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Rank Institution Model name FPS Hardware Q μ Pr Re F1 mIoU
1 GIST AI Lab WaterFormer 1.7 RTX 4090 83.2 80.5 81.6 88.0 84.7 98.3
2 GIST AI Lab WaterFormer 1.7 RTX 4090 82.2 80.7 82.0 85.3 83.6 98.3
3 GIST AI Lab WaterFormer 1.7 RTX 4090 84.0 80.4 81.8 89.6 85.5 98.2
4 WaterScenes WaterScenes 30 4090 79.8 80.6 82.9 79.8 81.3 98.1
5 HSU Mask2Former 1 V100 71.6 80.3 72.3 73.6 72.9 98.1
6 GIST AI Lab WaterFormer 2.1 RTX 4090 78.8 79.9 78.4 82.3 80.3 98.1
7 HSU Mask2Former 1 V100 73.8 78.5 76.9 73.8 75.3 98.0
8 WaterScenes WaterScenes 30 4090 78.0 80.6 78.5 80.7 79.6 98.0
9 Individual Hk9084 2.9 Nvidia A100 77.1 80.1 79.3 78.1 78.7 97.9
10 Individual Hk9084 2.9 Nvidia A100 75.9 79.6 75.6 79.6 77.5 97.9
11 HKUST Transformer 5 3090 73.3 79.5 74.5 75.1 74.8 97.9
12 HSU Mask2Former 2 V100 72.2 76.7 71.8 75.8 73.7 97.9
13 Individual Hk9084 2.4 Nvidia A100 76.9 80.0 76.9 80.4 78.6 97.9
14 Individual Hk9084 2.4 Nvidia A100 76.9 80.0 76.4 81.0 78.6 97.9
15 HSU Mask2Former 1 V100 73.5 77.4 72.1 78.4 75.1 97.9
16 Wisdom NFormer 4 4090 75.0 79.2 73.1 80.6 76.7 97.9
17 DLMU CPA-baseline 15.6 NVIDIA GeForce RTX 2080Ti 70.9 77.9 75.0 70.1 72.5 97.9
18 DLMU CPA 15.6 NVIDIA GeForce RTX 2080Ti 71.8 77.7 75.7 71.2 73.4 97.9
19 University of Cagliari Mask2formerv1 6 rtx 2080 75.3 80.0 76.6 77.2 76.9 97.9
20 BUPT Mask2former 2 RTX 4090 72.3 78.0 73.6 74.2 73.9 97.9
21 BUPT Mask2former 2.7 RTX 4090 74.1 77.8 73.5 78.1 75.7 97.8
22 DLMU Mask2former 5.9 NVIDIA GeForce RTX 3090 75.7 78.4 79.7 75.1 77.3 97.8
23 University of Cagliari Snarciv3 3.1 Nvidia RTX 3060 78.1 79.7 76.9 83.0 79.9 97.8
24 BUPT Mask2former 3 RTX 4090 74.7 77.8 74.6 78.3 76.4 97.8
25 Individual Hk9084 2.5 Nvidia A100 79.0 79.7 77.6 84.2 80.8 97.8
26 BUPT Mask2former 2.7 RTX 4090 75.1 77.7 78.7 74.9 76.8 97.8
27 DLMU mask2former-vit-s-last 5.9 NVIDIA GeForce RTX 3090 72.4 77.4 76.6 71.7 74.0 97.8
28 DLMU mask2former-vit-s 5.9 NVIDIA GeForce RTX 3090 72.8 77.4 77.0 72.0 74.4 97.8
29 NWPU transformer_baseline 10 4090 69.6 77.0 76.9 66.3 71.2 97.8
30 BUPT Mask2former 2.7 RTX 4090 76.3 74.7 78.9 77.3 78.1 97.7
31 Wisdom NFormer 2 4090 70.7 78.8 68.3 77.1 72.4 97.7
32 FEE, CTU in Prague PixOOD ft uni 0.8 A100 77.4 74.4 76.0 82.7 79.2 97.7
33 HKUST Transformer 5 3090 75.8 79.3 73.9 81.8 77.6 97.7
34 BUPT Mask2former 3 RTX 4090 71.3 77.9 69.6 76.8 73.0 97.7
35 GIST AI Lab WaterFormer 3.2 RTX 4090 76.6 78.9 74.9 82.3 78.4 97.6
36 HSU Mask2Former 1 V100 65.8 74.0 60.9 75.5 67.4 97.6
