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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 Individual Hk9084 2.5 Nvidia A100 71.7 79.0 72.8 77.6 75.1 95.4
41 HSU Mask2Former 1 V100 71.6 80.3 72.3 73.6 72.9 98.1
42 HSU Mask2Former 1 V100 73.5 77.4 72.1 78.4 75.1 97.9
43 Unica Snarciv2 3.1 Nvidia RTX 3060 72.6 78.7 71.8 77.7 74.6 97.3
44 HSU Mask2Former 2 V100 72.2 76.7 71.8 75.8 73.7 97.9
45 DLMU STOS 9 NVIDIA GeForce RTX 2080Ti 66.0 75.7 71.2 64.5 67.7 97.5
46 FEE, CTU in Prague pg 0.7 Nvidia RTX 2080 Ti 66.9 71.5 71.1 66.5 68.7 97.4
47 FEE, CTU in Prague PixOOD_1000K 0.8 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
48 FEE, CTU in Prague PixelGROOD 0.9 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
49 DLMU STOS-best 9 NVIDIA GeForce RTX 2080Ti 65.5 75.5 70.2 64.4 67.2 97.5
50 TEST test_512 0 2080ti 63.3 75.0 69.6 61.2 65.1 97.1
51 BUPT Mask2former 3 RTX 4090 71.3 77.9 69.6 76.8 73.0 97.7
52 FEE, CTU in Prague PixelGROOD_500K_P05 0.8 NVIDIA A100 73.5 73.8 69.5 82.3 75.4 97.5
53 DLMU Segformer-B3-FY 15.6 RTX 3090 67.7 76.5 68.9 70.1 69.5 97.4
54 Shanghai University knet_512_512 4.7 A6000 70.2 78.7 68.6 77.9 73.0 96.3
55 Z R-FPPM 9 NVIDIA GeForce RTX 2080Ti 60.8 74.5 68.3 59.2 63.4 95.8
56 Wisdom NFormer 2 4090 70.7 78.8 68.3 77.1 72.4 97.7
57 DLMU stos 5.9 NVIDIA GeForce RTX 2080Ti 64.2 75.8 68.1 63.7 65.8 97.5
58 DLMU stos-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.7 68.1 64.9 66.5 97.5
59 Z R-D-F-C211 9 NVIDIA GeForce RTX 2080Ti 62.3 73.8 68.0 62.4 65.1 95.7
60 hhh Knet 20 1080 ti 71.0 78.9 67.9 79.4 73.2 97.0
61 1 vt -1 A 69.8 78.7 67.7 77.0 72.0 96.9
62 University of Ljubljana KNet (Swin-T) 4.2 V100 71.3 78.8 67.6 80.4 73.4 97.2
63 Individual Hk9084 4.6 Nvidia A100 70.8 78.8 67.3 79.9 73.0 97.0
64 Z R-AFFM 9 NVIDIA GeForce RTX 2080Ti 61.1 73.3 67.2 61.0 64.0 95.6
65 DLMU stos-519-best 5.9 NVIDIA GeForce RTX 2080Ti 64.7 75.3 66.8 66.0 66.4 97.4
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 pspnet-r50 5.9 NVIDIA GeForce RTX 2080Ti 58.0 74.1 66.6 55.9 60.8 95.5
68 Z R-D-F-11 9 NVIDIA GeForce RTX 2080Ti 60.2 73.2 66.2 60.4 63.2 95.2
69 TEST test_512 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
70 TEST test_new 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
71 Z R-F-C 9 NVIDIA GeForce RTX 2080Ti 59.9 73.3 65.8 59.7 62.6 95.6
72 Z R-D-C11 9 NVIDIA GeForce RTX 2080Ti 60.8 73.5 65.5 61.7 63.6 95.6
