Submit your method
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-b2 1 A6000 67.3 78.2 64.1 76.4 69.8 96.4
37 Shanghai University segformer-mit-b2 4.5 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 MARE BitCOS 24 RTX 4090 (24GB) 65.8 74.8 73.0 62.9 67.6 97.4
89 BUPT Mask2former 2.7 RTX 4090 76.3 74.7 78.9 77.3 78.1 97.7
90 Shanghai University pointrend_r101_512x1024 7.6 A6000 52.0 74.7 50.2 65.2 56.7 91.7
91 XJTU pidnet-l-spatial 62 4070Ti 50.7 74.7 47.0 62.8 53.7 94.3
92 DLMU deeplabv3++R50 5.9 NVIDIA GeForce RTX 2080Ti 59.4 74.6 61.3 62.7 62.0 95.7
93 FEE, CTU in Prague PixOOD_1000K 0.8 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
94 FEE, CTU in Prague PixelGROOD 0.9 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
95 FEE, CTU in Prague PixOOD ft 0.8 A100 76.9 74.5 75.3 83.2 79.0 97.3
96 Z R-FPPM 9 NVIDIA GeForce RTX 2080Ti 60.8 74.5 68.3 59.2 63.4 95.8
97 DLMU Segformer-B1-120 9 NVIDIA GeForce RTX 2080Ti 61.6 74.5 59.4 68.0 63.4 97.1
98 FEE, CTU in Prague PixOOD ft uni 0.8 A100 77.4 74.4 76.0 82.7 79.2 97.7
99 TEST seg_test_512 0 2080ti 60.4 74.4 63.3 60.9 62.1 97.3
100 DLMU LODANet+baseline 5.9 NVIDIA GeForce RTX 2080Ti 59.3 74.3 59.6 64.7 62.0 95.6
101 TEST test_new 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
102 TEST test_512 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
103 DLMU segformer-B1 5.9 NVIDIA GeForce RTX 3090 61.8 74.1 60.5 66.9 63.5 97.2
104 DLMU pspnet-r50 5.9 NVIDIA GeForce RTX 2080Ti 58.0 74.1 66.6 55.9 60.8 95.5
105 hhh Unet 20 1080 ti 16.0 74.1 10.8 64.1 18.5 86.6
106 DLMU LODANet+ATT 5.9 NVIDIA GeForce RTX 2080Ti 58.5 74.0 60.8 61.2 61.0 95.9
107 HSU Mask2Former 1 V100 65.8 74.0 60.9 75.5 67.4 97.6
108 pidnet-s 100 4070Ti 49.1 74.0 45.2 61.8 52.2 94.1
109 DLMU deeplabv3+ 9 NVIDIA GeForce RTX 2080Ti 58.0 74.0 61.9 59.7 60.7 95.5
110 Shanghai University AGPNet_2 73.6 A6000 54.8 74.0 54.3 60.1 57.1 96.0
111 Shanghai University AGPNet 83.7 A6000 53.6 73.9 54.2 58.2 56.1 95.5
112 University of Ljubljana BiSeNetv2 51.1 V100 51.2 73.9 48.2 63.2 54.7 93.5
113 DLMU R-B 9 NVIDIA GeForce RTX 2080Ti 59.1 73.9 63.2 60.9 62.1 95.1
114 FEE, CTU in Prague PixelGROOD_500K_P05 0.8 NVIDIA A100 73.5 73.8 69.5 82.3 75.4 97.5
115 Z R-D-F-C211 9 NVIDIA GeForce RTX 2080Ti 62.3 73.8 68.0 62.4 65.1 95.7
116 Individual Hk9084 5.4 Nvidia A100 48.0 73.7 42.1 68.6 52.2 91.9
117 3 WaSR 4 5 62.3 73.7 64.9 63.7 64.3 96.9
118 Z R-D-C11 9 NVIDIA GeForce RTX 2080Ti 60.8 73.5 65.5 61.7 63.6 95.6