37 DLMU stos 5.9 NVIDIA GeForce RTX 2080Ti 64.2 75.8 68.1 63.7 65.8 97.5
38 MARE BitCOS-J-R01 24 RTX 4090 (24GB) 65.5 75.8 73.4 61.9 67.2 97.5
39 MARE BitCOS-J-E01 24 RTX 4090 (24GB) 66.5 75.2 67.6 68.7 68.1 97.5
40 DLMU stos-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.7 68.1 64.9 66.5 97.5
41 MARE BitCOS 24 RTX 4090 (24GB) 65.0 75.2 68.2 65.2 66.6 97.5
42 MARE BitCOS-J-M2-exp 24 RTX 4090 (24GB) 65.5 74.8 67.1 67.3 67.2 97.5
43 FEE, CTU in Prague PixelGROOD 0.9 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
44 FEE, CTU in Prague PixOOD_1000K 0.8 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
45 MARE BitCOS 24 RTX 4090 (24GB) 65.8 74.5 65.4 69.8 67.5 97.5
46 FEE, CTU in Prague PixelGROOD_500K_P05 0.8 NVIDIA A100 73.5 73.8 69.5 82.3 75.4 97.5
47 MARE BitCOS-J-E02 24 RTX 4090 (24GB) 64.9 74.7 64.2 69.1 66.6 97.5
48 1 vs -1 A100 70.6 76.3 73.8 71.0 72.4 97.5
49 MARE BitCOS-J-T0 24 RTX 4090 (24GB) 64.5 74.7 65.3 67.1 66.2 97.5
50 MARE BitCOS-J-E03 24 RTX 4090 (24GB) 65.2 75.5 67.2 66.6 66.9 97.5
51 DLMU STOS 9 NVIDIA GeForce RTX 2080Ti 66.0 75.7 71.2 64.5 67.7 97.5
52 DLMU STOS-best 9 NVIDIA GeForce RTX 2080Ti 65.5 75.5 70.2 64.4 67.2 97.5
53 DLMU Segformer-B3-FY 15.6 RTX 3090 67.7 76.5 68.9 70.1 69.5 97.4
54 MARE BitCOS 24 RTX 4090 (24GB) 65.8 74.8 73.0 62.9 67.6 97.4
55 MARE BitCOS-J-T2 24 RTX 4090 (24GB) 65.2 74.7 66.6 67.3 66.9 97.4
56 DLMU stos-519-best 5.9 NVIDIA GeForce RTX 2080Ti 64.7 75.3 66.8 66.0 66.4 97.4
57 MARE BitCOS-J-M02 24 RTX 4090 (24GB) 64.1 75.1 67.4 64.3 65.8 97.4
58 HSU Mask2Former 1 V100 59.6 72.7 59.3 63.1 61.1 97.4
59 FEE, CTU in Prague pg 0.7 Nvidia RTX 2080 Ti 66.9 71.5 71.1 66.5 68.7 97.4
60 DLMU stos-521-best 5.9 NVIDIA GeForce RTX 2080Ti 63.1 75.0 63.0 66.6 64.8 97.4
61 MARE BitCOS-J-M03 24 RTX 4090 (24GB) 63.8 73.2 64.4 66.5 65.5 97.4
62 MARE BitCOS 24 RTX 4090 (24GB) 63.8 73.2 64.4 66.5 65.5 97.4
63 MARE BitCOS 24 RTX 4090 (24GB) 63.8 73.2 64.4 66.5 65.5 97.4
64 DLMU stos-519-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.5 66.6 66.4 66.5 97.4
65 MARE BitCOS-J-T05 24 RTX 4090 (24GB) 65.5 75.1 68.1 66.4 67.3 97.3
66 MARE BitCOS-J-T1 24 RTX 4090 (24GB) 63.4 73.0 62.9 67.7 65.2 97.3
67 FEE, CTU in Prague PixOOD ft 0.8 A100 76.9 74.5 75.3 83.2 79.0 97.3
68 DLMU stos-521-last 5.9 NVIDIA GeForce RTX 2080Ti 63.3 75.2 62.8 67.5 65.1 97.3
69 MARE BitCOS-J-M05 24 RTX 4090 (24GB) 60.4 72.7 59.0 65.7 62.1 97.3
70 Unica Snarciv2 3.1 Nvidia RTX 3060 72.6 78.7 71.8 77.7 74.6 97.3
71 TEST seg_test_512 0 2080ti 60.4 74.4 63.3 60.9 62.1 97.3
