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