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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 82.2 80.7 82.0 85.3 83.6 98.3
2 WaterScenes WaterScenes 30 4090 79.8 80.6 82.9 79.8 81.3 98.1
3 WaterScenes WaterScenes 30 4090 78.0 80.6 78.5 80.7 79.6 98.0
4 GIST AI Lab WaterFormer 1.7 RTX 4090 83.2 80.5 81.6 88.0 84.7 98.3
5 GIST AI Lab WaterFormer 1.7 RTX 4090 84.0 80.4 81.8 89.6 85.5 98.2
6 HSU Mask2Former 1 V100 71.6 80.3 72.3 73.6 72.9 98.1
7 Individual Hk9084 2.9 Nvidia A100 77.1 80.1 79.3 78.1 78.7 97.9
8 Individual Hk9084 2.4 Nvidia A100 76.9 80.0 76.9 80.4 78.6 97.9
9 Individual Hk9084 2.4 Nvidia A100 76.9 80.0 76.4 81.0 78.6 97.9
10 University of Cagliari Mask2formerv1 6 rtx 2080 75.3 80.0 76.6 77.2 76.9 97.9
11 GIST AI Lab WaterFormer 2.1 RTX 4090 78.8 79.9 78.4 82.3 80.3 98.1
12 Individual Hk9084 1.0 Nvidia A100 75.2 79.9 74.4 80.9 77.5 97.1
13 University of Cagliari Snarciv3 3.1 Nvidia RTX 3060 78.1 79.7 76.9 83.0 79.9 97.8
14 Individual Hk9084 2.5 Nvidia A100 79.0 79.7 77.6 84.2 80.8 97.8
15 HKUST Transformer SwinL final 5 3090 77.8 79.6 78.5 82.0 80.2 97.1
16 Individual Hk9084 2.9 Nvidia A100 75.9 79.6 75.6 79.6 77.5 97.9
17 HKUST Transformer 5 3090 77.0 79.6 76.6 82.3 79.4 97.0
18 HKUST Transformer 5 3090 73.3 79.5 74.5 75.1 74.8 97.9
19 HKUST Transformer 5 3090 77.0 79.4 76.9 81.9 79.3 97.0
20 HKUST Transformer 5 3090 75.8 79.3 73.9 81.8 77.6 97.7
21 Wisdom NFormer 4 4090 75.0 79.2 73.1 80.6 76.7 97.9
22 Individual Hk9084 2.5 Nvidia A100 71.7 79.0 72.8 77.6 75.1 95.4
23 University of Ljubljana PSAM 0.6 2080 Ti 75.3 79.0 74.3 81.6 77.8 96.8
24 GIST AI Lab WaterFormer 3.2 RTX 4090 76.6 78.9 74.9 82.3 78.4 97.6
25 hhh Knet 20 1080 ti 71.0 78.9 67.9 79.4 73.2 97.0
26 University of Ljubljana KNet (Swin-T) 4.2 V100 71.3 78.8 67.6 80.4 73.4 97.2
27 Individual Hk9084 4.6 Nvidia A100 70.8 78.8 67.3 79.9 73.0 97.0
28 Wisdom NFormer 2 4090 70.7 78.8 68.3 77.1 72.4 97.7
29 Unica Snarciv2 3.1 Nvidia RTX 3060 72.6 78.7 71.8 77.7 74.6 97.3
30 1 vt -1 A 69.8 78.7 67.7 77.0 72.0 96.9
31 Shanghai University knet_512_512 4.7 A6000 70.2 78.7 68.6 77.9 73.0 96.3
32 University of Ljubljana SegFormer (MiT-B2) 5.6 V100 67.8 78.6 63.8 77.5 70.0 96.8
33 HSU Mask2Former 1 V100 73.8 78.5 76.9 73.8 75.3 98.0
34 hhh Segformer 20 1080 ti 67.3 78.5 63.3 76.5 69.3 97.0
35 DLMU Mask2former 5.9 NVIDIA GeForce RTX 3090 75.7 78.4 79.7 75.1 77.3 97.8
36 Shanghai University segformer-mit-b2 4.5 A6000 67.3 78.2 64.1 76.4 69.8 96.4
37 Shanghai University segformer-b2 1 A6000 67.3 78.2 64.1 76.4 69.8 96.4
