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Challenge results

Structured Noise 1: Hagen et al

Rank Name Affiliation Algorithm Result SI-PSNR Result SSIM Link to code
1 bensalmon University of Birmingham COSDD 31.4847 0.5523 https://github.com/krulllab/COSDD/tree/n_dimensional
2 mcroft Human Technopole N2V 30.8962 0.5534 https://github.com/CAREamics/careamics-examples/blob/main/applications/n2v/2D/Hagen_N2V.ipynb
3 shanetoy Seoul National University Classical 30.8406 0.5525 https://github.com/ai4life-opencalls/AI4Life-MDC24-shanetoy-solution

Structured Noise 2: SUPPORT

Rank Name Affiliation Algorithm Result SI-PSNR Result SSIM Link to code
1 bensalmon University of Birmingham COSDD 30.4415 0.6278 https://github.com/krulllab/COSDD/tree/n_dimensional
2 a897574323 University of Shanghai for Science and Technology N2V 29.7744 0.6112 https://github.com/baba1587/AI4life_submit/tree/main
3 edoardogiacomello Human Technopole N2V 28.8547 0.5272 https://github.com/edoardogiacomello/AI4LifeSubmissions/blob/main/train_n2v_careamist.py

Unstructured Noise 1: JUMP

Rank Name Affiliation Algorithm Result SI-PSNR Result SSIM Link to code
- kalexis National and Kapodistrian University of Athens N2V 35.6424 0.9378 Not published
1 bensalmon University of Birmingham COSDD 35.6282 0.9507 https://github.com/krulllab/COSDD/tree/n_dimensional
2 mcroft Human Technopole N2V 35.4957 0.9413 https://github.com/CAREamics/careamics-examples/blob/main/applications/n2v/channels/JUMP_N2V.ipynb

Unstructured Noise 2: W2S

Rank Name Affiliation Algorithm Result SI-PSNR Result SSIM Link to code
1 bensalmon University of Birmingham COSDD 35.6855 0.9163 https://github.com/krulllab/COSDD/tree/n_dimensional
2 edoardogiacomello Human Technopole N2V2 35.0505 0.9025 https://github.com/edoardogiacomello/AI4LifeSubmissions/blob/main/train_n2v_careamist.py
3 mcroft Human Technopole N2V 34.3323 0.8956 https://github.com/CAREamics/careamics-examples/blob/main/applications/n2v/channels/W2S_N2V.ipynb