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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 DLMU stos-519-best 5.9 NVIDIA GeForce RTX 2080Ti 64.7 75.3 66.8 66.0 66.4 97.4
47 HSU Mask2Former 1 V100 59.6 72.7 59.3 63.1 61.1 97.4
48 FEE, CTU in Prague pg 0.7 Nvidia RTX 2080 Ti 66.9 71.5 71.1 66.5 68.7 97.4
49 DLMU stos-521-best 5.9 NVIDIA GeForce RTX 2080Ti 63.1 75.0 63.0 66.6 64.8 97.4
50 DLMU stos-519-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.5 66.6 66.4 66.5 97.4
51 FEE, CTU in Prague PixOOD ft 0.8 A100 76.9 74.5 75.3 83.2 79.0 97.3
52 DLMU stos-521-last 5.9 NVIDIA GeForce RTX 2080Ti 63.3 75.2 62.8 67.5 65.1 97.3
53 Unica Snarciv2 3.1 Nvidia RTX 3060 72.6 78.7 71.8 77.7 74.6 97.3
54 TEST seg_test_512 0 2080ti 60.4 74.4 63.3 60.9 62.1 97.3
55 DLMU segformer-B1 5.9 NVIDIA GeForce RTX 3090 61.8 74.1 60.5 66.9 63.5 97.2
56 WUT Marine School MariS2Net 43.3 Nvidia RTX 2080 Ti 64.4 71.6 70.1 62.8 66.3 97.2
57 University of Ljubljana KNet (Swin-T) 4.2 V100 71.3 78.8 67.6 80.4 73.4 97.2
58 TEST test_512 0 2080ti 63.3 75.0 69.6 61.2 65.1 97.1
59 Individual Hk9084 1.0 Nvidia A100 75.2 79.9 74.4 80.9 77.5 97.1
60 DLMU Segformer-B1-120 9 NVIDIA GeForce RTX 2080Ti 61.6 74.5 59.4 68.0 63.4 97.1
61 HKUST Transformer SwinL final 5 3090 77.8 79.6 78.5 82.0 80.2 97.1
62 HKUST Transformer 5 3090 77.0 79.4 76.9 81.9 79.3 97.0
63 hhh Segformer 20 1080 ti 67.3 78.5 63.3 76.5 69.3 97.0
64 HKUST Transformer 5 3090 77.0 79.6 76.6 82.3 79.4 97.0
65 Individual Hk9084 4.6 Nvidia A100 70.8 78.8 67.3 79.9 73.0 97.0
66 hhh Knet 20 1080 ti 71.0 78.9 67.9 79.4 73.2 97.0
67 1 vt -1 A 69.8 78.7 67.7 77.0 72.0 96.9
68 3 WaSR 4 5 62.3 73.7 64.9 63.7 64.3 96.9
69 University of Ljubljana SegFormer (MiT-B2) 5.6 V100 67.8 78.6 63.8 77.5 70.0 96.8
70 DLMU WaSRT-last 9 NVIDIA GeForce RTX 2080Ti 61.9 72.1 65.4 62.5 63.9 96.8
71 University of Ljubljana PSAM 0.6 2080 Ti 75.3 79.0 74.3 81.6 77.8 96.8
72 University of Ljubljana WaSR-T (RN-101) 11.1 V100 60.1 71.1 59.7 64.7 62.1 96.7
73 TEST 25-new-25 30 2080ti 54.2 72.6 57.7 54.5 56.1 96.7
74 DLMU WaSRT 9 NVIDIA GeForce RTX 2080Ti 59.5 72.0 62.4 60.8 61.6 96.7
75 TEST 25-new-25 0 2080ti 54.3 72.5 57.8 54.6 56.2 96.7
76 University of Ljubljana WaSR (RN-101) 16.5 V100 59.5 71.0 59.9 63.4 61.6 96.6
77 BUPT Mask2former 3 RTX 4090 65.5 76.4 61.5 75.6 67.8 96.6
78 TEST test_512 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
79 TEST test_new 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