38 BUPT Mask2former 2 RTX 4090 72.3 78.0 73.6 74.2 73.9 97.9
39 DLMU CPA-baseline 15.6 NVIDIA GeForce RTX 2080Ti 70.9 77.9 75.0 70.1 72.5 97.9
40 BUPT Mask2former 3 RTX 4090 71.3 77.9 69.6 76.8 73.0 97.7
41 University of Ljubljana DeepLabv3+ (RN-101) 3.3 V100 61.0 77.8 57.8 71.7 64.0 95.4
42 BUPT Mask2former 2.7 RTX 4090 74.1 77.8 73.5 78.1 75.7 97.8
43 BUPT Mask2former 3 RTX 4090 74.7 77.8 74.6 78.3 76.4 97.8
44 DLMU CPA 15.6 NVIDIA GeForce RTX 2080Ti 71.8 77.7 75.7 71.2 73.4 97.9
45 BUPT Mask2former 2.7 RTX 4090 75.1 77.7 78.7 74.9 76.8 97.8
46 University of Ljubljana PointRend (RN-101) 8.7 V100 62.1 77.5 60.6 71.1 65.4 94.9
47 University of Ljubljana DeepLabv3 (RN-101) 2.4 V100 62.9 77.5 61.1 72.0 66.1 95.2
48 University of Ljubljana FCN (RN-101) 3.4 V100 60.2 77.4 59.0 68.5 63.4 95.0
49 DLMU mask2former-vit-s-last 5.9 NVIDIA GeForce RTX 3090 72.4 77.4 76.6 71.7 74.0 97.8
50 DLMU mask2former-vit-s 5.9 NVIDIA GeForce RTX 3090 72.8 77.4 77.0 72.0 74.4 97.8
51 University of Cagliari Snarci 3.1 Nvidia RTX 3060 66.5 77.4 64.0 75.1 69.1 96.2
52 HSU Mask2Former 1 V100 73.5 77.4 72.1 78.4 75.1 97.9
53 University of Ljubljana TMANet (RN-50) 0.8 V100 57.5 77.1 52.5 73.4 61.2 94.1
54 NWPU transformer_baseline 10 4090 69.6 77.0 76.9 66.3 71.2 97.8
55 University of Ljubljana FCN (RN-50) 5.2 V100 53.6 76.8 50.1 68.7 57.9 92.6
56 HSU Mask2Former 2 V100 72.2 76.7 71.8 75.8 73.7 97.9
57 HSU SegFormer 2 V100 59.0 76.6 53.7 71.2 61.3 96.3
58 DLMU Segformer-B3-FY 15.6 RTX 3090 67.7 76.5 68.9 70.1 69.5 97.4
59 University of Ljubljana STDC2 56.5 V100 60.8 76.5 64.3 64.3 64.3 94.5
60 norlab mmsegmentation dlv3 test -1 RTX A6000 50.1 76.5 43.6 68.6 53.3 94.1
61 BUPT Mask2former 3 RTX 4090 65.5 76.4 61.5 75.6 67.8 96.6
62 1 vs -1 A100 70.6 76.3 73.8 71.0 72.4 97.5
63 Shanghai University deeplabv3plus_r101 4.1 A6000 53.7 76.1 50.4 64.3 56.5 95.0
64 Shanghai University deeplabv3_r101 3.9 A6000 56.7 76.0 57.0 64.5 60.5 93.6
65 hhh Senet 20 1080 ti 48.8 75.8 44.7 66.1 53.3 91.5
66 hhh Nonlocal 20 1080 ti 53.6 75.8 49.9 68.4 57.7 92.8
67 Shanghai University stdc2 2 A6000 59.8 75.8 61.7 64.4 63.0 94.8
68 DLMU stos 5.9 NVIDIA GeForce RTX 2080Ti 64.2 75.8 68.1 63.7 65.8 97.5
69 DLMU stos-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.7 68.1 64.9 66.5 97.5
70 University of Ljubljana UNet (S5) 5.2 V100 13.9 75.7 8.6 70.6 15.4 90.1
71 hhh Deeplabv3 20 1080 ti 55.0 75.7 55.9 62.8 59.2 93.0
72 DLMU STOS 9 NVIDIA GeForce RTX 2080Ti 66.0 75.7 71.2 64.5 67.7 97.5
73 HKUST Test upload 30 3090 57.8 75.6 58.5 65.3 61.7 93.6
