| conditional-image-generation-on-imagenet-128x128 | HamGAN | #17 | FID: 14.80Inception score: 58.75 |
| semantic-segmentation-on-ade20k | Light-Ham (VAN-Huge) | #97 | Validation mIoU: 51.5Params (M): 61.1GFLOPs (512 x 512): 71.8 |
| semantic-segmentation-on-ade20k | Light-Ham (VAN-Large) | #105 | Validation mIoU: 51.0Params (M): 45.6GFLOPs (512 x 512): 55.0 |
| semantic-segmentation-on-ade20k | Light-Ham (VAN-Base) | #131 | Validation mIoU: 49.6Params (M): 27.4GFLOPs (512 x 512): 34.4 |
| semantic-segmentation-on-ade20k | HamNet (ResNet-101) | #172 | Validation mIoU: 46.8 |
| semantic-segmentation-on-ade20k | Light-Ham (VAN-Small, D=256) | #194 | Validation mIoU: 45.2Params (M): 13.8GFLOPs (512 x 512): 15.8 |
| semantic-segmentation-on-ade20k-val | Light-Ham (VAN-Huge, 61M, IN-1k, MS) | #44 | mIoU: 51.5 |
| semantic-segmentation-on-ade20k-val | Light-Ham (VAN-Large, 46M, IN-1k, MS) | #47 | mIoU: 51.0 |
| semantic-segmentation-on-ade20k-val | Light-Ham (VAN-Base, 27M, IN-1k, MS) | #56 | mIoU: 49.6 |
| semantic-segmentation-on-pascal-context | HamNet (ResNet-101) | #26 | mIoU: 55.2 |
| semantic-segmentation-on-pascal-voc-2012-test | HamNet w/o COCO (ResNet-101) | #7 | Mean IoU: 85.9% |