73 DLMU WaSRT-last 9 NVIDIA GeForce RTX 2080Ti 61.9 72.1 65.4 62.5 63.9 96.8
74 3 WaSR 4 5 62.3 73.7 64.9 63.7 64.3 96.9
75 DLMU deeplabv3-r50 5.9 NVIDIA GeForce RTX 2080Ti 59.5 73.5 64.8 59.9 62.2 95.6
76 University of Ljubljana STDC2 56.5 V100 60.8 76.5 64.3 64.3 64.3 94.5
77 Shanghai University segformer-mit-b2 4.5 A6000 67.3 78.2 64.1 76.4 69.8 96.4
78 Shanghai University segformer-b2 1 A6000 67.3 78.2 64.1 76.4 69.8 96.4
79 University of Cagliari Snarci 3.1 Nvidia RTX 3060 66.5 77.4 64.0 75.1 69.1 96.2
80 University of Ljubljana SegFormer (MiT-B2) 5.6 V100 67.8 78.6 63.8 77.5 70.0 96.8
81 DLMU 256-sppf+attention 5.9 NVIDIA GeForce RTX 2080Ti 58.3 72.3 63.4 59.4 61.3 95.0
82 hhh Segformer 20 1080 ti 67.3 78.5 63.3 76.5 69.3 97.0
83 TEST seg_test_512 0 2080ti 60.4 74.4 63.3 60.9 62.1 97.3
84 DLMU R-B 9 NVIDIA GeForce RTX 2080Ti 59.1 73.9 63.2 60.9 62.1 95.1
85 Z R-C 9 NVIDIA GeForce RTX 2080Ti 58.3 72.7 63.2 59.1 61.1 95.4
86 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 54.3 72.1 63.1 51.1 56.5 96.1
87 DLMU stos-521-best 5.9 NVIDIA GeForce RTX 2080Ti 63.1 75.0 63.0 66.6 64.8 97.4
88 DLMU STDC1 5.9 NVIDIA GeForce RTX 2080Ti 54.4 70.6 63.0 52.5 57.3 95.0
89 Z R-F-C21 9 NVIDIA GeForce RTX 2080Ti 59.9 72.6 63.0 62.4 62.7 95.6
90 DLMU 512-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.8 62.8 55.6 59.0 95.1
91 DLMU stos-521-last 5.9 NVIDIA GeForce RTX 2080Ti 63.3 75.2 62.8 67.5 65.1 97.3
92 DLMU baseline-r18 5.9 NVIDIA GeForce RTX 2080Ti 57.9 73.4 62.8 59.2 60.9 95.0
93 DLMU 256-best 5.9 NVIDIA GeForce RTX 2080Ti 55.6 72.5 62.8 55.0 58.6 94.8
94 DLMU RWOS9-last 5.9 NVIDIA GeForce RTX 2080Ti 57.8 72.6 62.6 59.1 60.8 95.2
95 DLMU SEM FPN 5.9 NVIDIA GeForce RTX 2080Ti 57.9 72.9 62.5 59.3 60.9 95.2
96 DLMU WaSRT 9 NVIDIA GeForce RTX 2080Ti 59.5 72.0 62.4 60.8 61.6 96.7
97 DLMU RWOS+AFFM 5.9 NVIDIA GeForce RTX 2080Ti 55.9 72.9 62.3 55.7 58.8 95.1
98 DLMU fpn_r183x3 5.9 NVIDIA GeForce RTX 2080Ti 56.7 73.4 62.0 57.5 59.7 95.1
99 DLMU RWOS9 5.9 NVIDIA GeForce RTX 2080Ti 58.0 72.0 61.9 59.6 60.7 95.5
100 DLMU deeplabv3+ 9 NVIDIA GeForce RTX 2080Ti 58.0 74.0 61.9 59.7 60.7 95.5
101 Shanghai University stdc2 2 A6000 59.8 75.8 61.7 64.4 63.0 94.8
102 DLMU 256-sppf+attention-last 5.9 NVIDIA GeForce RTX 2080Ti 58.1 72.3 61.6 61.0 61.3 94.8
103 BUPT Mask2former 3 RTX 4090 65.5 76.4 61.5 75.6 67.8 96.6
104 DLMU deeplabv3++R50 5.9 NVIDIA GeForce RTX 2080Ti 59.4 74.6 61.3 62.7 62.0 95.7
