFNet-54S
Edge/MobileSegmentation18.0M—22 MB
——
——Qualcomm AI Hub
14
FFNet-78S-LowRes
Edge/MobileSegmentation26.8M—32 MB
——
——Qualcomm AI Hub
15
FFNet-78S
Edge/MobileSegmentation27.5M—33 MB
——
——Qualcomm AI Hub
16
Unet-Segmentation
Edge/MobileSegmentation31.0M—37 MB
——
——Qualcomm AI Hub
17
FFNet-122NS-LowRes
Edge/MobileSegmentation32.1M—39 MB
——
——Qualcomm AI Hub
18
FCN-ResNet50
Edge/MobileSegmentation33.0M—40 MB
——
——Qualcomm AI Hub
19
DeepLabV3-ResNet50
Edge/MobileSegmentation39.6M—95 MB
——
——Qualcomm AI Hub
20
DeepLabXception
Edge/MobileSegmentation41.3M—99 MB
——
——Qualcomm AI Hub
21
U2Net-Segmentation
Edge/MobileSegmentation44.0M—106 MB
——
——Qualcomm AI Hub
22
MaskRCNN
Edge/MobileSegmentation46.4M—111 MB
——
——Qualcomm AI Hub
23
YOLOE-Segmentation
Edge/MobileSegmentation53.5M—128 MB
——
——Qualcomm AI Hub
24
PSPNet
Edge/MobileSegmentation65.7M—158 MB
——
——Qualcomm AI Hub
25
HRNet-W48-OCR
Edge/MobileSegmentation70.3M—169 MB
——
——Qualcomm AI Hub
26
FastSam-X
Edge/MobileSegmentation72.2M—173 MB
——
——Qualcomm AI Hub