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