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Models/MST-L

MST-L

Reported on 14 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Computer Vision7 results

Image RestorationonKAIST
PSNR· 2021-11-15
35.18
best: 40.69 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Image RestorationonKAIST
SSIM· 2021-11-15
0.948
best: 0.978 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Image RestorationonCAVE
PSNR· 2021-11-15
35.18
best: 40.69 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Image RestorationonCAVE
SSIM· 2021-11-15
0.948
best: 0.978 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Image RestorationonARAD-1K
PSNR· 2021-11-15
33.9
best: 34.32 (MST++)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Image RestorationonARAD-1K
RMSE· 2021-11-15
0.0256
best: 0.0248 (MST++)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Image RestorationonARAD-1K
MRAE· 2021-11-15
0.1772
best: 0.3814 (HSCNN+)
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910

Audio7 results

10-shot image generationonKAIST
PSNR· 2021-11-15
35.18
best: 40.69 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
10-shot image generationonKAIST
SSIM· 2021-11-15
0.948
best: 0.978 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
10-shot image generationonCAVE
PSNR· 2021-11-15
35.18
best: 40.69 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
10-shot image generationonCAVE
SSIM· 2021-11-15
0.948
best: 0.978 (SSR)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
10-shot image generationonARAD-1K
PSNR· 2021-11-15
33.9
best: 34.32 (MST++)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
10-shot image generationonARAD-1K
RMSE· 2021-11-15
0.0256
best: 0.0248 (MST++)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
10-shot image generationonARAD-1K
MRAE· 2021-11-15
0.1772
best: 0.3814 (HSCNN+)
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910