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