vision
Dinomaly2
Research model for industrial visual anomaly detection; image AUROC MVTec AD 99.9, VisA 99.3, Real-IAD 92.1. Licence unverified.
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Released24 Oct 2025
Opennessunknown
Runs onnot in the notes
Statusnot in the notes
Benchmark Results
vendor-reported
MVTec ADindustrial
Dinomaly2-L, multi-class unified, image AUROCvendor-reported
99.9
050100
Score in AUROC. Higher is better.
Real-IADindustrial
Dinomaly2-L, multi-class unified, image AUROCvendor-reported
92.1
050100
Score in AUROC. Higher is better.
VisAindustrial
Dinomaly2-L, multi-class unified, image AUROCvendor-reported
99.3
050100
Score in AUROC. Higher is better.
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
successor
Dinomaly is the parent (successor)medium confidencenotesWhere 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, 2 models. Confidence and evidence are the notes' own.
Industry Use Cases
R&D Topics
Identity
- Developer
- Tsinghua University, Beijing Institute of Technology, Shanghai Jiao Tong University, Fudan University
- Family
- not in the notes
- Released
- 24 Oct 2025 sourcesnotes
- 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
- dense transformer ViT-S/B/L on DINOv2-R features; multi-class unified unsupervised anomaly detection
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- image
- Output
- not in the notes
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
- unknown
- Licence
- not in the notes sources
- Access routes
- research only
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- 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.
Links
DevelopersTsinghua Universityuniversity, ChinaBeijing Institute of Technologyuniversity, China
Shanghai Jiao Tong Universityuniversity, China
Fudan Universityuniversity, China
Tsinghua Universityuniversity, ChinaBeijing Institute of Technologyuniversity, ChinaShanghai Jiao Tong Universityuniversity, ChinaFudan Universityuniversity, ChinaModelDinomaly2Tsinghua University, vision
Dinomaly2Tsinghua University, visionWho Runs It
PT Aneka Tambang Tbk (ANTAM), ferronickelIn production, 9 Sep 2026
China National Petroleum Corp.In production, 24 Jun 2025Pertamina New & Renewable Energy (Pertamina NRE)In production, 24 Apr 2025
PT Akebono Brake Astra Indonesia (Astra Otoparts group)In production, 19 Apr 2023+1 moreDeployments of these use cases; none names this model.
PT Aneka Tambang Tbk (ANTAM), ferronickelIn production, 9 Sep 2026China National Petroleum Corp.In production, 24 Jun 2025Pertamina New & Renewable Energy (Pertamina NRE)In production, 24 Apr 2025PT Akebono Brake Astra Indonesia (Astra Otoparts group)In production, 19 Apr 2023+1 moreDeployments of these use cases; none names this model.Organisations 4
Sources
- arxiv.org/pdf/2510.17611 https://arxiv.org/pdf/2510.17611
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Dinomaly2", https://aurion.semai.id/models/tsinghua-university-dinomaly2/, records of October 2026.