Rank Institution Model name FPS Hardware PQ PQth PQst RQ SQ F1
1 University of Ljubljana FC-CLIP-CNL-COCO-FT 10 A100 49.7 32.4 95.6 58.4 74.0 76.6
2 WaterScenes WaterScenes 30 4090 34.6 12.0 94.8 39.0 71.6 68.1
3 University of Ljubljana Mask2Former (Swin-B) 4.8 V100 41.7 21.8 94.7 48.5 78.2 71.1
4 WaterScenes WaterScenes 30 4090 40.7 20.5 94.4 47.2 72.5 68.5
5 WaterScenes WaterScenes 30 4090 40.1 19.8 94.3 46.5 72.3 68.0
6 WaterScenes WaterScenes 30 4090 37.4 16.1 94.2 42.7 72.8 69.2
7 WaterScenes WaterScenes 30 4090 28.6 4.1 93.9 31.0 56.1 40.9
8 University of Ljubljana Mask2Former (Swin-T) 5.4 V100 39.2 18.8 93.7 45.5 72.2 56.7
9 University of Ljubljana Mask2Former (RN-101) 5.7 V100 37.2 16.3 92.8 43.0 71.4 53.2
10 WaterScenes WaterScenes 30 4090 41.4 22.3 92.5 47.1 75.2 60.9
11 University of Ljubljana Mask2Former (RN-50) 10.6 V100 37.6 17.0 92.4 43.7 71.3 54.9
12 GIST AI Lab Baseline 12.9 H100 36.3 15.3 92.2 41.8 71.3 60.9
13 University of Ljubljana PSAM 0.6 2080 Ti 46.2 28.9 92.1 54.6 72.7 77.8
14 University of Ljubljana MaX-DeepLab (MaX-S) 3.7 V100 31.9 9.5 91.7 36.1 71.3 60.2
15 University of Ljubljana Panoptic Deeplab (RN-50) 6.0 V100 34.7 13.4 91.4 40.3 69.5 64.6
16 WaterScenes WaterScenes 30 4090 25.5 1.2 90.5 27.3 32.4 47.7
17 University of Ljubljana Panoptic FPN (RN-101) 16.7 V100 38.7 19.7 89.4 45.0 73.6 58.1
18 University of Ljubljana Panoptic FPN (RN-50) 21.7 V100 40.1 21.7 89.3 46.9 73.5 58.9