80 Shanghai University segformer-mit-b2 4.5 A6000 67.3 78.2 64.1 76.4 69.8 96.4
81 Shanghai University segformer-b2 1 A6000 67.3 78.2 64.1 76.4 69.8 96.4
82 eWaSR 7.8 1660 52.9 60.9 54.6 55.3 54.9 96.4
83 EAIC-UIT eWaSR 3.6 1660 54.7 60.9 55.4 58.3 56.8 96.4
84 HSU SegFormer 2 V100 59.0 76.6 53.7 71.2 61.3 96.3
85 eWaSRv2 6.7 1660 52.0 61.0 54.5 53.5 54.0 96.3
86 eWaSRv2-T 6.7 1660 52.4 60.9 54.6 54.2 54.4 96.3
87 eWaSR 3.1 1660 56.5 65.5 55.9 61.7 58.7 96.3
88 Shanghai University knet_512_512 4.7 A6000 70.2 78.7 68.6 77.9 73.0 96.3
89 DLR-MI OneFormer Test 1 Quadro P6000 52.0 68.3 47.4 62.7 54.0 96.2
90 University of Cagliari Snarci 3.1 Nvidia RTX 3060 66.5 77.4 64.0 75.1 69.1 96.2
91 HKUST TransCues 73 3090 47.6 70.6 45.4 54.4 49.5 96.2
92 eWaSR 6.1 1660 52.2 60.7 55.1 53.7 54.4 96.1
93 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 54.3 72.1 63.1 51.1 56.5 96.1
94 EAIC-UIT eWaSR 4.1 1660 56.5 67.8 55.5 62.7 58.9 96.0
95 Shanghai University AGPNet_2 73.6 A6000 54.8 74.0 54.3 60.1 57.1 96.0
96 TEST 25-35 0 2080ti 54.8 72.8 57.9 56.3 57.1 96.0
97 DLMU LODANet+ATT 5.9 NVIDIA GeForce RTX 2080Ti 58.5 74.0 60.8 61.2 61.0 95.9
98 eWaSR 6.8 1660 49.7 60.2 49.2 54.7 51.8 95.9
99 Z R-FPPM 9 NVIDIA GeForce RTX 2080Ti 60.8 74.5 68.3 59.2 63.4 95.8
100 DLMU stdc2 5.9 NVIDIA GeForce RTX 2080Ti 47.4 69.5 48.0 51.1 49.5 95.8
101 HUST EWasr Full Resolution 50 3090 53.9 70.6 53.1 59.7 56.2 95.8
102 DLMU deeplabv3++R50 5.9 NVIDIA GeForce RTX 2080Ti 59.4 74.6 61.3 62.7 62.0 95.7
103 Shanghai University AGPNet 83.7 A6000 52.1 73.2 53.3 55.6 54.4 95.7
104 TEST 25-26 0 2080ti 53.9 72.1 59.0 53.9 56.3 95.7
105 eWaSR 7.5 1660 44.4 58.8 42.7 50.7 46.4 95.7
106 Z R-D-F-C211 9 NVIDIA GeForce RTX 2080Ti 62.3 73.8 68.0 62.4 65.1 95.7
107 TEST 25-16 0 2080ti 51.6 71.3 54.9 53.1 53.9 95.7
108 Z R-D-C11 9 NVIDIA GeForce RTX 2080Ti 60.8 73.5 65.5 61.7 63.6 95.6
109 Z R-F-C 9 NVIDIA GeForce RTX 2080Ti 59.9 73.3 65.8 59.7 62.6 95.6
110 DLMU deeplabv3-r50 5.9 NVIDIA GeForce RTX 2080Ti 59.5 73.5 64.8 59.9 62.2 95.6
111 DLMU LODANet+baseline 5.9 NVIDIA GeForce RTX 2080Ti 59.3 74.3 59.6 64.7 62.0 95.6
112 Z R-F-C21 9 NVIDIA GeForce RTX 2080Ti 59.9 72.6 63.0 62.4 62.7 95.6
113 Z R-AFFM 9 NVIDIA GeForce RTX 2080Ti 61.1 73.3 67.2 61.0 64.0 95.6
114 DLMU deeplabv3+ 9 NVIDIA GeForce RTX 2080Ti 58.0 74.0 61.9 59.7 60.7 95.5
115 eWaSR 6.2 1660 47.6 60.4 47.7 52.2 49.9 95.5
116 Shanghai University AGPNet 83.7 A6000 53.6 73.9 54.2 58.2 56.1 95.5