105 DLMU RWOS+SPPF+24 5.9 NVIDIA GeForce RTX 2080Ti 56.5 72.0 61.2 57.5 59.3 95.1
106 Z R-F 9 NVIDIA GeForce RTX 2080Ti 55.0 70.5 61.2 55.6 58.3 94.3
107 University of Ljubljana DeepLabv3 (RN-101) 2.4 V100 62.9 77.5 61.1 72.0 66.1 95.2
108 3 wodis 4 5 53.7 71.6 61.1 52.4 56.4 95.2
109 DLMU 256-sppf-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.6 61.0 57.1 58.9 95.2
110 HSU Mask2Former 1 V100 65.8 74.0 60.9 75.5 67.4 97.6
111 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 52.5 69.5 60.8 50.6 55.3 95.0
112 DLMU LODANet+ATT 5.9 NVIDIA GeForce RTX 2080Ti 58.5 74.0 60.8 61.2 61.0 95.9
113 University of Ljubljana PointRend (RN-101) 8.7 V100 62.1 77.5 60.6 71.1 65.4 94.9
114 DLMU segformer-B1 5.9 NVIDIA GeForce RTX 3090 61.8 74.1 60.5 66.9 63.5 97.2
115 DLMU stdc_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.0 71.3 60.4 55.5 57.8 95.2
116 DLMU 256+sppf+28k 5.9 NVIDIA GeForce RTX 2080Ti 56.4 72.5 60.2 58.6 59.4 95.0
117 DLMU 256-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 60.1 56.6 58.3 95.0
118 University of Ljubljana WaSR (RN-101) 16.5 V100 59.5 71.0 59.9 63.4 61.6 96.6
119 University of Ljubljana WaSR-T (RN-101) 11.1 V100 60.1 71.1 59.7 64.7 62.1 96.7
120 DLMU 512-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 59.7 57.1 58.4 94.9
121 DLMU LODANet+baseline 5.9 NVIDIA GeForce RTX 2080Ti 59.3 74.3 59.6 64.7 62.0 95.6
122 DLMU point-rend 5.9 NVIDIA GeForce RTX 3090 57.6 72.4 59.4 62.0 60.7 94.9
123 DLMU Segformer-B1-120 9 NVIDIA GeForce RTX 2080Ti 61.6 74.5 59.4 68.0 63.4 97.1
124 DLMU 127-lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 72.6 59.4 58.3 58.8 94.9
125 HSU Mask2Former 1 V100 59.6 72.7 59.3 63.1 61.1 97.4
126 DLMU CCNet 9 NVIDIA GeForce RTX 2080Ti 55.3 71.4 59.2 58.0 58.6 94.3
127 DLMU baseline-mbv3l 5.9 NVIDIA GeForce RTX 2080Ti 52.0 70.7 59.0 51.0 54.7 95.0
128 TEST 25-26 0 2080ti 53.9 72.1 59.0 53.9 56.3 95.7
129 University of Ljubljana FCN (RN-101) 3.4 V100 60.2 77.4 59.0 68.5 63.4 95.0
130 DLMU fpnr18_lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 73.1 58.9 58.5 58.7 95.1
131 University of Ljubljana STDC1 72.9 V100 57.8 75.6 58.6 65.3 61.8 93.6
132 DLMU fpn_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.5 72.5 58.5 58.1 58.3 95.2
133 HKUST Test upload 30 3090 57.8 75.6 58.5 65.3 61.7 93.6
134 Shanghai University stdc1_512x1024 44.7 A6000 57.3 75.5 58.4 62.9 60.6 94.6
135 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 48.6 68.0 58.3 46.4 51.7 94.1