72 DLMU segformer-B1 5.9 NVIDIA GeForce RTX 3090 61.8 74.1 60.5 66.9 63.5 97.2
73 MARE BitCOS 24 RTX 4090 (24GB) 61.9 73.5 60.8 66.8 63.7 97.2
74 WUT Marine School MariS2Net 43.3 Nvidia RTX 2080 Ti 64.4 71.6 70.1 62.8 66.3 97.2
75 University of Ljubljana KNet (Swin-T) 4.2 V100 71.3 78.8 67.6 80.4 73.4 97.2
76 TEST test_512 0 2080ti 63.3 75.0 69.6 61.2 65.1 97.1
77 MARE BitCOS-J-T04 24 RTX 4090 (24GB) 61.1 73.6 60.0 66.0 62.9 97.1
78 Individual Hk9084 1.0 Nvidia A100 75.2 79.9 74.4 80.9 77.5 97.1
79 DLMU Segformer-B1-120 9 NVIDIA GeForce RTX 2080Ti 61.6 74.5 59.4 68.0 63.4 97.1
80 MARE BitCOS 24 RTX 4090 (24GB) 61.5 72.7 60.7 66.2 63.3 97.1
81 HKUST Transformer SwinL final 5 3090 77.8 79.6 78.5 82.0 80.2 97.1
82 HKUST Transformer 5 3090 77.0 79.4 76.9 81.9 79.3 97.0
83 hhh Segformer 20 1080 ti 67.3 78.5 63.3 76.5 69.3 97.0
84 HKUST Transformer 5 3090 77.0 79.6 76.6 82.3 79.4 97.0
85 Individual Hk9084 4.6 Nvidia A100 70.8 78.8 67.3 79.9 73.0 97.0
86 ncku x 54 5070ti 75.1 78.9 75.6 79.4 77.5 97.0
87 hhh Knet 20 1080 ti 71.0 78.9 67.9 79.4 73.2 97.0
88 1 vt -1 A 69.8 78.7 67.7 77.0 72.0 96.9
89 ncku x 54 5070ti 81.5 75.8 86.5 81.9 84.1 96.9
90 3 WaSR 4 5 62.3 73.7 64.9 63.7 64.3 96.9
91 ncku nate x 54 5070ti 82.8 75.8 86.1 84.9 85.5 96.9
92 University of Ljubljana SegFormer (MiT-B2) 5.6 V100 67.8 78.6 63.8 77.5 70.0 96.8
93 DLMU WaSRT-last 9 NVIDIA GeForce RTX 2080Ti 61.9 72.1 65.4 62.5 63.9 96.8
94 University of Ljubljana PSAM 0.6 2080 Ti 75.3 79.0 74.3 81.6 77.8 96.8
95 University of Ljubljana WaSR-T (RN-101) 11.1 V100 60.1 71.1 59.7 64.7 62.1 96.7
96 TEST 25-new-25 30 2080ti 54.2 72.6 57.7 54.5 56.1 96.7
97 DLMU WaSRT 9 NVIDIA GeForce RTX 2080Ti 59.5 72.0 62.4 60.8 61.6 96.7
98 TEST 25-new-25 0 2080ti 54.3 72.5 57.8 54.6 56.2 96.7
99 University of Ljubljana WaSR (RN-101) 16.5 V100 59.5 71.0 59.9 63.4 61.6 96.6
100 BUPT Mask2former 3 RTX 4090 65.5 76.4 61.5 75.6 67.8 96.6
101 TEST test_512 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
102 TEST test_new 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
103 KIOST Mask2Former 9.1 RTX 5090 68.7 78.8 67.3 75.6 71.2 96.5
104 KIOST Mask2Former 10.0 RTX 5090 68.1 77.6 68.7 72.6 70.6 96.5
105 Shanghai University segformer-mit-b2 4.5 A6000 67.3 78.2 64.1 76.4 69.8 96.4
106 Shanghai University segformer-b2 1 A6000 67.3 78.2 64.1 76.4 69.8 96.4
107 eWaSR 7.8 1660 52.9 60.9 54.6 55.3 54.9 96.4
108 EAIC-UIT eWaSR 3.6 1660 54.7 60.9 55.4 58.3 56.8 96.4
109 HSU SegFormer 2 V100 59.0 76.6 53.7 71.2 61.3 96.3
