🏅 Results - AI4Life Microscopy Supervised Denoising Challenge 2025 - Grand Challenge

AI4Life Microscopy Supervised Denoising Challenge 2025 Banner

The challenge is over!

Challenge results¶

We want to thank our wonderful participants and acknowledge the best entries for each leaderboard.

🪱 Leaderboard 1: 3d Denoising (Planaria)¶

Rank	Name	Affiliation	Algorithm	Result SI-PSNR	Link to code
1	Guillermo_Rey	Universidad Carlos III de Madrid	NAFNet GAN denoising model trained on 2D Fluorescence Microscopy Images of Planaria	32.7359
2	sungjunc01	Hong Kong univeristy of Science and Technology	Unet Care Hybrid	31.4879
3	sungjunc01	Hong Kong univeristy of Science and Technology	Unet Care Hybrid	30.5785

🐞 Leaderboard 2: 3d Denoising (Tribolium)¶

Rank	Name	Affiliation	Algorithm	Result SI-PSNR	Link to code
1	Guillermo_Rey	Universidad Carlos III de Madrid	NAFNet GAN denoising model trained on 2D Fluorescence Microscopy Images of Planaria	27.9314
2	hu2274898	Beihang University	Resunet	25.7342
3	sungjunc01	Hong Kong univeristy of Science and Technology	Unet Care Hybrid	24.8724

🧬 Leaderboard 3: 2d Denoising (Nuclei)¶

Rank	Name	Affiliation	Algorithm	Result SI-PSNR	Link to code
1	wangyuanchen	Harbin institute of technology	Unet	31.7287
2	wangyuanchen	Harbin institute of technology	Unet	31.5628
3	sungjunc01	Hong Kong univeristy of Science and Technology	Unet Care Hybrid	30.8930

🔬 Leaderboard 4: 2d Denoising (Fmd)¶

Rank	Name	Affiliation	Algorithm	Result SI-PSNR	Link to code
1	Guillermo_Rey	Universidad Carlos III de Madrid	NAFNet denoising model trained on 2D Fluorescence Microscopy Denoising (FMD) dataset	38.1628
2	wangyuanchen	Harbin institute of technology	Unet	37.1843
3	wangyuanchen	Harbin institute of technology	Unet	37.0707