136 TEST 25-35 0 2080ti 54.8 72.8 57.9 56.3 57.1 96.0
137 TEST 25-new-25 0 2080ti 54.3 72.5 57.8 54.6 56.2 96.7
138 University of Ljubljana DeepLabv3+ (RN-101) 3.3 V100 61.0 77.8 57.8 71.7 64.0 95.4
139 TEST 25-new-25 30 2080ti 54.2 72.6 57.7 54.5 56.1 96.7
140 Shanghai University deeplabv3_r101 3.9 A6000 56.7 76.0 57.0 64.5 60.5 93.6
141 NWPU PWPNet 21 Nvidia xavier NX 55.3 71.0 56.9 60.4 58.6 94.4
142 DLMU deeplabv3++r101 5.9 NVIDIA GeForce RTX 2080Ti 52.7 70.9 56.7 55.5 56.1 94.0
143 DLMU res50-RWOS 5.9 NVIDIA GeForce RTX 2080Ti 51.9 71.4 56.3 53.5 54.9 94.5
144 eWaSR 3.1 1660 56.5 65.5 55.9 61.7 58.7 96.3
145 hhh Deeplabv3 20 1080 ti 55.0 75.7 55.9 62.8 59.2 93.0
146 DLMU overall 5.9 NVIDIA GeForce RTX 2080Ti 52.5 71.3 55.8 54.5 55.2 95.2
147 EAIC-UIT eWaSR 4.1 1660 56.5 67.8 55.5 62.7 58.9 96.0
148 EAIC-UIT eWaSR 3.6 1660 54.7 60.9 55.4 58.3 56.8 96.4
149 WHUT WODIS 89.7 4090D 55.8 73.1 55.2 63.6 59.1 94.5
150 eWaSR 6.1 1660 52.2 60.7 55.1 53.7 54.4 96.1
151 TEST 25-16 0 2080ti 51.6 71.3 54.9 53.1 53.9 95.7
152 eWaSRv2-T 6.7 1660 52.4 60.9 54.6 54.2 54.4 96.3
153 eWaSR 7.8 1660 52.9 60.9 54.6 55.3 54.9 96.4
154 eWaSRv2 6.7 1660 52.0 61.0 54.5 53.5 54.0 96.3
155 Shanghai University AGPNet_2 73.6 A6000 54.8 74.0 54.3 60.1 57.1 96.0
156 Shanghai University AGPNet 83.7 A6000 53.6 73.9 54.2 58.2 56.1 95.5
157 1 vb -1 A 53.2 71.0 54.0 59.5 56.6 94.0
158 1 tv -1 A 53.2 71.0 54.0 59.5 56.6 94.0
159 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 44.8 69.1 53.8 43.0 47.8 93.9
160 HSU SegFormer 2 V100 59.0 76.6 53.7 71.2 61.3 96.3
161 HUST BiseNetV2-mmcv-2 50 3090 45.8 69.2 53.3 44.9 48.7 93.9
162 Shanghai University AGPNet 83.7 A6000 52.1 73.2 53.3 55.6 54.4 95.7
163 HUST EWasr Test 50 3090 53.0 70.3 53.2 58.0 55.5 95.4
164 HUST EWasr Full Resolution 50 3090 53.9 70.6 53.1 59.7 56.2 95.8
165 DLMU baseline-mbv3s 5.9 NVIDIA GeForce RTX 2080Ti 49.0 68.5 52.7 51.2 52.0 94.3
166 University of Ljubljana TMANet (RN-50) 0.8 V100 57.5 77.1 52.5 73.4 61.2 94.1
167 DLMU stdc_2stage 5.9 NVIDIA GeForce RTX 2080Ti 51.1 70.8 51.8 55.5 53.6 95.5
168 3 ewasr_test-2 4 5 52.1 69.7 51.8 58.2 54.8 95.0
169 University of Ljubljana Segmenter (ViT-B) 2.6 V100 52.6 72.2 51.6 59.5 55.2 95.1
170 DLMU DDRNet-last 5.9 NVIDIA GeForce RTX 2080Ti 52.0 72.3 50.9 60.1 55.1 94.4
171 Z R-D 9 NVIDIA GeForce RTX 2080Ti 51.8 73.1 50.8 59.2 54.6 94.8
172 Shanghai University deeplabv3plus_r101 4.1 A6000 53.7 76.1 50.4 64.3 56.5 95.0
