Small Model Hub

3,378 efficient AI models across 7 domains · Charts · API

Domain

All (3,378)Vision (1,615)3D (771)Embedding (428)Multimodal (299)Code (125)Speech (91)Video (49)

Task

All Tasks Image Classification (1,543)3D Object Detection (771)Text Embedding (428)Vision-Language (285)Code Generation (125)Speech Recognition (91)Object Detection (65)Video Understanding (49)UI Understanding (14)Font Identification (7)

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 65 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	yolov13n.pt	Vision	Object Detection	2.48M	—	6 MB	0.404mAP 50:95	—	YOLOv13	Roboflow
2	yolov12n.pt	Vision	Object Detection	2.59M	—	6 MB	0.397mAP 50:95	—	YOLOv12	Roboflow
3	yolo11n	Vision	Object Detection	2.62M	—	6 MB	0.385mAP 50:95	—	YOLO11	Roboflow
4	yolov10n	Vision	Object Detection	2.76M	—	7 MB	0.380mAP 50:95	—	YOLOv10	Roboflow
5	yolov8n	Vision	Object Detection	3.15M	—	8 MB	0.365mAP 50:95	—	YOLOv8	Roboflow
6	D-FINE-N	Vision	Object Detection	3.75M	—	9 MB	0.428mAP 50:95	—	D-FINE	Roboflow
7	RTMDet-tiny	Vision	Object Detection	4.90M	—	12 MB	0.410mAP 50:95	—	RTMDet	Roboflow
8	yolov10s	Vision	Object Detection	8.10M	—	19 MB	0.457mAP 50:95	—	YOLOv10	Roboflow
9	RTMDet-s	Vision	Object Detection	8.89M	—	21 MB	0.444mAP 50:95	—	RTMDet	Roboflow
10	yolov13s.pt	Vision	Object Detection	9.03M	—	22 MB	0.468mAP 50:95	—	YOLOv13	Roboflow
11	yolov12s.pt	Vision	Object Detection	9.26M	—	22 MB	0.467mAP 50:95	—	YOLOv12	Roboflow
12	yolo11s	Vision	Object Detection	9.44M	—	23 MB	0.455mAP 50:95	—	YOLO11	Roboflow
13	DEIM-D-FINE-S	Vision	Object Detection	10.2M	—	25 MB	0.490mAP 50:95	—	DEIM	Roboflow
14	DEIM-D-FINE-N	Vision	Object Detection	10.2M	—	25 MB	0.490mAP 50:95	—	DEIM	Roboflow
15	D-FINE-S-Objects365+COCO	Vision	Object Detection	10.2M	—	25 MB	0.507mAP 50:95	—	D-FINE	Roboflow
16	D-FINE-S	Vision	Object Detection	10.2M	—	25 MB	0.485mAP 50:95	—	D-FINE	Roboflow
17	yolov8s	Vision	Object Detection	11.2M	—	27 MB	0.441mAP 50:95	—	YOLOv8	Roboflow
18	LW-DETR-tiny	Vision	Object Detection	12.1M	—	29 MB	0.429mAP 50:95	—	LW-DETR	Roboflow
19	LW-DETR-small	Vision	Object Detection	14.6M	—	35 MB	0.481mAP 50:95	—	LW-DETR	Roboflow
20	yolov10m	Vision	Object Detection	16.5M	—	40 MB	0.503mAP 50:95	—	YOLOv10	Roboflow
21	DEIM-D-FINE-M	Vision	Object Detection	19.2M	—	46 MB	0.527mAP 50:95	—	DEIM	Roboflow
22	D-FINE-M-Objects365+COCO	Vision	Object Detection	19.2M	—	46 MB	0.551mAP 50:95	—	D-FINE	Roboflow
23	D-FINE-M	Vision	Object Detection	19.2M	—	46 MB	0.523mAP 50:95	—	D-FINE	Roboflow
24	DEIM-RT-DETRv2-S	Vision	Object Detection	20.0M	—	48 MB	0.491mAP 50:95	—	DEIM	Roboflow
25	yolo11m	Vision	Object Detection	20.1M	—	48 MB	0.505mAP 50:95	—	YOLO11	Roboflow
26	yolov12m.pt	Vision	Object Detection	20.2M	—	48 MB	0.514mAP 50:95	—	YOLOv12	Roboflow
27	yolov10b	Vision	Object Detection	20.5M	—	49 MB	0.518mAP 50:95	—	YOLOv10	Roboflow
28	RT-DETRv2-S	Vision	Object Detection	22.0M	—	53 MB	0.481mAP 50:95	—	RT-DETRv2	Roboflow
29	RT-DETRv1 r18vd	Vision	Object Detection	22.0M	—	53 MB	0.464mAP 50:95	—	RT-DETR	Roboflow
30	RTMDet-m	Vision	Object Detection	24.7M	—	59 MB	0.490mAP 50:95	—	RTMDet	Roboflow