117 DLMU RWOS9 5.9 NVIDIA GeForce RTX 2080Ti 58.0 72.0 61.9 59.6 60.7 95.5
118 DLMU stdc_2stage 5.9 NVIDIA GeForce RTX 2080Ti 51.1 70.8 51.8 55.5 53.6 95.5
119 DLMU pspnet-r50 5.9 NVIDIA GeForce RTX 2080Ti 58.0 74.1 66.6 55.9 60.8 95.5
120 Z R-C 9 NVIDIA GeForce RTX 2080Ti 58.3 72.7 63.2 59.1 61.1 95.4
121 HUST EWasr Test 50 3090 53.0 70.3 53.2 58.0 55.5 95.4
122 University of Ljubljana DeepLabv3+ (RN-101) 3.3 V100 61.0 77.8 57.8 71.7 64.0 95.4
123 KLE Tech unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
124 KLE TECH unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
125 Individual Hk9084 2.5 Nvidia A100 71.7 79.0 72.8 77.6 75.1 95.4
126 3 wodis 4 5 53.7 71.6 61.1 52.4 56.4 95.2
127 DLMU 256-sppf-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.6 61.0 57.1 58.9 95.2
128 eWaSR 6.2 1660 46.4 59.5 44.7 53.4 48.7 95.2
129 Z R-D-F-11 9 NVIDIA GeForce RTX 2080Ti 60.2 73.2 66.2 60.4 63.2 95.2
130 eWaSR 5 1660 44.2 60.0 41.7 52.3 46.4 95.2
131 WaSR 3.7 1660 47.3 60.5 47.1 52.6 49.7 95.2
132 DLMU overall 5.9 NVIDIA GeForce RTX 2080Ti 52.5 71.3 55.8 54.5 55.2 95.2
133 DLMU RWOS9-last 5.9 NVIDIA GeForce RTX 2080Ti 57.8 72.6 62.6 59.1 60.8 95.2
134 University of Ljubljana DeepLabv3 (RN-101) 2.4 V100 62.9 77.5 61.1 72.0 66.1 95.2
135 DLMU stdc_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.0 71.3 60.4 55.5 57.8 95.2
136 DLMU SEM FPN 5.9 NVIDIA GeForce RTX 2080Ti 57.9 72.9 62.5 59.3 60.9 95.2
137 DLMU fpn_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.5 72.5 58.5 58.1 58.3 95.2
138 DLMU R-B 9 NVIDIA GeForce RTX 2080Ti 59.1 73.9 63.2 60.9 62.1 95.1
139 DLMU RWOS+SPPF+24 5.9 NVIDIA GeForce RTX 2080Ti 56.5 72.0 61.2 57.5 59.3 95.1
140 University of Ljubljana Segmenter (ViT-B) 2.6 V100 52.6 72.2 51.6 59.5 55.2 95.1
141 DLMU 512-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.8 62.8 55.6 59.0 95.1
142 eWaSR 8.7 1660 45.1 58.9 44.6 50.7 47.4 95.1
143 DLMU fpn_r183x3 5.9 NVIDIA GeForce RTX 2080Ti 56.7 73.4 62.0 57.5 59.7 95.1
144 eeWaSR 3.6 1660 42.4 58.9 40.1 50.1 44.5 95.1
145 DLMU RWOS+AFFM 5.9 NVIDIA GeForce RTX 2080Ti 55.9 72.9 62.3 55.7 58.8 95.1
146 DLMU fpnr18_lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 73.1 58.9 58.5 58.7 95.1
147 3 ewasr_test-2 4 5 52.1 69.7 51.8 58.2 54.8 95.0
148 DLMU 256+sppf+28k 5.9 NVIDIA GeForce RTX 2080Ti 56.4 72.5 60.2 58.6 59.4 95.0
149 DLMU baseline-mbv3l 5.9 NVIDIA GeForce RTX 2080Ti 52.0 70.7 59.0 51.0 54.7 95.0
