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