31	yolo11l	Vision	Object Detection	25.3M	—	61 MB	0.521mAP 50:95	—	YOLO11	Roboflow
32	yolov10l	Vision	Object Detection	25.8M	—	62 MB	0.523mAP 50:95	—	YOLOv10	Roboflow
33	yolov8m	Vision	Object Detection	25.9M	—	62 MB	0.492mAP 50:95	—	YOLOv8	Roboflow
34	yolov12l.pt	Vision	Object Detection	26.4M	—	63 MB	0.526mAP 50:95	—	YOLOv12	Roboflow
35	yolov13l.pt	Vision	Object Detection	27.6M	—	66 MB	0.523mAP 50:95	—	YOLOv13	Roboflow
36	LW-DETR-medium	Vision	Object Detection	28.2M	—	68 MB	0.526mAP 50:95	—	LW-DETR	Roboflow
37	D-FINE-L	Vision	Object Detection	30.7M	—	74 MB	0.540mAP 50:95	—	D-FINE	Roboflow
38	D-FINE-L-Objects365+COCO	Vision	Object Detection	30.7M	—	74 MB	0.573mAP 50:95	—	D-FINE	Roboflow
39	DEIM-D-FINE-L	Vision	Object Detection	30.8M	—	74 MB	0.547mAP 50:95	—	DEIM	Roboflow
40	DEIM-RT-DETRv2-M	Vision	Object Detection	31.2M	—	75 MB	0.509mAP 50:95	—	DEIM	Roboflow
41	yolov10x	Vision	Object Detection	31.7M	—	76 MB	0.536mAP 50:95	—	YOLOv10	Roboflow
42	RF-DETR-B	Vision	Object Detection	32.2M	—	77 MB	0.533mAP 50:95	—	RF-DETR	Roboflow
43	DEIM-RT-DETRv2-M*	Vision	Object Detection	33.0M	—	79 MB	0.532mAP 50:95	—	DEIM	Roboflow
44	RT-DETRv1 r34vd	Vision	Object Detection	33.2M	—	80 MB	0.489mAP 50:95	—	RT-DETR	Roboflow
45	RT-DETRv2-M*	Vision	Object Detection	33.2M	—	80 MB	0.499mAP 50:95	—	RT-DETRv2	Roboflow
46	RT-DETRv2-M	Vision	Object Detection	38.4M	—	92 MB	0.519mAP 50:95	—	RT-DETRv2	Roboflow
47	DEIM-RT-DETRv2-L	Vision	Object Detection	42.1M	—	101 MB	0.543mAP 50:95	—	DEIM	Roboflow
48	yolov8l	Vision	Object Detection	43.7M	—	105 MB	0.518mAP 50:95	—	YOLOv8	Roboflow
49	LW-DETR-large	Vision	Object Detection	46.8M	—	112 MB	0.561mAP 50:95	—	LW-DETR	Roboflow
50	RT-DETRv1 r50vd	Vision	Object Detection	50.0M	—	120 MB	0.531mAP 50:95	—	RT-DETR	Roboflow
51	RT-DETRv2-L	Vision	Object Detection	50.0M	—	120 MB	0.534mAP 50:95	—	RT-DETRv2	Roboflow
52	RTMDet-l	Vision	Object Detection	52.3M	—	126 MB	0.512mAP 50:95	—	RTMDet	Roboflow
53	yolo11x	Vision	Object Detection	56.9M	—	137 MB	0.535mAP 50:95	—	YOLO11	Roboflow
54	yolov12x.pt	Vision	Object Detection	59.1M	—	142 MB	0.540mAP 50:95	—	YOLOv12	Roboflow
55	D-FINE-X-Objects365+COCO	Vision	Object Detection	61.6M	—	148 MB	0.593mAP 50:95	—	D-FINE	Roboflow
56	D-FINE-X	Vision	Object Detection	61.6M	—	148 MB	0.558mAP 50:95	—	D-FINE	Roboflow
57	DEIM-D-FINE-X	Vision	Object Detection	61.7M	—	148 MB	0.565mAP 50:95	—	DEIM	Roboflow
58	yolov13x.pt	Vision	Object Detection	64.0M	—	154 MB	0.537mAP 50:95	—	YOLOv13	Roboflow
59	yolov8x	Vision	Object Detection	68.2M	—	164 MB	0.529mAP 50:95	—	YOLOv8	Roboflow
60	DEIM-RT-DETRv2-X	Vision	Object Detection	74.9M	—	180 MB	0.555mAP 50:95	—	DEIM	Roboflow
61	RT-DETRv1 r101vd	Vision	Object Detection	92.5M	—	222 MB	0.543mAP 50:95	—	RT-DETR	Roboflow
62	RT-DETRv2-X	Vision	Object Detection	92.5M	—	222 MB	0.543mAP 50:95	—	RT-DETRv2	Roboflow
63	RTMDet-x	Vision	Object Detection	94.9M	—	228 MB	0.525mAP 50:95	—	RTMDet	Roboflow
64	LW-DETR-xlarge	Vision	Object Detection	118.0M	—	283 MB	0.583mAP 50:95	—	LW-DETR	Roboflow
65	RF-DETR-L	Vision	Object Detection	135.6M	—	326 MB	0.590mAP 50:95	—	RF-DETR	Roboflow