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Handwriting Synthesis research benchmarks · SOTA2 Research

Handwriting Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.37FID

10

Jul 9, 2026

4.37FID

10

Jul 9, 2026

45.49IV-S

10

Jul 9, 2026

HANDS-VNOnDB (test)

3.67FID

9

Jul 9, 2026

RIMES line-level

26.93FID

8

Feb 26, 2026

14.39FID

8

Feb 26, 2026

12.89FID

8

Feb 26, 2026

IAM-Word (250 samples)

HandwritingAgent

0.67SSIM

7

Jun 18, 2026

IAM-Line (test)

HandwritingAgent

0.77SSIM

7

Jun 18, 2026

CASIA-HWDB 1.1 (250 samples)

HandwritingAgent

76SSIM

2

Jun 18, 2026

Popular datasets

IAM RIMES CVL CASIA-HWDB HANDS-VNOnDB

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