| semantic-segmentation-on-ade20k | NAT-Base | #137 | Validation mIoU: 49.7Params (M): 123GFLOPs (512 x 512): 1137 |
| semantic-segmentation-on-ade20k | NAT-Small | #141 | Validation mIoU: 49.5Params (M): 82GFLOPs (512 x 512): 1010 |
| semantic-segmentation-on-ade20k | NAT-Tiny | #161 | Validation mIoU: 48.4Params (M): 58GFLOPs (512 x 512): 934 |
| semantic-segmentation-on-ade20k | NAT-Mini | #191 | Validation mIoU: 46.4Params (M): 50GFLOPs (512 x 512): 900 |
| image-classification-on-imagenet | NAT-Base | #355 | Top 1 Accuracy: 84.3%Number of params: 90MGFLOPs: 13.7 |
| image-classification-on-imagenet | NAT-Small | #425 | Top 1 Accuracy: 83.7%Number of params: 51MGFLOPs: 7.8 |
| image-classification-on-imagenet | NAT-Tiny | #488 | Top 1 Accuracy: 83.2%Number of params: 28MGFLOPs: 4.3 |
| image-classification-on-imagenet | NAT-Mini | #644 | Top 1 Accuracy: 81.8%Number of params: 20MGFLOPs: 2.7 |