74 University of Ljubljana STDC1 72.9 V100 57.8 75.6 58.6 65.3 61.8 93.6
75 hhh CCnet 20 1080 ti 50.4 75.5 46.6 64.8 54.2 93.0
76 hhh Deeplabv3+ 20 1080 ti 49.8 75.5 44.5 65.8 53.1 93.8
77 DLMU STOS-best 9 NVIDIA GeForce RTX 2080Ti 65.5 75.5 70.2 64.4 67.2 97.5
78 DLMU stos-519-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.5 66.6 66.4 66.5 97.4
79 Shanghai University stdc1_512x1024 44.7 A6000 57.3 75.5 58.4 62.9 60.6 94.6
80 hhh FCN_R50 20 1080 ti 51.4 75.3 49.8 63.7 55.9 92.0
81 DLMU stos-519-best 5.9 NVIDIA GeForce RTX 2080Ti 64.7 75.3 66.8 66.0 66.4 97.4
82 3 FSSENet 4 5 48.6 75.2 43.7 64.5 52.1 93.3
83 DLMU stos-521-last 5.9 NVIDIA GeForce RTX 2080Ti 63.3 75.2 62.8 67.5 65.1 97.3
84 norlab mmsegmentation unet test -1 RTX A6000 14.7 75.1 9.5 66.6 16.6 88.5
85 TEST test_512 0 2080ti 63.3 75.0 69.6 61.2 65.1 97.1
86 DLMU stos-521-best 5.9 NVIDIA GeForce RTX 2080Ti 63.1 75.0 63.0 66.6 64.8 97.4
87 hhh DANet 20 1080 ti 50.9 74.8 46.4 67.8 55.1 92.4
88 BUPT Mask2former 2.7 RTX 4090 76.3 74.7 78.9 77.3 78.1 97.7
89 Shanghai University pointrend_r101_512x1024 7.6 A6000 52.0 74.7 50.2 65.2 56.7 91.7
90 XJTU pidnet-l-spatial 62 4070Ti 50.7 74.7 47.0 62.8 53.7 94.3
91 DLMU deeplabv3++R50 5.9 NVIDIA GeForce RTX 2080Ti 59.4 74.6 61.3 62.7 62.0 95.7
92 FEE, CTU in Prague PixOOD_1000K 0.8 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
93 FEE, CTU in Prague PixelGROOD 0.9 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
94 FEE, CTU in Prague PixOOD ft 0.8 A100 76.9 74.5 75.3 83.2 79.0 97.3
95 Z R-FPPM 9 NVIDIA GeForce RTX 2080Ti 60.8 74.5 68.3 59.2 63.4 95.8
96 DLMU Segformer-B1-120 9 NVIDIA GeForce RTX 2080Ti 61.6 74.5 59.4 68.0 63.4 97.1
97 FEE, CTU in Prague PixOOD ft uni 0.8 A100 77.4 74.4 76.0 82.7 79.2 97.7
98 TEST seg_test_512 0 2080ti 60.4 74.4 63.3 60.9 62.1 97.3
99 DLMU LODANet+baseline 5.9 NVIDIA GeForce RTX 2080Ti 59.3 74.3 59.6 64.7 62.0 95.6
100 TEST test_512 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
101 TEST test_new 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
102 DLMU segformer-B1 5.9 NVIDIA GeForce RTX 3090 61.8 74.1 60.5 66.9 63.5 97.2
103 DLMU pspnet-r50 5.9 NVIDIA GeForce RTX 2080Ti 58.0 74.1 66.6 55.9 60.8 95.5
104 hhh Unet 20 1080 ti 16.0 74.1 10.8 64.1 18.5 86.6
105 DLMU LODANet+ATT 5.9 NVIDIA GeForce RTX 2080Ti 58.5 74.0 60.8 61.2 61.0 95.9
106 HSU Mask2Former 1 V100 65.8 74.0 60.9 75.5 67.4 97.6
107 pidnet-s 100 4070Ti 49.1 74.0 45.2 61.8 52.2 94.1
108 DLMU deeplabv3+ 9 NVIDIA GeForce RTX 2080Ti 58.0 74.0 61.9 59.7 60.7 95.5