119 DLMU deeplabv3-r50 5.9 NVIDIA GeForce RTX 2080Ti 59.5 73.5 64.8 59.9 62.2 95.6
120 DLMU baseline-r18 5.9 NVIDIA GeForce RTX 2080Ti 57.9 73.4 62.8 59.2 60.9 95.0
121 DLMU fpn_r183x3 5.9 NVIDIA GeForce RTX 2080Ti 56.7 73.4 62.0 57.5 59.7 95.1
122 Z R-AFFM 9 NVIDIA GeForce RTX 2080Ti 61.1 73.3 67.2 61.0 64.0 95.6
123 University of Ljubljana BiSeNetv1 (RN-50) 10.1 V100 39.4 73.3 31.6 66.3 42.8 92.2
124 Z R-F-C 9 NVIDIA GeForce RTX 2080Ti 59.9 73.3 65.8 59.7 62.6 95.6
125 Z R-D-F-11 9 NVIDIA GeForce RTX 2080Ti 60.2 73.2 66.2 60.4 63.2 95.2
126 Shanghai University AGPNet 83.7 A6000 52.1 73.2 53.3 55.6 54.4 95.7
127 HUST STDC2Seg100-mmcv 50 3090 46.0 73.1 42.7 57.4 49.0 93.9
128 Z R-D 9 NVIDIA GeForce RTX 2080Ti 51.8 73.1 50.8 59.2 54.6 94.8
129 WHUT WODIS 89.7 4090D 55.8 73.1 55.2 63.6 59.1 94.5
130 DLMU fpnr18_lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 73.1 58.9 58.5 58.7 95.1
131 DLMU 256-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 60.1 56.6 58.3 95.0
132 Couger AI Seg 15 CPU 50.1 72.9 48.7 58.6 53.2 94.2
133 HUST STDC1Seg100-mmcv 50 3090 44.0 72.9 39.7 58.8 47.4 93.0
134 DLMU RWOS+AFFM 5.9 NVIDIA GeForce RTX 2080Ti 55.9 72.9 62.3 55.7 58.8 95.1
135 DLMU 512-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 59.7 57.1 58.4 94.9
136 DLMU SEM FPN 5.9 NVIDIA GeForce RTX 2080Ti 57.9 72.9 62.5 59.3 60.9 95.2
137 DLMU 512-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.8 62.8 55.6 59.0 95.1
138 TEST 25-35 0 2080ti 54.8 72.8 57.9 56.3 57.1 96.0
139 Z R-C 9 NVIDIA GeForce RTX 2080Ti 58.3 72.7 63.2 59.1 61.1 95.4
140 HSU Mask2Former 1 V100 59.6 72.7 59.3 63.1 61.1 97.4
141 DLMU 256-sppf-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.6 61.0 57.1 58.9 95.2
142 Z R-F-C21 9 NVIDIA GeForce RTX 2080Ti 59.9 72.6 63.0 62.4 62.7 95.6
143 DLMU 127-lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 72.6 59.4 58.3 58.8 94.9
144 DLMU RWOS9-last 5.9 NVIDIA GeForce RTX 2080Ti 57.8 72.6 62.6 59.1 60.8 95.2
145 TEST 25-new-25 30 2080ti 54.2 72.6 57.7 54.5 56.1 96.7
146 DLMU 256-best 5.9 NVIDIA GeForce RTX 2080Ti 55.6 72.5 62.8 55.0 58.6 94.8
147 DLMU 256+sppf+28k 5.9 NVIDIA GeForce RTX 2080Ti 56.4 72.5 60.2 58.6 59.4 95.0
148 DLMU fpn_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.5 72.5 58.5 58.1 58.3 95.2
149 TEST 25-new-25 0 2080ti 54.3 72.5 57.8 54.6 56.2 96.7
150 DLMU point-rend 5.9 NVIDIA GeForce RTX 3090 57.6 72.4 59.4 62.0 60.7 94.9