110 eWaSRv2 6.7 1660 52.0 61.0 54.5 53.5 54.0 96.3
111 eWaSRv2-T 6.7 1660 52.4 60.9 54.6 54.2 54.4 96.3
112 eWaSR 3.1 1660 56.5 65.5 55.9 61.7 58.7 96.3
113 Shanghai University knet_512_512 4.7 A6000 70.2 78.7 68.6 77.9 73.0 96.3
114 DLR-MI OneFormer Test 1 Quadro P6000 52.0 68.3 47.4 62.7 54.0 96.2
115 University of Cagliari Snarci 3.1 Nvidia RTX 3060 66.5 77.4 64.0 75.1 69.1 96.2
116 HKUST TransCues 73 3090 47.6 70.6 45.4 54.4 49.5 96.2
117 eWaSR 6.1 1660 52.2 60.7 55.1 53.7 54.4 96.1
118 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 54.3 72.1 63.1 51.1 56.5 96.1
119 EAIC-UIT eWaSR 4.1 1660 56.5 67.8 55.5 62.7 58.9 96.0
120 Shanghai University AGPNet_2 73.6 A6000 54.8 74.0 54.3 60.1 57.1 96.0
121 TEST 25-35 0 2080ti 54.8 72.8 57.9 56.3 57.1 96.0
122 DLMU LODANet+ATT 5.9 NVIDIA GeForce RTX 2080Ti 58.5 74.0 60.8 61.2 61.0 95.9
123 eWaSR 6.8 1660 49.7 60.2 49.2 54.7 51.8 95.9
124 Z R-FPPM 9 NVIDIA GeForce RTX 2080Ti 60.8 74.5 68.3 59.2 63.4 95.8
125 DLMU stdc2 5.9 NVIDIA GeForce RTX 2080Ti 47.4 69.5 48.0 51.1 49.5 95.8
126 HUST EWasr Full Resolution 50 3090 53.9 70.6 53.1 59.7 56.2 95.8
127 DLMU deeplabv3++R50 5.9 NVIDIA GeForce RTX 2080Ti 59.4 74.6 61.3 62.7 62.0 95.7
128 Shanghai University AGPNet 83.7 A6000 52.1 73.2 53.3 55.6 54.4 95.7
129 TEST 25-26 0 2080ti 53.9 72.1 59.0 53.9 56.3 95.7
130 eWaSR 7.5 1660 44.4 58.8 42.7 50.7 46.4 95.7
131 Z R-D-F-C211 9 NVIDIA GeForce RTX 2080Ti 62.3 73.8 68.0 62.4 65.1 95.7
132 TEST 25-16 0 2080ti 51.6 71.3 54.9 53.1 53.9 95.7
133 Z R-D-C11 9 NVIDIA GeForce RTX 2080Ti 60.8 73.5 65.5 61.7 63.6 95.6
134 Z R-F-C 9 NVIDIA GeForce RTX 2080Ti 59.9 73.3 65.8 59.7 62.6 95.6
135 DLMU deeplabv3-r50 5.9 NVIDIA GeForce RTX 2080Ti 59.5 73.5 64.8 59.9 62.2 95.6
136 DLMU LODANet+baseline 5.9 NVIDIA GeForce RTX 2080Ti 59.3 74.3 59.6 64.7 62.0 95.6
137 Z R-F-C21 9 NVIDIA GeForce RTX 2080Ti 59.9 72.6 63.0 62.4 62.7 95.6
138 Z R-AFFM 9 NVIDIA GeForce RTX 2080Ti 61.1 73.3 67.2 61.0 64.0 95.6
139 DLMU deeplabv3+ 9 NVIDIA GeForce RTX 2080Ti 58.0 74.0 61.9 59.7 60.7 95.5
140 KIOST Mask2Former 10.3 RTX 5090 59.9 78.1 53.9 74.9 62.7 95.5
141 eWaSR 6.2 1660 47.6 60.4 47.7 52.2 49.9 95.5
142 Shanghai University AGPNet 83.7 A6000 53.6 73.9 54.2 58.2 56.1 95.5
143 DLMU RWOS9 5.9 NVIDIA GeForce RTX 2080Ti 58.0 72.0 61.9 59.6 60.7 95.5
144 DLMU stdc_2stage 5.9 NVIDIA GeForce RTX 2080Ti 51.1 70.8 51.8 55.5 53.6 95.5
145 DLMU pspnet-r50 5.9 NVIDIA GeForce RTX 2080Ti 58.0 74.1 66.6 55.9 60.8 95.5
146 Z R-C 9 NVIDIA GeForce RTX 2080Ti 58.3 72.7 63.2 59.1 61.1 95.4