109 Shanghai University AGPNet_2 73.6 A6000 54.8 74.0 54.3 60.1 57.1 96.0
110 Shanghai University AGPNet 83.7 A6000 53.6 73.9 54.2 58.2 56.1 95.5
111 University of Ljubljana BiSeNetv2 51.1 V100 51.2 73.9 48.2 63.2 54.7 93.5
112 DLMU R-B 9 NVIDIA GeForce RTX 2080Ti 59.1 73.9 63.2 60.9 62.1 95.1
113 FEE, CTU in Prague PixelGROOD_500K_P05 0.8 NVIDIA A100 73.5 73.8 69.5 82.3 75.4 97.5
114 Z R-D-F-C211 9 NVIDIA GeForce RTX 2080Ti 62.3 73.8 68.0 62.4 65.1 95.7
115 Individual Hk9084 5.4 Nvidia A100 48.0 73.7 42.1 68.6 52.2 91.9
116 3 WaSR 4 5 62.3 73.7 64.9 63.7 64.3 96.9
117 Z R-D-C11 9 NVIDIA GeForce RTX 2080Ti 60.8 73.5 65.5 61.7 63.6 95.6
118 DLMU deeplabv3-r50 5.9 NVIDIA GeForce RTX 2080Ti 59.5 73.5 64.8 59.9 62.2 95.6
119 DLMU baseline-r18 5.9 NVIDIA GeForce RTX 2080Ti 57.9 73.4 62.8 59.2 60.9 95.0
120 DLMU fpn_r183x3 5.9 NVIDIA GeForce RTX 2080Ti 56.7 73.4 62.0 57.5 59.7 95.1
121 Z R-AFFM 9 NVIDIA GeForce RTX 2080Ti 61.1 73.3 67.2 61.0 64.0 95.6
122 University of Ljubljana BiSeNetv1 (RN-50) 10.1 V100 39.4 73.3 31.6 66.3 42.8 92.2
123 Z R-F-C 9 NVIDIA GeForce RTX 2080Ti 59.9 73.3 65.8 59.7 62.6 95.6
124 Z R-D-F-11 9 NVIDIA GeForce RTX 2080Ti 60.2 73.2 66.2 60.4 63.2 95.2
125 Shanghai University AGPNet 83.7 A6000 52.1 73.2 53.3 55.6 54.4 95.7
126 HUST STDC2Seg100-mmcv 50 3090 46.0 73.1 42.7 57.4 49.0 93.9
127 Z R-D 9 NVIDIA GeForce RTX 2080Ti 51.8 73.1 50.8 59.2 54.6 94.8
128 WHUT WODIS 89.7 4090D 55.8 73.1 55.2 63.6 59.1 94.5
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-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 60.1 56.6 58.3 95.0
131 Couger AI Seg 15 CPU 50.1 72.9 48.7 58.6 53.2 94.2
132 HUST STDC1Seg100-mmcv 50 3090 44.0 72.9 39.7 58.8 47.4 93.0
133 DLMU RWOS+AFFM 5.9 NVIDIA GeForce RTX 2080Ti 55.9 72.9 62.3 55.7 58.8 95.1
134 DLMU 512-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 59.7 57.1 58.4 94.9
135 DLMU SEM FPN 5.9 NVIDIA GeForce RTX 2080Ti 57.9 72.9 62.5 59.3 60.9 95.2
136 DLMU 512-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.8 62.8 55.6 59.0 95.1
137 TEST 25-35 0 2080ti 54.8 72.8 57.9 56.3 57.1 96.0
138 Z R-C 9 NVIDIA GeForce RTX 2080Ti 58.3 72.7 63.2 59.1 61.1 95.4
139 HSU Mask2Former 1 V100 59.6 72.7 59.3 63.1 61.1 97.4
140 DLMU 256-sppf-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.6 61.0 57.1 58.9 95.2
141 Z R-F-C21 9 NVIDIA GeForce RTX 2080Ti 59.9 72.6 63.0 62.4 62.7 95.6
142 DLMU 127-lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 72.6 59.4 58.3 58.8 94.9
143 DLMU RWOS9-last 5.9 NVIDIA GeForce RTX 2080Ti 57.8 72.6 62.6 59.1 60.8 95.2
