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Models/ALGNet

ALGNet

Reported on 32 benchmarks across 4 tasks · 1 paper · 28 SOTA

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

Computer Vision8 results

DeblurringonRealBlur-J
SSIM (sRGB)· 2024-03-29
0.946
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-R
PSNR (sRGB)· 2024-03-29
41.16
best: 41.19 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-R
SSIM (sRGB)· 2024-03-29
0.981
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-03-29
36.35
best: 36.53 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.961
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-03-29
29.12
best: 30.12 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.886
best: 0.894 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
DeblurringonRealBlur-J
PSNR (sRGB)· 2024-03-29
32.94
best: 33.96 (AdaRevD)
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106

Methodology8 results

2D ClassificationonRealBlur-J
SSIM (sRGB)· 2024-03-29
0.946
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-R
PSNR (sRGB)· 2024-03-29
41.16
best: 41.19 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-R
SSIM (sRGB)· 2024-03-29
0.981
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-03-29
36.35
best: 36.53 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.961
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-03-29
29.12
best: 30.12 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.886
best: 0.894 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
2D ClassificationonRealBlur-J
PSNR (sRGB)· 2024-03-29
32.94
best: 33.96 (AdaRevD)
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106

Audio8 results

10-shot image generationonRealBlur-J
SSIM (sRGB)· 2024-03-29
0.946
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-R
PSNR (sRGB)· 2024-03-29
41.16
best: 41.19 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-R
SSIM (sRGB)· 2024-03-29
0.981
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-03-29
36.35
best: 36.53 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.961
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-03-29
29.12
best: 30.12 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.886
best: 0.894 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
10-shot image generationonRealBlur-J
PSNR (sRGB)· 2024-03-29
32.94
best: 33.96 (AdaRevD)
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106

Computer Code8 results

Blind Image DeblurringonRealBlur-J
SSIM (sRGB)· 2024-03-29
0.946
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-R
PSNR (sRGB)· 2024-03-29
41.16
best: 41.19 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-R
SSIM (sRGB)· 2024-03-29
0.981
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-R (trained on GoPro)
PSNR (sRGB)· 2024-03-29
36.35
best: 36.53 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.961
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2024-03-29
29.12
best: 30.12 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2024-03-29
0.886
best: 0.894 (AdaRevD)
SOTA
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106
Blind Image DeblurringonRealBlur-J
PSNR (sRGB)· 2024-03-29
32.94
best: 33.96 (AdaRevD)
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring arXiv:2403.20106