147 HUST EWasr Test 50 3090 53.0 70.3 53.2 58.0 55.5 95.4
148 University of Ljubljana DeepLabv3+ (RN-101) 3.3 V100 61.0 77.8 57.8 71.7 64.0 95.4
149 KLE TECH unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
150 KLE Tech unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
151 Individual Hk9084 2.5 Nvidia A100 71.7 79.0 72.8 77.6 75.1 95.4
152 3 wodis 4 5 53.7 71.6 61.1 52.4 56.4 95.2
153 DLMU 256-sppf-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.6 61.0 57.1 58.9 95.2
154 eWaSR 6.2 1660 46.4 59.5 44.7 53.4 48.7 95.2
155 Z R-D-F-11 9 NVIDIA GeForce RTX 2080Ti 60.2 73.2 66.2 60.4 63.2 95.2
156 eWaSR 5 1660 44.2 60.0 41.7 52.3 46.4 95.2
157 WaSR 3.7 1660 47.3 60.5 47.1 52.6 49.7 95.2
158 DLMU overall 5.9 NVIDIA GeForce RTX 2080Ti 52.5 71.3 55.8 54.5 55.2 95.2
159 DLMU RWOS9-last 5.9 NVIDIA GeForce RTX 2080Ti 57.8 72.6 62.6 59.1 60.8 95.2
160 University of Ljubljana DeepLabv3 (RN-101) 2.4 V100 62.9 77.5 61.1 72.0 66.1 95.2
161 DLMU stdc_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.0 71.3 60.4 55.5 57.8 95.2
162 DLMU SEM FPN 5.9 NVIDIA GeForce RTX 2080Ti 57.9 72.9 62.5 59.3 60.9 95.2
163 DLMU fpn_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.5 72.5 58.5 58.1 58.3 95.2
164 DLMU R-B 9 NVIDIA GeForce RTX 2080Ti 59.1 73.9 63.2 60.9 62.1 95.1
165 DLMU RWOS+SPPF+24 5.9 NVIDIA GeForce RTX 2080Ti 56.5 72.0 61.2 57.5 59.3 95.1
166 University of Ljubljana Segmenter (ViT-B) 2.6 V100 52.6 72.2 51.6 59.5 55.2 95.1
167 DLMU 512-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.8 62.8 55.6 59.0 95.1
168 eWaSR 8.7 1660 45.1 58.9 44.6 50.7 47.4 95.1
169 DLMU fpn_r183x3 5.9 NVIDIA GeForce RTX 2080Ti 56.7 73.4 62.0 57.5 59.7 95.1
170 eeWaSR 3.6 1660 42.4 58.9 40.1 50.1 44.5 95.1
171 DLMU RWOS+AFFM 5.9 NVIDIA GeForce RTX 2080Ti 55.9 72.9 62.3 55.7 58.8 95.1
172 DLMU fpnr18_lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 73.1 58.9 58.5 58.7 95.1
173 3 ewasr_test-2 4 5 52.1 69.7 51.8 58.2 54.8 95.0
174 DLMU 256+sppf+28k 5.9 NVIDIA GeForce RTX 2080Ti 56.4 72.5 60.2 58.6 59.4 95.0
175 DLMU baseline-mbv3l 5.9 NVIDIA GeForce RTX 2080Ti 52.0 70.7 59.0 51.0 54.7 95.0
176 DLMU 256-sppf+attention 5.9 NVIDIA GeForce RTX 2080Ti 58.3 72.3 63.4 59.4 61.3 95.0
177 University of Ljubljana FCN (RN-101) 3.4 V100 60.2 77.4 59.0 68.5 63.4 95.0
178 DLMU 256-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 60.1 56.6 58.3 95.0
179 DLMU STDC1 5.9 NVIDIA GeForce RTX 2080Ti 54.4 70.6 63.0 52.5 57.3 95.0
180 DLMU baseline-r18 5.9 NVIDIA GeForce RTX 2080Ti 57.9 73.4 62.8 59.2 60.9 95.0