144 TEST 25-new-25 30 2080ti 54.2 72.6 57.7 54.5 56.1 96.7
145 DLMU 256-best 5.9 NVIDIA GeForce RTX 2080Ti 55.6 72.5 62.8 55.0 58.6 94.8
146 DLMU 256+sppf+28k 5.9 NVIDIA GeForce RTX 2080Ti 56.4 72.5 60.2 58.6 59.4 95.0
147 DLMU fpn_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.5 72.5 58.5 58.1 58.3 95.2
148 TEST 25-new-25 0 2080ti 54.3 72.5 57.8 54.6 56.2 96.7
149 DLMU point-rend 5.9 NVIDIA GeForce RTX 3090 57.6 72.4 59.4 62.0 60.7 94.9
150 DLMU 256-sppf+attention-last 5.9 NVIDIA GeForce RTX 2080Ti 58.1 72.3 61.6 61.0 61.3 94.8
151 DLMU DDRNet-last 5.9 NVIDIA GeForce RTX 2080Ti 52.0 72.3 50.9 60.1 55.1 94.4
152 DLMU 256-sppf+attention 5.9 NVIDIA GeForce RTX 2080Ti 58.3 72.3 63.4 59.4 61.3 95.0
153 University of Ljubljana Segmenter (ViT-B) 2.6 V100 52.6 72.2 51.6 59.5 55.2 95.1
154 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 54.3 72.1 63.1 51.1 56.5 96.1
155 TEST 25-26 0 2080ti 53.9 72.1 59.0 53.9 56.3 95.7
156 DLMU WaSRT-last 9 NVIDIA GeForce RTX 2080Ti 61.9 72.1 65.4 62.5 63.9 96.8
157 DLMU WaSRT 9 NVIDIA GeForce RTX 2080Ti 59.5 72.0 62.4 60.8 61.6 96.7
158 DLMU RWOS9 5.9 NVIDIA GeForce RTX 2080Ti 58.0 72.0 61.9 59.6 60.7 95.5
159 DLMU RWOS+SPPF+24 5.9 NVIDIA GeForce RTX 2080Ti 56.5 72.0 61.2 57.5 59.3 95.1
160 Shanghai University segmenter 3 A6000 50.3 71.8 50.0 57.2 53.4 94.3
161 XJTU pidnet-spatial 98 4070Ti 49.4 71.8 47.3 58.9 52.5 94.2
162 Shanghai University bisenet 83.7 A6000 47.9 71.6 47.9 56.5 51.8 92.4
163 WUT Marine School MariS2Net 43.3 Nvidia RTX 2080 Ti 64.4 71.6 70.1 62.8 66.3 97.2
164 3 wodis 4 5 53.7 71.6 61.1 52.4 56.4 95.2
165 DT Deep Square Newlight 12 A100 54.0 71.6 53.7 60.6 56.9 94.8
166 FEE, CTU in Prague pg 0.7 Nvidia RTX 2080 Ti 66.9 71.5 71.1 66.5 68.7 97.4
167 hhh Segmenter 20 1080 ti 49.4 71.5 48.6 57.0 52.4 94.2
168 Couger AI Seg 15 CPU 48.1 71.4 47.1 57.0 51.6 93.1
169 DLMU CCNet 9 NVIDIA GeForce RTX 2080Ti 55.3 71.4 59.2 58.0 58.6 94.3
170 DLMU res50-RWOS 5.9 NVIDIA GeForce RTX 2080Ti 51.9 71.4 56.3 53.5 54.9 94.5
171 TEST 25-16 0 2080ti 51.6 71.3 54.9 53.1 53.9 95.7
172 DLMU overall 5.9 NVIDIA GeForce RTX 2080Ti 52.5 71.3 55.8 54.5 55.2 95.2
173 DLMU stdc_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.0 71.3 60.4 55.5 57.8 95.2
174 University of Ljubljana WaSR-T (RN-101) 11.1 V100 60.1 71.1 59.7 64.7 62.1 96.7
175 NWPU PWPNet 21 Nvidia xavier NX 55.3 71.0 56.9 60.4 58.6 94.4
176 1 tv -1 A 53.2 71.0 54.0 59.5 56.6 94.0
177 1 vb -1 A 53.2 71.0 54.0 59.5 56.6 94.0
178 University of Ljubljana WaSR (RN-101) 16.5 V100 59.5 71.0 59.9 63.4 61.6 96.6
