| Benchmark | Model | Rank | Results |
|---|---|---|---|
| semantic-segmentation-on-ade20k | SERNet-Former | #17 | Validation mIoU: 59.35 |
| semantic-segmentation-on-ade20k-val | SERNet-Former_v2 | #8 | mIoU: 59.35 |
| semantic-segmentation-on-bdd100k-val | SERNet-Former_v2 | #2 | mIoU: 67.42 |
| semantic-segmentation-on-camvid | SERNet-Former | #1 | Mean IoU: 84.62 |
| semantic-segmentation-on-cityscapes | SERNet-Former | #6 | Mean IoU (class): 84.83 |
| semantic-segmentation-on-cityscapes-val | SERNet-Former | #2 | mIoU: 87.35Validation mIoU: 87.35 |