Skip to content

Rankings Industries Companies Research Blog

Sign in List your company

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
Image Generation on MNIST Brightness constraint

Image Generation on MNIST Brightness constraint

5.86FIDFM-RE

Updated 6mo ago

Evaluation results

Method	Links
FM-RE2025.08		5.86	1.12
FM2025.08		6.16	9.14
PDM2025.08		8.06	0

State-of-the-art paper

FM-RE

Constraint-Aware Flow Matching via Randomized Exploration

Dataset

MNIST

Follow for updates

Join SOTA2 Contact

Related benchmarks

Synthetic Generation Under Constraints on Box Synthetic generation under constraints on 2 boxes Synthetic generation under constraints on Subspace Constrained Generative Modeling on 20d l2 ball Image Classification on MNIST (Accuracy and L2 Norm)

Building an AI company?

Claim your profile, keep your facts current and see how buyers find you. Rankings are never paid for.

How rankings work List your company

Find AI companies and products for your business problem. Compare solutions and evidence by industry and task.

Explore

Rankings
Industries
Categories
Companies
Top AI companies

Read

Blog
Research
llms.txt

For AI companies

List your company
Claim a profile
Ranking badges

SOTA2 with AI

Claude connector
ChatGPT plugin
Tool reference
Connector privacy
Connector terms

SOTA2

Why SOTA2
How we rank
Contact

© 2026 SOTA2Built in Bellevue, USA