179 DLMU deeplabv3++r101 5.9 NVIDIA GeForce RTX 2080Ti 52.7 70.9 56.7 55.5 56.1 94.0
180 DLMU DDRNet23 9 NVIDIA GeForce RTX 2080Ti 51.8 70.8 49.0 62.2 54.8 94.5
181 Shanghai University bisenetv1_r50_1024x1024 9.2 A6000 37.8 70.8 33.5 55.3 41.7 90.8
182 DLMU stdc_2stage 5.9 NVIDIA GeForce RTX 2080Ti 51.1 70.8 51.8 55.5 53.6 95.5
183 DLMU baseline-mbv3l 5.9 NVIDIA GeForce RTX 2080Ti 52.0 70.7 59.0 51.0 54.7 95.0
184 HKUST TransCues 73 3090 47.6 70.6 45.4 54.4 49.5 96.2
185 HUST EWasr Full Resolution 50 3090 53.9 70.6 53.1 59.7 56.2 95.8
186 DLMU STDC1 5.9 NVIDIA GeForce RTX 2080Ti 54.4 70.6 63.0 52.5 57.3 95.0
187 Z R-F 9 NVIDIA GeForce RTX 2080Ti 55.0 70.5 61.2 55.6 58.3 94.3
188 Z RD-MITB1 9 NVIDIA GeForce RTX 2080Ti 47.3 70.3 48.9 51.1 50.0 94.6
189 HUST EWasr Test 50 3090 53.0 70.3 53.2 58.0 55.5 95.4
190 DLMU ch+spp 5.9 NVIDIA GeForce RTX 2080Ti 43.8 70.0 40.6 53.6 46.2 94.7
191 3 ewasr_test-2 4 5 52.1 69.7 51.8 58.2 54.8 95.0
192 HUST BiseNetV1-test 50 3090 42.9 69.5 41.1 57.2 47.8 89.7
193 DLMU stdc2 5.9 NVIDIA GeForce RTX 2080Ti 47.4 69.5 48.0 51.1 49.5 95.8
194 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 52.5 69.5 60.8 50.6 55.3 95.0
195 Z RB-MSCAN-S 9 NVIDIA GeForce RTX 2080Ti 47.1 69.4 47.3 52.7 49.8 94.6
196 HUST BiseNetV2-mmcv-2 50 3090 45.8 69.2 53.3 44.9 48.7 93.9
197 TEST sota25-06 0 0 46.8 69.2 49.9 49.1 49.5 94.5
198 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 44.8 69.1 53.8 43.0 47.8 93.9
199 HUST BiseNetV2-test 50 3090 29.2 68.6 23.7 57.0 33.5 87.2
200 DLMU baseline-mbv3s 5.9 NVIDIA GeForce RTX 2080Ti 49.0 68.5 52.7 51.2 52.0 94.3
201 DLR-MI OneFormer Test 1 Quadro P6000 52.0 68.3 47.4 62.7 54.0 96.2
202 hhh Bisenetv1 20 1080 ti 30.8 68.2 25.9 50.2 34.2 90.3
203 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 68.2 40.9 49.7 44.9 94.3
204 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 48.6 68.0 58.3 46.4 51.7 94.1
205 EAIC-UIT eWaSR 4.1 1660 56.5 67.8 55.5 62.7 58.9 96.0
206 DLMU fastscnn 5.9 NVIDIA GeForce RTX 2080Ti 42.3 67.5 42.9 47.5 45.1 93.8
207 3 PIDNet 4 5 42.0 66.6 48.0 42.8 45.2 92.9
208 HKUST TransCues 73 3090 34.3 66.4 29.7 49.3 37.1 92.4
209 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 41.6 66.2 44.2 44.7 44.4 93.6
210 Z RB-MSCAN-T 9 NVIDIA GeForce RTX 2080Ti 42.2 66.1 40.5 50.8 45.1 93.6
211 Z RB-MITB0 9 NVIDIA GeForce RTX 2080Ti 40.7 66.1 39.8 48.9 43.9 92.6
212 4 TBiSeg2 5 6 27.3 65.8 22.6 50.2 31.1 87.8
213 eWaSR 3.1 1660 56.5 65.5 55.9 61.7 58.7 96.3
214 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 65.4 42.2 48.2 45.0 93.9
