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Models/MoCE-IR

MoCE-IR

Reported on 12 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

Image Restorationon5-Degradations
Average PSNR· 2024-11-27
30.58
best: 31.25 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Image Restorationon5-Degradations
SSIM· 2024-11-27
0.919
best: 0.921 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Image Restorationon3-Degradations
Average PSNR· 2024-11-27
32.73
best: 33.21 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Image Restorationon3-Degradations
SSIM· 2024-11-27
0.917
best: 0.919 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Unified Image Restorationon5-Degradations
Average PSNR· 2024-11-27
30.58
best: 31.25 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Unified Image Restorationon5-Degradations
SSIM· 2024-11-27
0.919
best: 0.921 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Unified Image Restorationon3-Degradations
Average PSNR· 2024-11-27
32.73
best: 33.21 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
Unified Image Restorationon3-Degradations
SSIM· 2024-11-27
0.917
best: 0.919 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466

Audio4 results

10-shot image generationon5-Degradations
Average PSNR· 2024-11-27
30.58
best: 31.25 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
10-shot image generationon5-Degradations
SSIM· 2024-11-27
0.919
best: 0.921 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
10-shot image generationon3-Degradations
Average PSNR· 2024-11-27
32.73
best: 33.21 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466
10-shot image generationon3-Degradations
SSIM· 2024-11-27
0.917
best: 0.919 (ABAIR)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration arXiv:2411.18466