151 DLMU 256-sppf+attention-last 5.9 NVIDIA GeForce RTX 2080Ti 58.1 72.3 61.6 61.0 61.3 94.8
152 DLMU DDRNet-last 5.9 NVIDIA GeForce RTX 2080Ti 52.0 72.3 50.9 60.1 55.1 94.4
153 DLMU 256-sppf+attention 5.9 NVIDIA GeForce RTX 2080Ti 58.3 72.3 63.4 59.4 61.3 95.0
154 University of Ljubljana Segmenter (ViT-B) 2.6 V100 52.6 72.2 51.6 59.5 55.2 95.1
155 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 54.3 72.1 63.1 51.1 56.5 96.1
156 TEST 25-26 0 2080ti 53.9 72.1 59.0 53.9 56.3 95.7
157 DLMU WaSRT-last 9 NVIDIA GeForce RTX 2080Ti 61.9 72.1 65.4 62.5 63.9 96.8
158 DLMU WaSRT 9 NVIDIA GeForce RTX 2080Ti 59.5 72.0 62.4 60.8 61.6 96.7
159 DLMU RWOS9 5.9 NVIDIA GeForce RTX 2080Ti 58.0 72.0 61.9 59.6 60.7 95.5
160 DLMU RWOS+SPPF+24 5.9 NVIDIA GeForce RTX 2080Ti 56.5 72.0 61.2 57.5 59.3 95.1
161 Shanghai University segmenter 3 A6000 50.3 71.8 50.0 57.2 53.4 94.3
162 XJTU pidnet-spatial 98 4070Ti 49.4 71.8 47.3 58.9 52.5 94.2
163 Shanghai University bisenet 83.7 A6000 47.9 71.6 47.9 56.5 51.8 92.4
164 WUT Marine School MariS2Net 43.3 Nvidia RTX 2080 Ti 64.4 71.6 70.1 62.8 66.3 97.2
165 3 wodis 4 5 53.7 71.6 61.1 52.4 56.4 95.2
166 DT Deep Square Newlight 12 A100 54.0 71.6 53.7 60.6 56.9 94.8
167 FEE, CTU in Prague pg 0.7 Nvidia RTX 2080 Ti 66.9 71.5 71.1 66.5 68.7 97.4
168 hhh Segmenter 20 1080 ti 49.4 71.5 48.6 57.0 52.4 94.2
169 Couger AI Seg 15 CPU 48.1 71.4 47.1 57.0 51.6 93.1
170 DLMU CCNet 9 NVIDIA GeForce RTX 2080Ti 55.3 71.4 59.2 58.0 58.6 94.3
171 DLMU res50-RWOS 5.9 NVIDIA GeForce RTX 2080Ti 51.9 71.4 56.3 53.5 54.9 94.5
172 TEST 25-16 0 2080ti 51.6 71.3 54.9 53.1 53.9 95.7
173 DLMU overall 5.9 NVIDIA GeForce RTX 2080Ti 52.5 71.3 55.8 54.5 55.2 95.2
174 DLMU stdc_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.0 71.3 60.4 55.5 57.8 95.2
175 University of Ljubljana WaSR-T (RN-101) 11.1 V100 60.1 71.1 59.7 64.7 62.1 96.7
176 NWPU PWPNet 21 Nvidia xavier NX 55.3 71.0 56.9 60.4 58.6 94.4
177 1 vb -1 A 53.2 71.0 54.0 59.5 56.6 94.0
178 1 tv -1 A 53.2 71.0 54.0 59.5 56.6 94.0
179 University of Ljubljana WaSR (RN-101) 16.5 V100 59.5 71.0 59.9 63.4 61.6 96.6
180 DLMU deeplabv3++r101 5.9 NVIDIA GeForce RTX 2080Ti 52.7 70.9 56.7 55.5 56.1 94.0
181 DLMU DDRNet23 9 NVIDIA GeForce RTX 2080Ti 51.8 70.8 49.0 62.2 54.8 94.5
182 Shanghai University bisenetv1_r50_1024x1024 9.2 A6000 37.8 70.8 33.5 55.3 41.7 90.8
183 DLMU stdc_2stage 5.9 NVIDIA GeForce RTX 2080Ti 51.1 70.8 51.8 55.5 53.6 95.5
184 DLMU baseline-mbv3l 5.9 NVIDIA GeForce RTX 2080Ti 52.0 70.7 59.0 51.0 54.7 95.0
