| Rank | Institution | Model name | FPS | Hardware | PQ | PQth | PQst | RQ | SQ | F1 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | University of Ljubljana | Mask2Former (Swin-B) | 4.8 | V100 | 41.7 | 21.8 | 94.7 | 48.5 | 78.2 | 71.1 |
| 2 | University of Ljubljana | Panoptic FPN (RN-50) | 21.7 | V100 | 40.1 | 21.7 | 89.3 | 46.9 | 73.5 | 58.9 |
| 3 | University of Ljubljana | Mask2Former (Swin-T) | 5.4 | V100 | 39.2 | 18.8 | 93.7 | 45.5 | 72.2 | 56.7 |
| 4 | University of Ljubljana | Panoptic FPN (RN-101) | 16.7 | V100 | 38.7 | 19.7 | 89.4 | 45.0 | 73.6 | 58.1 |
| 5 | University of Ljubljana | Mask2Former (RN-50) | 10.6 | V100 | 37.6 | 17.0 | 92.4 | 43.7 | 71.3 | 54.9 |
| 6 | University of Ljubljana | Mask2Former (RN-101) | 5.7 | V100 | 37.2 | 16.3 | 92.8 | 43.0 | 71.4 | 53.2 |
| 7 | University of Ljubljana | Panoptic Deeplab (RN-50) | 6.0 | V100 | 34.7 | 13.4 | 91.4 | 40.3 | 69.5 | 64.6 |
| 8 | University of Ljubljana | MaX-DeepLab (MaX-S) | 3.7 | V100 | 31.9 | 9.5 | 91.7 | 36.1 | 71.3 | 60.2 |