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Papers Benchmarks Datasets Tasks

Medical Image Synthesis research benchmarks · SOTA2 Research

Medical Image Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

92.45SSIM

108

May 12, 2026

VoCo 10k (train/test)

0.787FID

16

Feb 26, 2026

PMPBench DCE1,3 → DCE2

0.09LPIPS

11

Feb 26, 2026

PMPBench DCE1 → DCE2,3

0.101LPIPS

11

Feb 26, 2026

PMPBench DCE1 → DCE2

0.12LPIPS

11

Feb 26, 2026

PMPBench CT → CTC

0.065LPIPS

11

Feb 26, 2026

BraTS 2020 (test)

0.901SSIM

11

Feb 26, 2026

Combined CT/MRI dataset (test)

2Stage-CT-to-MRI CUT+R2AUNet

0.04MSE

10

Feb 26, 2026

52.28FID

9

Mar 6, 2026

BraTS Average 2023

31.92PSNR

8

Feb 26, 2026

30.76PSNR

8

Feb 26, 2026

33.08PSNR

8

Feb 26, 2026

UPenn-GBM (Avg)

33.34PSNR

8

Feb 26, 2026

33.65PSNR

8

Feb 26, 2026

33.04PSNR

8

Feb 26, 2026

Medical Image Synthesis Cross-sections (test)

60Inference Time (ms)

8

Feb 26, 2026

63.12FID

7

Mar 6, 2026

0.004FID

6

Jun 2, 2026

Gd-EOB-DTPA MR (test)

29.27Axial FID

5

Mar 26, 2026

BraTS plus UCSF-PDGM, TCGA-GBM, TCGA-LGG, and Rembrandt cohorts 2021 (test)

77.9Dice

5

Mar 5, 2026

Institution 2 prostate bpMRI (test)

0.006KID (3D)

4

May 19, 2026

LlamaGenMedITok

90.95gFID

4

Apr 2, 2026

PBC, BUSI, NIH-ChestXray14, ISIC2018, NCT-CRC, and DeepDRID

LlamaGenMedITok

76.78gFID

4

Apr 2, 2026

Contrast-enhanced CT

0.4Inference Time (s)

3

Feb 26, 2026

Chest X-rays Visual Turing Test (test)

0.602AUC (Senior)

2

Apr 2, 2026

Popular datasets

BraTS PMPBench UPenn-GBM Polyps KiTS

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