Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Text-to-Image Personalization research benchmarks · SOTA2 Research

Text-to-Image Personalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DreamBooth original (test)

Subject-Diffusion

0.771DINO Score

18

Feb 26, 2026

Concepts dataset

Continual Alternating

0.717CLIP-I Score

14

May 22, 2026

Text-to-Image Personalization

Semantic Anchoring Personalization

0.801CLIP-I

9

Feb 26, 2026

Custom Concepts Single-Concept (val)

Custom Diffusion

0.8Text Alignment Score

7

Feb 26, 2026

MS COCO prompts captions

0.666CLIP-T

7

Feb 26, 2026

70IDINO

6

Feb 26, 2026

Custom Concepts Multi-Concept (val)

Custom Diffusion

0.801Text Alignment

6

Feb 26, 2026

Custom Diffusion

76.9Text Alignment

4

Mar 25, 2026

Popular datasets

Custom Concepts MS-COCO DreamBooth ViCo Custom

Follow for updates

Join SOTA2 Contact