185 HKUST TransCues 73 3090 47.6 70.6 45.4 54.4 49.5 96.2
186 HUST EWasr Full Resolution 50 3090 53.9 70.6 53.1 59.7 56.2 95.8
187 DLMU STDC1 5.9 NVIDIA GeForce RTX 2080Ti 54.4 70.6 63.0 52.5 57.3 95.0
188 Z R-F 9 NVIDIA GeForce RTX 2080Ti 55.0 70.5 61.2 55.6 58.3 94.3
189 Z RD-MITB1 9 NVIDIA GeForce RTX 2080Ti 47.3 70.3 48.9 51.1 50.0 94.6
190 HUST EWasr Test 50 3090 53.0 70.3 53.2 58.0 55.5 95.4
191 DLMU ch+spp 5.9 NVIDIA GeForce RTX 2080Ti 43.8 70.0 40.6 53.6 46.2 94.7
192 3 ewasr_test-2 4 5 52.1 69.7 51.8 58.2 54.8 95.0
193 HUST BiseNetV1-test 50 3090 42.9 69.5 41.1 57.2 47.8 89.7
194 DLMU stdc2 5.9 NVIDIA GeForce RTX 2080Ti 47.4 69.5 48.0 51.1 49.5 95.8
195 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 52.5 69.5 60.8 50.6 55.3 95.0
196 Z RB-MSCAN-S 9 NVIDIA GeForce RTX 2080Ti 47.1 69.4 47.3 52.7 49.8 94.6
197 HUST BiseNetV2-mmcv-2 50 3090 45.8 69.2 53.3 44.9 48.7 93.9
198 TEST sota25-06 0 0 46.8 69.2 49.9 49.1 49.5 94.5
199 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 44.8 69.1 53.8 43.0 47.8 93.9
200 HUST BiseNetV2-test 50 3090 29.2 68.6 23.7 57.0 33.5 87.2
201 DLMU baseline-mbv3s 5.9 NVIDIA GeForce RTX 2080Ti 49.0 68.5 52.7 51.2 52.0 94.3
202 DLR-MI OneFormer Test 1 Quadro P6000 52.0 68.3 47.4 62.7 54.0 96.2
203 hhh Bisenetv1 20 1080 ti 30.8 68.2 25.9 50.2 34.2 90.3
204 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 68.2 40.9 49.7 44.9 94.3
205 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 48.6 68.0 58.3 46.4 51.7 94.1
206 EAIC-UIT eWaSR 4.1 1660 56.5 67.8 55.5 62.7 58.9 96.0
207 DLMU fastscnn 5.9 NVIDIA GeForce RTX 2080Ti 42.3 67.5 42.9 47.5 45.1 93.8
208 3 PIDNet 4 5 42.0 66.6 48.0 42.8 45.2 92.9
209 HKUST TransCues 73 3090 34.3 66.4 29.7 49.3 37.1 92.4
210 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 41.6 66.2 44.2 44.7 44.4 93.6
211 Z RB-MSCAN-T 9 NVIDIA GeForce RTX 2080Ti 42.2 66.1 40.5 50.8 45.1 93.6
212 Z RB-MITB0 9 NVIDIA GeForce RTX 2080Ti 40.7 66.1 39.8 48.9 43.9 92.6
213 4 TBiSeg2 5 6 27.3 65.8 22.6 50.2 31.1 87.8
214 eWaSR 3.1 1660 56.5 65.5 55.9 61.7 58.7 96.3
215 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 65.4 42.2 48.2 45.0 93.9
216 KLE TECH unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
217 KLE Tech unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
218 University of Ljubljana CSANet (RN-101) 2.1 V100 49.1 63.7 47.2 58.2 52.1 94.2
219 University of Ljubljana WODIS (RN-101) 35.4 V100 40.7 63.0 38.8 61.1 47.5 85.7
