| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PhysioNet 6 min quantization 2012 (test) | mTAND-Full | MSE0.49 | 30 | 4d ago | |
| PhysioNet 1 min quantization 2012 (test) | mTAND-Full | MSE0.47 | 24 | 4d ago | |
| PhysioNet (test) | mTAND-Full | MSE4.018 | 20 | 4d ago | |
| Lotka-Volterra Simulated | ConvGNP | Normalized Log-Likelihood-3.46 | 12 | 4d ago | |
| HADISD Interp (test) | TNP-A | Log-Likelihood0.031 | 11 | 4d ago | |
| ADNI | CASHformer w/ ViTlarge | Median Error0.0015 | 11 | 4d ago | |
| WSJ0 Audio Spectrogram | SVAE-SLDS | Interpolation FID (0.0-0.8)7.5 | 10 | 4d ago | |
| Human Motion Capture h3.6m | SVAE-SLDS | FID (0.0-0.8)7.9 | 10 | 4d ago | |
| Healthcare (10% missing) | CSDI | MAE0.217 | 10 | 4d ago | |
| Healthcare 90% missing | CSDI | MAE0.481 | 8 | 4d ago | |
| Healthcare 50% missing | CSDI | MAE0.301 | 8 | 4d ago | |
| Lotka-Volterra Real | ACNP | Normalized Log-Likelihood-4.18 | 6 | 4d ago | |
| 2-dimensional spirals | ContiFormer | RMSE0.49 | 3 | 4d ago |
