| instance-segmentation-on-coco-minival | XCiT-M24/8 | #74 | mask AP: 43.7 |
| instance-segmentation-on-coco-minival | XCiT-S24/8 | #77 | mask AP: 43.0 |
| semantic-segmentation-on-ade20k | XCiT-M24/8 (UperNet) | #160 | Validation mIoU: 48.4 |
| semantic-segmentation-on-ade20k | XCiT-S24/8 (UperNet) | #165 | Validation mIoU: 48.1 |
| semantic-segmentation-on-ade20k | XCiT-S24/8 (Semantic-FPN) | #183 | Validation mIoU: 47.1 |
| semantic-segmentation-on-ade20k | XCiT-M24/8 (Semantic-FPN) | #185 | Validation mIoU: 46.9 |
| semantic-segmentation-on-ade20k | XCiT-S12/8 (UperNet) | #189 | Validation mIoU: 46.6 |
| semantic-segmentation-on-ade20k | XCiT-S12/8 (Semantic-FPN) | #218 | Validation mIoU: 44.2 |
| image-classification-on-imagenet | XCiT-L24 | #190 | Top 1 Accuracy: 86%Number of params: 189MGFLOPs: 417.9 |
| image-classification-on-imagenet | XCiT-M24 | #204 | Top 1 Accuracy: 85.8%Number of params: 84MGFLOPs: 188 |
| image-classification-on-imagenet | XCiT-S24 | #225 | Top 1 Accuracy: 85.6%Number of params: 48MGFLOPs: 106 |
| image-classification-on-imagenet | XCiT-S12 | #275 | Top 1 Accuracy: 85.1%Number of params: 26MGFLOPs: 55.6 |
| object-detection-on-coco-val2017 | XCiT-M24/8 | #254 | box AP: 48.5 |
| object-detection-on-coco-val2017 | XCiT-S24/8 | #260 | box AP: 48.1 |