220 University of Ljubljana IntCatchAI 6.7 V100 20.5 62.4 40.6 50.2 44.9 45.6
221 Luxonis int8_int16 -1 NA 41.8 62.0 37.5 59.7 46.1 90.7
222 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.9 36.1 54.8 43.5 90.0
223 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.7 36.1 55.5 43.8 89.6
224 DLR-MI ATME 5 Quadro P6000 33.5 61.3 33.4 39.3 36.1 92.7
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 -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
227 Luxonis int8_int16_enh_fix -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
228 eWaSRv2 6.7 1660 52.0 61.0 54.5 53.5 54.0 96.3
229 eWaSRv2-T 6.7 1660 52.4 60.9 54.6 54.2 54.4 96.3
230 eWaSR 7.8 1660 52.9 60.9 54.6 55.3 54.9 96.4
231 EAIC-UIT eWaSR 3.6 1660 54.7 60.9 55.4 58.3 56.8 96.4
232 eWaSR 6.1 1660 52.2 60.7 55.1 53.7 54.4 96.1
233 WHUT yolov8 18.3 4090D 37.0 60.5 36.5 45.2 40.4 91.5
234 WaSR 3.7 1660 47.3 60.5 47.1 52.6 49.7 95.2
235 eWaSR 6.2 1660 47.6 60.4 47.7 52.2 49.9 95.5
236 MARE BitCOS 24 RTX 4090 (24GB) 39.3 60.3 31.3 66.2 42.6 92.3
237 eWaSR 6.8 1660 49.7 60.2 49.2 54.7 51.8 95.9
238 New eWaSR 8.5 1660 45.0 60.1 42.8 53.3 47.5 94.9
239 eWaSR 5 1660 44.2 60.0 41.7 52.3 46.4 95.2
240 HUST STDC1-seg50-test 50 3090 32.6 59.5 37.6 33.8 35.6 91.5
241 eWaSR 6.2 1660 46.4 59.5 44.7 53.4 48.7 95.2
242 MARE BitCOS 60 RTX 4090 (24GB) 39.0 59.4 30.7 67.3 42.2 92.5
243 DLR-MI ATME test 5 Quadro P6000 38.5 59.4 39.3 45.0 41.9 91.8
244 eWaSR 8.7 1660 45.1 58.9 44.6 50.7 47.4 95.1
245 eeWaSR 3.6 1660 42.4 58.9 40.1 50.1 44.5 95.1
246 eWaSR 7.5 1660 44.4 58.8 42.7 50.7 46.4 95.7
247 eWaSR-MTBB 3.6 1660 43.5 58.7 42.5 50.2 46.0 94.7
248 MARE WaSR 29 RTX 4090 (24GB) 33.5 58.3 27.3 72.7 39.7 84.4
249 MARE BitCOS 44 RTX 4090 (24GB) 38.5 58.2 32.8 66.0 43.8 88.0
250 / Resubmission - 14242 20 / 41.0 57.6 40.2 61.5 48.6 84.3
251 HUST BiseNetV2-mmcv 50 3090 36.6 56.7 34.0 53.9 41.7 87.8
252 WHUT yolov8 18.3 4090 30.2 56.0 34.0 38.4 36.0 83.7
253 EVSB 6.5 1660 41.7 55.8 38.6 57.8 46.3 90.0
254 Luxonis test_validation -1 NA 27.2 55.6 43.0 27.6 33.7 80.7
255 eWaSR 5.1 1660 33.2 55.1 28.8 53.1 37.4 88.9
256 2 collision_free 3 4 25.7 53.0 42.2 37.4 39.6 64.8
257 HKUST Transformer 5 3090 4.6 49.1 78.1 95.3 85.8 5.4
258 TEST sota25-06-yuanchicun 30 2080ti 2.8 38.3 90.0 4.5 8.5 32.7
259 MARE DeeplabV3+ 41 RTX 4090 (24GB) 10.3 17.1 24.5 23.4 23.9 43.0
260 Individual Hk9084 2.9 Nvidia A100 0.0 0.0 0.0 0.0 0.0 0.0
261 Couger AI Seg 15 CPU 0.0 0.0 0.0 0.0 0.0 0.0