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