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Rank Institution Model name FPS Hardware PQ PQth PQst RQ SQ F1
1 GIST AI Lab PanopticWaterFormer 1.1 H100 52.6 36.9 94.3 61.2 75.6 84.4
2 University of Ljubljana FC-CLIP-CNL-COCO-FT 10 A100 49.7 32.4 95.6 58.4 74.0 76.6
3 GIST AI Lab PanopticWaterFormer 1.1 H100 48.1 30.5 95.0 56.1 74.3 83.2
4 University of Ljubljana PSAM 0.6 2080 Ti 46.2 28.9 92.1 54.6 72.7 77.8
5 WaterScenes WaterScenes 30 4090 43.8 24.6 94.8 51.1 73.3 73.9
6 University of Ljubljana Mask2Former (Swin-B) 4.8 V100 41.7 21.8 94.7 48.5 78.2 71.1
7 WaterScenes WaterScenes 30 4090 41.4 22.3 92.5 47.1 75.2 60.9
8 WaterScenes WaterScenes 30 4090 40.7 20.5 94.4 47.2 72.5 68.5
9 University of Ljubljana Panoptic FPN (RN-50) 21.7 V100 40.1 21.7 89.3 46.9 73.5 58.9
10 WaterScenes WaterScenes 30 4090 40.1 19.8 94.3 46.5 72.3 68.0
11 University of Ljubljana Mask2Former (Swin-T) 5.4 V100 39.2 18.8 93.7 45.5 72.2 56.7
12 University of Ljubljana Panoptic FPN (RN-101) 16.7 V100 38.7 19.7 89.4 45.0 73.6 58.1
13 University of Ljubljana Mask2Former (RN-50) 10.6 V100 37.6 17.0 92.4 43.7 71.3 54.9
14 WaterScenes WaterScenes 30 4090 37.4 16.1 94.2 42.7 72.8 69.2
15 University of Ljubljana Mask2Former (RN-101) 5.7 V100 37.2 16.3 92.8 43.0 71.4 53.2
16 University of Ljubljana Panoptic Deeplab (RN-50) 6.0 V100 34.7 13.4 91.4 40.3 69.5 64.6
17 WaterScenes WaterScenes 30 4090 34.6 12.0 94.8 39.0 71.6 68.1
18 University of Ljubljana MaX-DeepLab (MaX-S) 3.7 V100 31.9 9.5 91.7 36.1 71.3 60.2
19 WaterScenes WaterScenes 30 4090 28.6 4.1 93.9 31.0 56.1 40.9
20 WaterScenes WaterScenes 30 4090 25.5 1.2 90.5 27.3 32.4 47.7