150 DLMU 256-sppf+attention 5.9 NVIDIA GeForce RTX 2080Ti 58.3 72.3 63.4 59.4 61.3 95.0
151 University of Ljubljana FCN (RN-101) 3.4 V100 60.2 77.4 59.0 68.5 63.4 95.0
152 DLMU 256-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 60.1 56.6 58.3 95.0
153 DLMU STDC1 5.9 NVIDIA GeForce RTX 2080Ti 54.4 70.6 63.0 52.5 57.3 95.0
154 DLMU baseline-r18 5.9 NVIDIA GeForce RTX 2080Ti 57.9 73.4 62.8 59.2 60.9 95.0
155 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 52.5 69.5 60.8 50.6 55.3 95.0
156 Shanghai University deeplabv3plus_r101 4.1 A6000 53.7 76.1 50.4 64.3 56.5 95.0
157 DLMU point-rend 5.9 NVIDIA GeForce RTX 3090 57.6 72.4 59.4 62.0 60.7 94.9
158 DLMU 127-lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 72.6 59.4 58.3 58.8 94.9
159 New eWaSR 8.5 1660 45.0 60.1 42.8 53.3 47.5 94.9
160 University of Ljubljana PointRend (RN-101) 8.7 V100 62.1 77.5 60.6 71.1 65.4 94.9
161 DLMU 512-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 59.7 57.1 58.4 94.9
162 Shanghai University stdc2 2 A6000 59.8 75.8 61.7 64.4 63.0 94.8
163 Z R-D 9 NVIDIA GeForce RTX 2080Ti 51.8 73.1 50.8 59.2 54.6 94.8
164 DLMU 256-best 5.9 NVIDIA GeForce RTX 2080Ti 55.6 72.5 62.8 55.0 58.6 94.8
165 DLMU 256-sppf+attention-last 5.9 NVIDIA GeForce RTX 2080Ti 58.1 72.3 61.6 61.0 61.3 94.8
166 DT Deep Square Newlight 12 A100 54.0 71.6 53.7 60.6 56.9 94.8
167 DLMU ch+spp 5.9 NVIDIA GeForce RTX 2080Ti 43.8 70.0 40.6 53.6 46.2 94.7
168 eWaSR-MTBB 3.6 1660 43.5 58.7 42.5 50.2 46.0 94.7
169 Shanghai University stdc1_512x1024 44.7 A6000 57.3 75.5 58.4 62.9 60.6 94.6
170 Z RD-MITB1 9 NVIDIA GeForce RTX 2080Ti 47.3 70.3 48.9 51.1 50.0 94.6
171 Z RB-MSCAN-S 9 NVIDIA GeForce RTX 2080Ti 47.1 69.4 47.3 52.7 49.8 94.6
172 University of Ljubljana STDC2 56.5 V100 60.8 76.5 64.3 64.3 64.3 94.5
173 WHUT WODIS 89.7 4090D 55.8 73.1 55.2 63.6 59.1 94.5
174 DLMU res50-RWOS 5.9 NVIDIA GeForce RTX 2080Ti 51.9 71.4 56.3 53.5 54.9 94.5
175 TEST sota25-06 0 0 46.8 69.2 49.9 49.1 49.5 94.5
176 DLMU DDRNet23 9 NVIDIA GeForce RTX 2080Ti 51.8 70.8 49.0 62.2 54.8 94.5
177 NWPU PWPNet 21 Nvidia xavier NX 55.3 71.0 56.9 60.4 58.6 94.4
178 DLMU DDRNet-last 5.9 NVIDIA GeForce RTX 2080Ti 52.0 72.3 50.9 60.1 55.1 94.4
179 Z R-F 9 NVIDIA GeForce RTX 2080Ti 55.0 70.5 61.2 55.6 58.3 94.3
180 DLMU CCNet 9 NVIDIA GeForce RTX 2080Ti 55.3 71.4 59.2 58.0 58.6 94.3
181 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 68.2 40.9 49.7 44.9 94.3