173 Shanghai University pointrend_r101_512x1024 7.6 A6000 52.0 74.7 50.2 65.2 56.7 91.7
174 University of Ljubljana FCN (RN-50) 5.2 V100 53.6 76.8 50.1 68.7 57.9 92.6
175 Shanghai University segmenter 3 A6000 50.3 71.8 50.0 57.2 53.4 94.3
176 hhh Nonlocal 20 1080 ti 53.6 75.8 49.9 68.4 57.7 92.8
177 TEST sota25-06 0 0 46.8 69.2 49.9 49.1 49.5 94.5
178 hhh FCN_R50 20 1080 ti 51.4 75.3 49.8 63.7 55.9 92.0
179 eWaSR 6.8 1660 49.7 60.2 49.2 54.7 51.8 95.9
180 DLMU DDRNet23 9 NVIDIA GeForce RTX 2080Ti 51.8 70.8 49.0 62.2 54.8 94.5
181 Z RD-MITB1 9 NVIDIA GeForce RTX 2080Ti 47.3 70.3 48.9 51.1 50.0 94.6
182 Couger AI Seg 15 CPU 50.1 72.9 48.7 58.6 53.2 94.2
183 hhh Segmenter 20 1080 ti 49.4 71.5 48.6 57.0 52.4 94.2
184 University of Ljubljana BiSeNetv2 51.1 V100 51.2 73.9 48.2 63.2 54.7 93.5
185 DLMU stdc2 5.9 NVIDIA GeForce RTX 2080Ti 47.4 69.5 48.0 51.1 49.5 95.8
186 3 PIDNet 4 5 42.0 66.6 48.0 42.8 45.2 92.9
187 Shanghai University bisenet 83.7 A6000 47.9 71.6 47.9 56.5 51.8 92.4
188 eWaSR 6.2 1660 47.6 60.4 47.7 52.2 49.9 95.5
189 DLR-MI OneFormer Test 1 Quadro P6000 52.0 68.3 47.4 62.7 54.0 96.2
190 XJTU pidnet-spatial 98 4070Ti 49.4 71.8 47.3 58.9 52.5 94.2
191 Z RB-MSCAN-S 9 NVIDIA GeForce RTX 2080Ti 47.1 69.4 47.3 52.7 49.8 94.6
192 University of Ljubljana CSANet (RN-101) 2.1 V100 49.1 63.7 47.2 58.2 52.1 94.2
193 Couger AI Seg 15 CPU 48.1 71.4 47.1 57.0 51.6 93.1
194 WaSR 3.7 1660 47.3 60.5 47.1 52.6 49.7 95.2
195 XJTU pidnet-l-spatial 62 4070Ti 50.7 74.7 47.0 62.8 53.7 94.3
196 hhh CCnet 20 1080 ti 50.4 75.5 46.6 64.8 54.2 93.0
197 hhh DANet 20 1080 ti 50.9 74.8 46.4 67.8 55.1 92.4
198 KLE TECH unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
199 KLE Tech unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
200 HKUST TransCues 73 3090 47.6 70.6 45.4 54.4 49.5 96.2
201 pidnet-s 100 4070Ti 49.1 74.0 45.2 61.8 52.2 94.1
202 eWaSR 6.2 1660 46.4 59.5 44.7 53.4 48.7 95.2
203 hhh Senet 20 1080 ti 48.8 75.8 44.7 66.1 53.3 91.5
204 eWaSR 8.7 1660 45.1 58.9 44.6 50.7 47.4 95.1
205 hhh Deeplabv3+ 20 1080 ti 49.8 75.5 44.5 65.8 53.1 93.8
206 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 41.6 66.2 44.2 44.7 44.4 93.6
207 norlab mmsegmentation dlv3 test -1 RTX A6000 50.1 76.5 43.6 68.6 53.3 94.1
208 DLMU fastscnn 5.9 NVIDIA GeForce RTX 2080Ti 42.3 67.5 42.9 47.5 45.1 93.8
209 New eWaSR 8.5 1660 45.0 60.1 42.8 53.3 47.5 94.9
210 HUST STDC2Seg100-mmcv 50 3090 46.0 73.1 42.7 57.4 49.0 93.9
