NewThe detectors that scored perfect collapsed the hardest under attack.
The benchmark catalog

2 live benchmarks. 3 on the roadmap. One schema.

Every card documents the same dimensions, so you can read them the way you read a paper: skim the threat model, check the sample size, look at the limitations, decide whether to license.

2
available
3
on roadmap
Signature sampleMG-KYC-01ID / KYC INJECTIONHiDream-O1
REALREAL
Class · Real Reference
Source · Licensed Stock
QWENQWEN
Generator · Qwen-Image-Edit
TTP · Identity-Preserving Edit
MG-KYC-01Available

Passport and ID Face-Injection

DETAIL · GENERATORS

Two frontier identity-preserving editors.

Qwen-Image-Edit, an identity-preserving edit of a licensed reference. HiDream-O1, the same reference edited independently. Each real reference is edited by both, an identity-locked triplet.

998
real references
1,996
attacks
12
demographic cells
01 / 07
Signature sampleMG-SYN-01SYNTHETIC FACESSDXL + InstantID
Real referenceREAL
Class · Real Reference
Source · Licensed Stock
GeneratedGENERATED
Generator · SDXL + InstantID
TTP · Identity-Conditioned Synthesis
MG-SYN-01Available

Synthetic Face Benchmark

DETAIL · GENERATORS

One identity-conditioned diffusion family in v1.

SDXL with InstantID identity conditioning. Targeted to fill each demographic cell. Every item labeled with the generator it came from.

27,997
clean images
18
conditions
12
demographic cells
01 / 07
MG-SWP-01On the roadmap

Face-Swap Video

A target identity transplanted onto a host video, frame by frame.

MG-PUP-01On the roadmap

i2v Puppeteering

A single reference image animated into a driven video of the same person.

MG-LIV-01On the roadmap

Active Liveness PAD

Presentation attacks (replay, print, mask) against active-liveness challenges.

Real faces are licensed from commercial stock-media providers; synthetic faces are generated in house.Generators disclosed with model and version.Every item carries a tactic, technique, and procedure tag.