182 DLMU baseline-mbv3s 5.9 NVIDIA GeForce RTX 2080Ti 49.0 68.5 52.7 51.2 52.0 94.3
183 XJTU pidnet-l-spatial 62 4070Ti 50.7 74.7 47.0 62.8 53.7 94.3
184 Shanghai University segmenter 3 A6000 50.3 71.8 50.0 57.2 53.4 94.3
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 CSANet (RN-101) 2.1 V100 49.1 63.7 47.2 58.2 52.1 94.2
188 XJTU pidnet-spatial 98 4070Ti 49.4 71.8 47.3 58.9 52.5 94.2
189 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 48.6 68.0 58.3 46.4 51.7 94.1
190 norlab mmsegmentation dlv3 test -1 RTX A6000 50.1 76.5 43.6 68.6 53.3 94.1
191 pidnet-s 100 4070Ti 49.1 74.0 45.2 61.8 52.2 94.1
192 University of Ljubljana TMANet (RN-50) 0.8 V100 57.5 77.1 52.5 73.4 61.2 94.1
193 1 tv -1 A 53.2 71.0 54.0 59.5 56.6 94.0
194 1 vb -1 A 53.2 71.0 54.0 59.5 56.6 94.0
195 DLMU deeplabv3++r101 5.9 NVIDIA GeForce RTX 2080Ti 52.7 70.9 56.7 55.5 56.1 94.0
196 HUST STDC2Seg100-mmcv 50 3090 46.0 73.1 42.7 57.4 49.0 93.9
197 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 65.4 42.2 48.2 45.0 93.9
198 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 44.8 69.1 53.8 43.0 47.8 93.9
199 HUST BiseNetV2-mmcv-2 50 3090 45.8 69.2 53.3 44.9 48.7 93.9
200 DLMU fastscnn 5.9 NVIDIA GeForce RTX 2080Ti 42.3 67.5 42.9 47.5 45.1 93.8
201 hhh Deeplabv3+ 20 1080 ti 49.8 75.5 44.5 65.8 53.1 93.8
202 Z RB-MSCAN-T 9 NVIDIA GeForce RTX 2080Ti 42.2 66.1 40.5 50.8 45.1 93.6
203 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 41.6 66.2 44.2 44.7 44.4 93.6
204 Shanghai University deeplabv3_r101 3.9 A6000 56.7 76.0 57.0 64.5 60.5 93.6
205 HKUST Test upload 30 3090 57.8 75.6 58.5 65.3 61.7 93.6
206 University of Ljubljana STDC1 72.9 V100 57.8 75.6 58.6 65.3 61.8 93.6
207 University of Ljubljana BiSeNetv2 51.1 V100 51.2 73.9 48.2 63.2 54.7 93.5
208 3 FSSENet 4 5 48.6 75.2 43.7 64.5 52.1 93.3
209 Couger AI Seg 15 CPU 48.1 71.4 47.1 57.0 51.6 93.1
210 hhh Deeplabv3 20 1080 ti 55.0 75.7 55.9 62.8 59.2 93.0
211 hhh CCnet 20 1080 ti 50.4 75.5 46.6 64.8 54.2 93.0
212 HUST STDC1Seg100-mmcv 50 3090 44.0 72.9 39.7 58.8 47.4 93.0
213 3 PIDNet 4 5 42.0 66.6 48.0 42.8 45.2 92.9
214 hhh Nonlocal 20 1080 ti 53.6 75.8 49.9 68.4 57.7 92.8
215 DLR-MI ATME 5 Quadro P6000 33.5 61.3 33.4 39.3 36.1 92.7
216 Z RB-MITB0 9 NVIDIA GeForce RTX 2080Ti 40.7 66.1 39.8 48.9 43.9 92.6
217 University of Ljubljana FCN (RN-50) 5.2 V100 53.6 76.8 50.1 68.7 57.9 92.6
218 Shanghai University bisenet 83.7 A6000 47.9 71.6 47.9 56.5 51.8 92.4
