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