215 KLE Tech unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
216 KLE TECH unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
217 University of Ljubljana CSANet (RN-101) 2.1 V100 49.1 63.7 47.2 58.2 52.1 94.2
218 University of Ljubljana WODIS (RN-101) 35.4 V100 40.7 63.0 38.8 61.1 47.5 85.7
219 University of Ljubljana IntCatchAI 6.7 V100 20.5 62.4 40.6 50.2 44.9 45.6
220 Luxonis int8_int16 -1 NA 41.8 62.0 37.5 59.7 46.1 90.7
221 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.9 36.1 54.8 43.5 90.0
222 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.7 36.1 55.5 43.8 89.6
223 DLR-MI ATME 5 Quadro P6000 33.5 61.3 33.4 39.3 36.1 92.7
224 Luxonis int8_int16_enh -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
225 Luxonis int8_int16_enh_fix_depth2 -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
226 Luxonis int8_int16_enh_fix -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
227 eWaSRv2 6.7 1660 52.0 61.0 54.5 53.5 54.0 96.3
228 eWaSRv2-T 6.7 1660 52.4 60.9 54.6 54.2 54.4 96.3
229 eWaSR 7.8 1660 52.9 60.9 54.6 55.3 54.9 96.4
230 EAIC-UIT eWaSR 3.6 1660 54.7 60.9 55.4 58.3 56.8 96.4
231 eWaSR 6.1 1660 52.2 60.7 55.1 53.7 54.4 96.1
232 WHUT yolov8 18.3 4090D 37.0 60.5 36.5 45.2 40.4 91.5
233 WaSR 3.7 1660 47.3 60.5 47.1 52.6 49.7 95.2
234 eWaSR 6.2 1660 47.6 60.4 47.7 52.2 49.9 95.5
235 eWaSR 6.8 1660 49.7 60.2 49.2 54.7 51.8 95.9
236 New eWaSR 8.5 1660 45.0 60.1 42.8 53.3 47.5 94.9
237 eWaSR 5 1660 44.2 60.0 41.7 52.3 46.4 95.2
238 HUST STDC1-seg50-test 50 3090 32.6 59.5 37.6 33.8 35.6 91.5
239 eWaSR 6.2 1660 46.4 59.5 44.7 53.4 48.7 95.2
240 DLR-MI ATME test 5 Quadro P6000 38.5 59.4 39.3 45.0 41.9 91.8
241 eWaSR 8.7 1660 45.1 58.9 44.6 50.7 47.4 95.1
242 eeWaSR 3.6 1660 42.4 58.9 40.1 50.1 44.5 95.1
243 eWaSR 7.5 1660 44.4 58.8 42.7 50.7 46.4 95.7
244 eWaSR-MTBB 3.6 1660 43.5 58.7 42.5 50.2 46.0 94.7
245 / Resubmission - 14242 20 / 41.0 57.6 40.2 61.5 48.6 84.3
246 HUST BiseNetV2-mmcv 50 3090 36.6 56.7 34.0 53.9 41.7 87.8
247 WHUT yolov8 18.3 4090 30.2 56.0 34.0 38.4 36.0 83.7
248 EVSB 6.5 1660 41.7 55.8 38.6 57.8 46.3 90.0
249 Luxonis test_validation -1 NA 27.2 55.6 43.0 27.6 33.7 80.7
250 eWaSR 5.1 1660 33.2 55.1 28.8 53.1 37.4 88.9
251 2 collision_free 3 4 25.7 53.0 42.2 37.4 39.6 64.8
252 HKUST Transformer 5 3090 4.6 49.1 78.1 95.3 85.8 5.4
253 TEST sota25-06-yuanchicun 30 2080ti 2.8 38.3 90.0 4.5 8.5 32.7
254 Individual Hk9084 2.9 Nvidia A100 0.0 0.0 0.0 0.0 0.0 0.0
255 Couger AI Seg 15 CPU 0.0 0.0 0.0 0.0 0.0 0.0