181 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 52.5 69.5 60.8 50.6 55.3 95.0
182 Shanghai University deeplabv3plus_r101 4.1 A6000 53.7 76.1 50.4 64.3 56.5 95.0
183 DLMU point-rend 5.9 NVIDIA GeForce RTX 3090 57.6 72.4 59.4 62.0 60.7 94.9
184 DLMU 127-lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 72.6 59.4 58.3 58.8 94.9
185 New eWaSR 8.5 1660 45.0 60.1 42.8 53.3 47.5 94.9
186 University of Ljubljana PointRend (RN-101) 8.7 V100 62.1 77.5 60.6 71.1 65.4 94.9
187 DLMU 512-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 59.7 57.1 58.4 94.9
188 Shanghai University stdc2 2 A6000 59.8 75.8 61.7 64.4 63.0 94.8
189 Z R-D 9 NVIDIA GeForce RTX 2080Ti 51.8 73.1 50.8 59.2 54.6 94.8
190 DLMU 256-best 5.9 NVIDIA GeForce RTX 2080Ti 55.6 72.5 62.8 55.0 58.6 94.8
191 DLMU 256-sppf+attention-last 5.9 NVIDIA GeForce RTX 2080Ti 58.1 72.3 61.6 61.0 61.3 94.8
192 DT Deep Square Newlight 12 A100 54.0 71.6 53.7 60.6 56.9 94.8
193 DLMU ch+spp 5.9 NVIDIA GeForce RTX 2080Ti 43.8 70.0 40.6 53.6 46.2 94.7
194 eWaSR-MTBB 3.6 1660 43.5 58.7 42.5 50.2 46.0 94.7
195 Shanghai University stdc1_512x1024 44.7 A6000 57.3 75.5 58.4 62.9 60.6 94.6
196 Z RD-MITB1 9 NVIDIA GeForce RTX 2080Ti 47.3 70.3 48.9 51.1 50.0 94.6
197 Z RB-MSCAN-S 9 NVIDIA GeForce RTX 2080Ti 47.1 69.4 47.3 52.7 49.8 94.6
198 University of Ljubljana STDC2 56.5 V100 60.8 76.5 64.3 64.3 64.3 94.5
199 WHUT WODIS 89.7 4090D 55.8 73.1 55.2 63.6 59.1 94.5
200 DLMU res50-RWOS 5.9 NVIDIA GeForce RTX 2080Ti 51.9 71.4 56.3 53.5 54.9 94.5
201 TEST sota25-06 0 0 46.8 69.2 49.9 49.1 49.5 94.5
202 DLMU DDRNet23 9 NVIDIA GeForce RTX 2080Ti 51.8 70.8 49.0 62.2 54.8 94.5
203 NWPU PWPNet 21 Nvidia xavier NX 55.3 71.0 56.9 60.4 58.6 94.4
204 DLMU DDRNet-last 5.9 NVIDIA GeForce RTX 2080Ti 52.0 72.3 50.9 60.1 55.1 94.4
205 Z R-F 9 NVIDIA GeForce RTX 2080Ti 55.0 70.5 61.2 55.6 58.3 94.3
206 DLMU CCNet 9 NVIDIA GeForce RTX 2080Ti 55.3 71.4 59.2 58.0 58.6 94.3
207 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 68.2 40.9 49.7 44.9 94.3
208 DLMU baseline-mbv3s 5.9 NVIDIA GeForce RTX 2080Ti 49.0 68.5 52.7 51.2 52.0 94.3
209 XJTU pidnet-l-spatial 62 4070Ti 50.7 74.7 47.0 62.8 53.7 94.3
210 Shanghai University segmenter 3 A6000 50.3 71.8 50.0 57.2 53.4 94.3
211 Couger AI Seg 15 CPU 50.1 72.9 48.7 58.6 53.2 94.2
212 hhh Segmenter 20 1080 ti 49.4 71.5 48.6 57.0 52.4 94.2
213 University of Ljubljana CSANet (RN-101) 2.1 V100 49.1 63.7 47.2 58.2 52.1 94.2
214 XJTU pidnet-spatial 98 4070Ti 49.4 71.8 47.3 58.9 52.5 94.2
