Click-Through Rate Prediction on Criteo (val)
0.4515Validation LossSequential Attention++
Evaluation results
| Method | Links | |
|---|---|---|
| Sequential Attention++Sparsity=90%, Block Size=52024.02 | 0.4515 | |
| ACDCSparsity=90%, Block Size=52024.02 | 0.4517 | |
| PowerPropagationSparsity=90%, Block Size=52024.02 | 0.4521 | |
| MagnitudeSparsity=90%, Block Size=52024.02 | 0.4523 | |
| Sequential Attention++Sparsity=90%, Block Size=102024.02 | 0.4535 | |
| Sequential Attention++Sparsity=95%, Block Size=52024.02 | 0.454 | |
| PowerPropagationSparsity=95%, Block Size=52024.02 | 0.4547 | |
| ACDCSparsity=95%, Block Size=52024.02 | 0.4547 | |
| Sequential Attention++Sparsity=97%, Block Size=52024.02 | 0.457 | |
| PowerPropagationSparsity=90%, Block Size=102024.02 | 0.4572 | |
| ACDCSparsity=90%, Block Size=102024.02 | 0.458 | |
| MagnitudeSparsity=95%, Block Size=52024.02 | 0.4586 | |
| PowerPropagationSparsity=97%, Block Size=52024.02 | 0.4587 | |
| Sequential Attention++Sparsity=95%, Block Size=102024.02 | 0.4595 | |
| Sequential Attention++Sparsity=90%, Block Size=202024.02 | 0.4596 | |
| Sequential Attention++Sparsity=98%, Block Size=52024.02 | 0.4601 | |
| ACDCSparsity=97%, Block Size=52024.02 | 0.4606 | |
| PowerPropagationSparsity=98%, Block Size=52024.02 | 0.4622 | |
| MagnitudeSparsity=97%, Block Size=52024.02 | 0.4656 | |
| ACDCSparsity=98%, Block Size=52024.02 | 0.4692 | |
| MagnitudeSparsity=90%, Block Size=102024.02 | 0.4693 | |
| Sequential Attention++Sparsity=97%, Block Size=102024.02 | 0.4708 | |
| Sequential Attention++Sparsity=95%, Block Size=202024.02 | 0.4715 | |
| MagnitudeSparsity=98%, Block Size=52024.02 | 0.4717 | |
| ACDCSparsity=95%, Block Size=102024.02 | 0.4754 | |
| PowerPropagationSparsity=95%, Block Size=102024.02 | 0.4768 | |
| Sequential Attention++Sparsity=99%, Block Size=52024.02 | 0.4803 | |
| ACDCSparsity=90%, Block Size=202024.02 | 0.4829 | |
| Sequential Attention++Sparsity=97%, Block Size=202024.02 | 0.4865 | |
| MagnitudeSparsity=99%, Block Size=52024.02 | 0.4881 | |
| MagnitudeSparsity=95%, Block Size=102024.02 | 0.4892 | |
| Sequential Attention++Sparsity=98%, Block Size=102024.02 | 0.4904 | |
| PowerPropagationSparsity=90%, Block Size=202024.02 | 0.492 | |
| MagnitudeSparsity=90%, Block Size=202024.02 | 0.4923 | |
| ACDCSparsity=98%, Block Size=102024.02 | 0.4929 | |
| ACDCSparsity=97%, Block Size=102024.02 | 0.4936 | |
| PowerPropagationSparsity=95%, Block Size=202024.02 | 0.4946 | |
| ACDCSparsity=95%, Block Size=202024.02 | 0.4961 | |
| MagnitudeSparsity=95%, Block Size=202024.02 | 0.4998 | |
| MagnitudeSparsity=97%, Block Size=102024.02 | 0.5004 | |
| PowerPropagationSparsity=99%, Block Size=52024.02 | 0.5017 | |
| ACDCSparsity=99%, Block Size=52024.02 | 0.505 | |
| ACDCSparsity=97%, Block Size=202024.02 | 0.5056 | |
| PowerPropagationSparsity=97%, Block Size=102024.02 | 0.5061 | |
| Sequential Attention++Sparsity=99%, Block Size=102024.02 | 0.5068 | |
| MagnitudeSparsity=97%, Block Size=202024.02 | 0.5079 | |
| PowerPropagationSparsity=97%, Block Size=202024.02 | 0.5093 | |
| MagnitudeSparsity=98%, Block Size=102024.02 | 0.5145 | |
| ACDCSparsity=99%, Block Size=102024.02 | 0.5153 | |
| PowerPropagationSparsity=98%, Block Size=102024.02 | 0.5158 | |
| Sequential Attention++Sparsity=98%, Block Size=202024.02 | 0.5162 | |
| ACDCSparsity=98%, Block Size=202024.02 | 0.5184 | |
| Sequential Attention++Sparsity=99%, Block Size=202024.02 | 0.5253 | |
| PowerPropagationSparsity=99%, Block Size=102024.02 | 0.5295 | |
| MagnitudeSparsity=99%, Block Size=102024.02 | 0.5376 | |
| PowerPropagationSparsity=98%, Block Size=202024.02 | 0.5379 | |
| PowerPropagationSparsity=99%, Block Size=202024.02 | 0.5425 | |
| ACDCSparsity=99%, Block Size=202024.02 | 0.5427 | |
| MagnitudeSparsity=98%, Block Size=202024.02 | 0.5447 | |
| MagnitudeSparsity=99%, Block Size=202024.02 | 0.5482 |