| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Real DSC-MRI dataset | Algorithm 1 | Relative Percentage Error0.45 | 24 | 1mo ago | |
| LibriSpeech | Normalized RMSE0 | 18 | 2mo ago | ||
| MIT-BIH ECG | Normalized RMSE0 | 18 | 2mo ago | ||
| X-ray scattering wide-angle | WIEN-INR | PSNR44.69 | 17 | 1mo ago | |
| Neutron Scattering | WIEN-INR | PSNR29.11 | 15 | 1mo ago | |
| EEG real 1D datasets (test) | CLOMP | Mean SSIM98 | 15 | 1mo ago | |
| WSN real 1D datasets (test) | CLOMP | Mean SSIM88.6 | 15 | 1mo ago | |
| ECG real 1D datasets (test) | CLOMP | Mean SSIM0.991 | 15 | 1mo ago | |
| X-ray scattering ultra-fast | WIEN-INR | PSNR30.1 | 10 | 1mo ago | |
| Working memory dataset 2022 (unseen) | NEURORVQ | Raw Signal MSE0.09 | 2 | 2mo ago | |
| High Gamma motor dataset 2017 (unseen) | NEURORVQ | Raw Signal MSE0.084 | 2 | 2mo ago | |
| Video | Wavelet as Tokenizer | PSNR34.45 | 1 | 1mo ago | |
| Image | Wavelet as Tokenizer | PSNR29.98 | 1 | 1mo ago | |
| Audio | Wavelet as Tokenizer | PSNR32.6 | 1 | 1mo ago | |
| Synthetic Signals Heteroscedastic | - | - | 0 | 4mo ago | |
| Synthetic Signals Homoscedastic | - | - | 0 | 4mo ago |