215 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 48.6 68.0 58.3 46.4 51.7 94.1
216 norlab mmsegmentation dlv3 test -1 RTX A6000 50.1 76.5 43.6 68.6 53.3 94.1
217 pidnet-s 100 4070Ti 49.1 74.0 45.2 61.8 52.2 94.1
218 University of Ljubljana TMANet (RN-50) 0.8 V100 57.5 77.1 52.5 73.4 61.2 94.1
219 1 vb -1 A 53.2 71.0 54.0 59.5 56.6 94.0
220 1 tv -1 A 53.2 71.0 54.0 59.5 56.6 94.0
221 DLMU deeplabv3++r101 5.9 NVIDIA GeForce RTX 2080Ti 52.7 70.9 56.7 55.5 56.1 94.0
222 HUST STDC2Seg100-mmcv 50 3090 46.0 73.1 42.7 57.4 49.0 93.9
223 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 65.4 42.2 48.2 45.0 93.9
224 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 44.8 69.1 53.8 43.0 47.8 93.9
225 HUST BiseNetV2-mmcv-2 50 3090 45.8 69.2 53.3 44.9 48.7 93.9
226 DLMU fastscnn 5.9 NVIDIA GeForce RTX 2080Ti 42.3 67.5 42.9 47.5 45.1 93.8
227 hhh Deeplabv3+ 20 1080 ti 49.8 75.5 44.5 65.8 53.1 93.8
228 Z RB-MSCAN-T 9 NVIDIA GeForce RTX 2080Ti 42.2 66.1 40.5 50.8 45.1 93.6
229 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 41.6 66.2 44.2 44.7 44.4 93.6
230 Shanghai University deeplabv3_r101 3.9 A6000 56.7 76.0 57.0 64.5 60.5 93.6
231 HKUST Test upload 30 3090 57.8 75.6 58.5 65.3 61.7 93.6
232 University of Ljubljana STDC1 72.9 V100 57.8 75.6 58.6 65.3 61.8 93.6
233 University of Ljubljana BiSeNetv2 51.1 V100 51.2 73.9 48.2 63.2 54.7 93.5
234 3 FSSENet 4 5 48.6 75.2 43.7 64.5 52.1 93.3
235 Couger AI Seg 15 CPU 48.1 71.4 47.1 57.0 51.6 93.1
236 hhh Deeplabv3 20 1080 ti 55.0 75.7 55.9 62.8 59.2 93.0
237 hhh CCnet 20 1080 ti 50.4 75.5 46.6 64.8 54.2 93.0
238 HUST STDC1Seg100-mmcv 50 3090 44.0 72.9 39.7 58.8 47.4 93.0
239 3 PIDNet 4 5 42.0 66.6 48.0 42.8 45.2 92.9
240 hhh Nonlocal 20 1080 ti 53.6 75.8 49.9 68.4 57.7 92.8
241 DLR-MI ATME 5 Quadro P6000 33.5 61.3 33.4 39.3 36.1 92.7
242 Z RB-MITB0 9 NVIDIA GeForce RTX 2080Ti 40.7 66.1 39.8 48.9 43.9 92.6
243 University of Ljubljana FCN (RN-50) 5.2 V100 53.6 76.8 50.1 68.7 57.9 92.6
244 MARE BitCOS 61 RTX 4090 (24GB) 39.0 59.4 30.7 67.3 42.2 92.5
245 MARE BitCOS 60 RTX 4090 (24GB) 39.0 59.4 30.7 67.3 42.2 92.5
246 Shanghai University bisenet 83.7 A6000 47.9 71.6 47.9 56.5 51.8 92.4
247 hhh DANet 20 1080 ti 50.9 74.8 46.4 67.8 55.1 92.4
248 HKUST TransCues 73 3090 34.3 66.4 29.7 49.3 37.1 92.4
249 MARE BitCOS 24 RTX 4090 (24GB) 39.3 60.3 31.3 66.2 42.6 92.3
250 University of Ljubljana BiSeNetv1 (RN-50) 10.1 V100 39.4 73.3 31.6 66.3 42.8 92.2
251 hhh FCN_R50 20 1080 ti 51.4 75.3 49.8 63.7 55.9 92.0
252 Individual Hk9084 5.4 Nvidia A100 48.0 73.7 42.1 68.6 52.2 91.9
