Project AURIONAI Use-Cases Research & Innovation
Ultralytics
vision

YOLO11

Earlier Ultralytics multi-task YOLO model, described as the mature option for stable production.

UltralyticsUltralyticsUSA
YOLO11 performance plots from the official model card.
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Released16 Oct 2024
Opennessopen source
Runs onembedded GPU, single datacentre GPU
Statusactive

Benchmark Results

independent
COCO val valdomain
val, M size, as reported in RF-DETR paperindependent
48.3
03570

Score in AP. Higher is better.

Nov 2025 arxiv.org
val, S size, as reported in RF-DETR paperindependent
44.1
03570

Score in AP. Higher is better.

Nov 2025 arxiv.org
val, N size, as reported in RF-DETR paperindependent
37.1
03570

Score in AP. Higher is better.

Nov 2025 arxiv.org
Where this comes from
Every score names who ran it: vendor-reported, maintainer-run or independent. A rank is shown with the population it was ranked in (gap rule 3).

Lineage

successorfinetune
YOLOv10 to YOLO26: successor, low confidenceYOLO11 to YOLO26: successor, medium confidenceYOLO11 to YOLOv11 FFB ripeness grader (IJCCS 2025): finetune, medium confidenceYOLO26 to YOLO27: successor, low confidenceYOLOv10YOLOv10Tsinghua University, May 2024YOLO11YOLO11Ultralytics, Oct 2024YOLOv11 FFB ripeness grader (IJCCS 2025)YOLOv11 FFB ripeness grade…UPN Veteran Jawa Timur, Oct 2025YOLO26YOLO26Ultralytics, Jan 2026YOLO27YOLO27Ultralytics
UltralyticsYOLO26 is a child (successor)medium confidencenotes
UPN Veteran Jawa TimurYOLOv11 FFB ripeness grader (IJCCS 2025) is a child (finetune)medium confidencenotes
Where this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 5 models. Confidence and evidence are the notes' own.

R&D Topics

Real-time object detection (YOLO and DETR lines)produced by

Identity

Developer
Ultralytics
Family
not in the notes
Released
16 Oct 2024 sourcesregistry date
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
CNN
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
image
Output
image, text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open source
Licence
GNU Affero General Public License v3.0 sources
Access routes
open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
embedded GPU, single datacentre GPU
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Industry Use Cases

No industry use case links this model.

Sources

  1. Models Supported by Ultralytics | Ultralytics Docs docs.ultralytics.com https://docs.ultralytics.com/yolo/
  2. RF-DETR: Neural Architecture Search for Real-Time Detection Transformers arxiv.org https://arxiv.org/html/2511.09554v2
  3. huggingface.co/api/models/Ultralytics/YOLO11 https://huggingface.co/api/models/Ultralytics/YOLO11
  4. Ultralytics YOLO26 | Ultralytics Docs docs.ultralytics.com https://docs.ultralytics.com/models/yolo26/
  5. Optimization of Palm Fruit Ripeness Detection With Yolov11 on CPU | Anniswa | IJCCS (Indonesian Journal of Computing and Cybernetics Systems journal.ugm.ac.id https://journal.ugm.ac.id/ijccs/article/view/111253

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "YOLO11", https://aurion.semai.id/models/ultralytics-yolo11/, records of October 2026.