| Order-3 nonnegative tensors n=500 samples (test) | BCG with Weak Oracle | NMSE0.004 | | 40 | 4mo ago |
| Carphone 144 x 176 x 100 | Ours | PSNR32.58 | | 35 | 4mo ago |
| News 144 x 176 x 100 | Ours | PSNR34.9 | | 35 | 4mo ago |
| Botswana 256 x 256 x 145 | Ours | PSNR45.27 | | 35 | 4mo ago |
| Washington DC 256 x 256 x 191 | Ours | PSNR47.96 | | 35 | 4mo ago |
| Flowers 256 x 256 x 31 | Ours | PSNR50.13 | | 35 | 4mo ago |
| Toys 256 x 256 x 31 | Ours | PSNR48.67 | | 35 | 4mo ago |
| Increasing order nonnegative tensors synthetic n = 10,000 samples | BCG with Weak Oracle | NMSE0.001 | | 18 | 4mo ago |
| Nonnegative tensors size 10^6 | BCG with Weak Oracle | NMSE0.005 | | 16 | 4mo ago |
| Face datasets 3% Sampling Rate | R1-FCTN-GNTC | MPSNR36.49 | | 15 | 4mo ago |
| Face datasets 1% Sampling | R2-FCTN-GNTC | MPSNR31.6 | | 15 | 4mo ago |
| Face datasets 0.5% Sampling Rate | R2-FCTN-GNTC | MPSNR28.58 | | 15 | 4mo ago |
| Face datasets (0.3% Sampling Rate) | R2-FCTN-GNTC | MPSNR26.96 | | 15 | 4mo ago |
| Face datasets 0.1% Sampling Rate | R1-FCTN-GNTC | MPSNR24.26 | | 15 | 4mo ago |
| Ribeira (test) | | Time (s)27 | | 12 | 1mo ago |
| MRI 80% missing ratio | BTC-T | PSNR22.33 | | 12 | 1mo ago |
| MRI 50% missing ratio | BTC-T | PSNR27.32 | | 12 | 1mo ago |
| Synthetic Discrete Data tensor size 30x30x30 (30% Sampling Rate) | RR-FBTC | RRSE0.107 | | 12 | 4mo ago |
| Synthetic Discrete Data tensor size 30x30x30 (20% Sampling Rate) | RR-FBTC | RRSE0.134 | | 12 | 4mo ago |
| NIPS word occurrence (20% test / 80% train) | NonparaT | MAE0.13 | | 11 | 4mo ago |
| MRN-114 brain connectivity (20% test 80% train) | NonparaT | MAE0.11 | | 10 | 4mo ago |
| MovieLens-10M (test) | Proposed | Time (s)1,748 | | 8 | 1mo ago |
| MRI 70% missing ratio | BTC-T | PSNR22.81 | | 8 | 1mo ago |
| MRI 60% missing ratio | BTC-T | PSNR25.3 | | 8 | 1mo ago |
| PEMS (train) | DCGC | RMSE3.8598 | | 7 | 1mo ago |