253 DLR-MI ATME test 5 Quadro P6000 38.5 59.4 39.3 45.0 41.9 91.8
254 Shanghai University pointrend_r101_512x1024 7.6 A6000 52.0 74.7 50.2 65.2 56.7 91.7
255 hhh Senet 20 1080 ti 48.8 75.8 44.7 66.1 53.3 91.5
256 WHUT yolov8 18.3 4090D 37.0 60.5 36.5 45.2 40.4 91.5
257 HUST STDC1-seg50-test 50 3090 32.6 59.5 37.6 33.8 35.6 91.5
258 Shanghai University bisenetv1_r50_1024x1024 9.2 A6000 37.8 70.8 33.5 55.3 41.7 90.8
259 Luxonis int8_int16 -1 NA 41.8 62.0 37.5 59.7 46.1 90.7
260 hhh Bisenetv1 20 1080 ti 30.8 68.2 25.9 50.2 34.2 90.3
261 University of Ljubljana UNet (S5) 5.2 V100 13.9 75.7 8.6 70.6 15.4 90.1
262 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.9 36.1 54.8 43.5 90.0
263 EVSB 6.5 1660 41.7 55.8 38.6 57.8 46.3 90.0
264 HUST BiseNetV1-test 50 3090 42.9 69.5 41.1 57.2 47.8 89.7
265 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.7 36.1 55.5 43.8 89.6
266 eWaSR 5.1 1660 33.2 55.1 28.8 53.1 37.4 88.9
267 norlab mmsegmentation unet test -1 RTX A6000 14.7 75.1 9.5 66.6 16.6 88.5
268 MARE BitCOS 24 RTX 4090 (24GB) 38.5 58.2 32.8 66.0 43.8 88.0
269 MARE BitCOS 44 RTX 4090 (24GB) 38.5 58.2 32.8 66.0 43.8 88.0
270 HUST BiseNetV2-mmcv 50 3090 36.6 56.7 34.0 53.9 41.7 87.8
271 4 TBiSeg2 5 6 27.3 65.8 22.6 50.2 31.1 87.8
272 HUST BiseNetV2-test 50 3090 29.2 68.6 23.7 57.0 33.5 87.2
273 hhh Unet 20 1080 ti 16.0 74.1 10.8 64.1 18.5 86.6
274 Luxonis int8_int16_enh_fix -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
275 Luxonis int8_int16_enh -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
276 Luxonis int8_int16_enh_fix_depth2 -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
277 University of Ljubljana WODIS (RN-101) 35.4 V100 40.7 63.0 38.8 61.1 47.5 85.7
278 MARE WaSR 29 RTX 4090 (24GB) 33.5 58.3 27.3 72.7 39.7 84.4
279 / Resubmission - 14242 20 / 41.0 57.6 40.2 61.5 48.6 84.3
280 WHUT yolov8 18.3 4090 30.2 56.0 34.0 38.4 36.0 83.7
281 Luxonis test_validation -1 NA 27.2 55.6 43.0 27.6 33.7 80.7
282 2 collision_free 3 4 25.7 53.0 42.2 37.4 39.6 64.8
283 Wuhan Univ. of Tech. InlandNavQA-Visual 0.4 RTX 3090 24GB 7.6 18.6 10.2 29.2 15.1 50.1
284 University of Ljubljana IntCatchAI 6.7 V100 20.5 62.4 40.6 50.2 44.9 45.6
285 MARE DeeplabV3+ 41 RTX 4090 (24GB) 10.3 17.1 24.5 23.4 23.9 43.0
286 TEST sota25-06-yuanchicun 30 2080ti 2.8 38.3 90.0 4.5 8.5 32.7
287 HKUST Transformer 5 3090 4.6 49.1 78.1 95.3 85.8 5.4
288 Individual Hk9084 2.9 Nvidia A100 0.0 0.0 0.0 0.0 0.0 0.0
289 Couger AI Seg 15 CPU 0.0 0.0 0.0 0.0 0.0 0.0