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Papers Benchmarks Datasets Tasks

Controllable Text-to-Image Generation research benchmarks · SOTA2 Research

Controllable Text-to-Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIG-Eval (test)

InstanceControl

85.04mIoU

15

Jul 1, 2026

InstanceControl

82.49mIoU

15

Jul 1, 2026

Controllable T2I benchmark

0.197Self-Sim

9

Jun 2, 2026

Quadrant-Control Experiment (test)

Localized Control via Latent Vector Prediction

0.004DMSEin

6

Feb 26, 2026

10.61FID

5

May 25, 2026

11.85FID

5

May 25, 2026

General Controllable Generation

2Fine-tuning Cost

1

Feb 26, 2026

Popular datasets

COCO Subject General Controllable Generation MultiGen Quadrant-Control Experiment

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