211 eWaSR 7.5 1660 44.4 58.8 42.7 50.7 46.4 95.7
212 eWaSR-MTBB 3.6 1660 43.5 58.7 42.5 50.2 46.0 94.7
213 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 65.4 42.2 48.2 45.0 93.9
214 2 collision_free 3 4 25.7 53.0 42.2 37.4 39.6 64.8
215 Individual Hk9084 5.4 Nvidia A100 48.0 73.7 42.1 68.6 52.2 91.9
216 eWaSR 5 1660 44.2 60.0 41.7 52.3 46.4 95.2
217 HUST BiseNetV1-test 50 3090 42.9 69.5 41.1 57.2 47.8 89.7
218 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 68.2 40.9 49.7 44.9 94.3
219 University of Ljubljana IntCatchAI 6.7 V100 20.5 62.4 40.6 50.2 44.9 45.6
220 DLMU ch+spp 5.9 NVIDIA GeForce RTX 2080Ti 43.8 70.0 40.6 53.6 46.2 94.7
221 Z RB-MSCAN-T 9 NVIDIA GeForce RTX 2080Ti 42.2 66.1 40.5 50.8 45.1 93.6
222 / Resubmission - 14242 20 / 41.0 57.6 40.2 61.5 48.6 84.3
223 eeWaSR 3.6 1660 42.4 58.9 40.1 50.1 44.5 95.1
224 Z RB-MITB0 9 NVIDIA GeForce RTX 2080Ti 40.7 66.1 39.8 48.9 43.9 92.6
225 HUST STDC1Seg100-mmcv 50 3090 44.0 72.9 39.7 58.8 47.4 93.0
226 DLR-MI ATME test 5 Quadro P6000 38.5 59.4 39.3 45.0 41.9 91.8
227 University of Ljubljana WODIS (RN-101) 35.4 V100 40.7 63.0 38.8 61.1 47.5 85.7
228 EVSB 6.5 1660 41.7 55.8 38.6 57.8 46.3 90.0
229 HUST STDC1-seg50-test 50 3090 32.6 59.5 37.6 33.8 35.6 91.5
230 WHUT yolov8 18.3 4090D 37.0 60.5 36.5 45.2 40.4 91.5
231 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.9 36.1 54.8 43.5 90.0
232 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.7 36.1 55.5 43.8 89.6
233 WHUT yolov8 18.3 4090 30.2 56.0 34.0 38.4 36.0 83.7
234 HUST BiseNetV2-mmcv 50 3090 36.6 56.7 34.0 53.9 41.7 87.8
235 Shanghai University bisenetv1_r50_1024x1024 9.2 A6000 37.8 70.8 33.5 55.3 41.7 90.8
236 DLR-MI ATME 5 Quadro P6000 33.5 61.3 33.4 39.3 36.1 92.7
237 University of Ljubljana BiSeNetv1 (RN-50) 10.1 V100 39.4 73.3 31.6 66.3 42.8 92.2
238 HKUST TransCues 73 3090 34.3 66.4 29.7 49.3 37.1 92.4
239 eWaSR 5.1 1660 33.2 55.1 28.8 53.1 37.4 88.9
240 hhh Bisenetv1 20 1080 ti 30.8 68.2 25.9 50.2 34.2 90.3
241 HUST BiseNetV2-test 50 3090 29.2 68.6 23.7 57.0 33.5 87.2
242 2 TBiSeg 3 4 12.7 45.0 19.4 38.3 25.7 49.5
243 hhh Unet 20 1080 ti 16.0 74.1 10.8 64.1 18.5 86.6
244 norlab mmsegmentation unet test -1 RTX A6000 14.7 75.1 9.5 66.6 16.6 88.5
245 University of Ljubljana UNet (S5) 5.2 V100 13.9 75.7 8.6 70.6 15.4 90.1
246 Couger AI Seg 15 CPU 0.0 0.0 0.0 0.0 0.0 0.0
247 Individual Hk9084 2.9 Nvidia A100 0.0 0.0 0.0 0.0 0.0 0.0