219 hhh DANet 20 1080 ti 50.9 74.8 46.4 67.8 55.1 92.4
220 HKUST TransCues 73 3090 34.3 66.4 29.7 49.3 37.1 92.4
221 University of Ljubljana BiSeNetv1 (RN-50) 10.1 V100 39.4 73.3 31.6 66.3 42.8 92.2
222 hhh FCN_R50 20 1080 ti 51.4 75.3 49.8 63.7 55.9 92.0
223 Individual Hk9084 5.4 Nvidia A100 48.0 73.7 42.1 68.6 52.2 91.9
224 DLR-MI ATME test 5 Quadro P6000 38.5 59.4 39.3 45.0 41.9 91.8
225 Shanghai University pointrend_r101_512x1024 7.6 A6000 52.0 74.7 50.2 65.2 56.7 91.7
226 hhh Senet 20 1080 ti 48.8 75.8 44.7 66.1 53.3 91.5
227 WHUT yolov8 18.3 4090D 37.0 60.5 36.5 45.2 40.4 91.5
228 HUST STDC1-seg50-test 50 3090 32.6 59.5 37.6 33.8 35.6 91.5
229 Shanghai University bisenetv1_r50_1024x1024 9.2 A6000 37.8 70.8 33.5 55.3 41.7 90.8
230 Luxonis int8_int16 -1 NA 41.8 62.0 37.5 59.7 46.1 90.7
231 hhh Bisenetv1 20 1080 ti 30.8 68.2 25.9 50.2 34.2 90.3
232 University of Ljubljana UNet (S5) 5.2 V100 13.9 75.7 8.6 70.6 15.4 90.1
233 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.9 36.1 54.8 43.5 90.0
234 EVSB 6.5 1660 41.7 55.8 38.6 57.8 46.3 90.0
235 HUST BiseNetV1-test 50 3090 42.9 69.5 41.1 57.2 47.8 89.7
236 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.7 36.1 55.5 43.8 89.6
237 eWaSR 5.1 1660 33.2 55.1 28.8 53.1 37.4 88.9
238 norlab mmsegmentation unet test -1 RTX A6000 14.7 75.1 9.5 66.6 16.6 88.5
239 HUST BiseNetV2-mmcv 50 3090 36.6 56.7 34.0 53.9 41.7 87.8
240 4 TBiSeg2 5 6 27.3 65.8 22.6 50.2 31.1 87.8
241 HUST BiseNetV2-test 50 3090 29.2 68.6 23.7 57.0 33.5 87.2
242 hhh Unet 20 1080 ti 16.0 74.1 10.8 64.1 18.5 86.6
243 Luxonis int8_int16_enh_fix_depth2 -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
244 Luxonis int8_int16_enh_fix -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
245 Luxonis int8_int16_enh -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
246 University of Ljubljana WODIS (RN-101) 35.4 V100 40.7 63.0 38.8 61.1 47.5 85.7
247 / Resubmission - 14242 20 / 41.0 57.6 40.2 61.5 48.6 84.3
248 WHUT yolov8 18.3 4090 30.2 56.0 34.0 38.4 36.0 83.7
249 Luxonis test_validation -1 NA 27.2 55.6 43.0 27.6 33.7 80.7
250 2 collision_free 3 4 25.7 53.0 42.2 37.4 39.6 64.8
251 University of Ljubljana IntCatchAI 6.7 V100 20.5 62.4 40.6 50.2 44.9 45.6
252 TEST sota25-06-yuanchicun 30 2080ti 2.8 38.3 90.0 4.5 8.5 32.7
253 HKUST Transformer 5 3090 4.6 49.1 78.1 95.3 85.8 5.4
254 Couger AI Seg 15 CPU 0.0 0.0 0.0 0.0 0.0 0.0
255 Individual Hk9084 2.9 Nvidia A100 0.0 0.0 0.0 0.0 0.0 0.0