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Rank Institution Model name FPS Hardware Q μ Pr Re F1 mIoU
1 HKUST Transformer 5 3090 4.6 49.1 78.1 95.3 85.8 5.4
2 GIST AI Lab WaterFormer 1.7 RTX 4090 84.0 80.4 81.8 89.6 85.5 98.2
3 GIST AI Lab WaterFormer 1.7 RTX 4090 83.2 80.5 81.6 88.0 84.7 98.3
4 GIST AI Lab WaterFormer 1.7 RTX 4090 82.2 80.7 82.0 85.3 83.6 98.3
5 Individual Hk9084 2.5 Nvidia A100 79.0 79.7 77.6 84.2 80.8 97.8
6 FEE, CTU in Prague PixOOD ft 0.8 A100 76.9 74.5 75.3 83.2 79.0 97.3
7 University of Cagliari Snarciv3 3.1 Nvidia RTX 3060 78.1 79.7 76.9 83.0 79.9 97.8
8 FEE, CTU in Prague PixOOD ft uni 0.8 A100 77.4 74.4 76.0 82.7 79.2 97.7
9 GIST AI Lab WaterFormer 2.1 RTX 4090 78.8 79.9 78.4 82.3 80.3 98.1
10 FEE, CTU in Prague PixelGROOD_500K_P05 0.8 NVIDIA A100 73.5 73.8 69.5 82.3 75.4 97.5
11 HKUST Transformer 5 3090 77.0 79.6 76.6 82.3 79.4 97.0
12 GIST AI Lab WaterFormer 3.2 RTX 4090 76.6 78.9 74.9 82.3 78.4 97.6
13 HKUST Transformer SwinL final 5 3090 77.8 79.6 78.5 82.0 80.2 97.1
14 HKUST Transformer 5 3090 77.0 79.4 76.9 81.9 79.3 97.0
15 HKUST Transformer 5 3090 75.8 79.3 73.9 81.8 77.6 97.7
16 University of Ljubljana PSAM 0.6 2080 Ti 75.3 79.0 74.3 81.6 77.8 96.8
17 FEE, CTU in Prague PixelGROOD 0.9 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
18 FEE, CTU in Prague PixOOD_1000K 0.8 NVIDIA A100 73.9 74.6 70.7 81.6 75.8 97.5
19 Individual Hk9084 2.4 Nvidia A100 76.9 80.0 76.4 81.0 78.6 97.9
20 Individual Hk9084 1.0 Nvidia A100 75.2 79.9 74.4 80.9 77.5 97.1
21 WaterScenes WaterScenes 30 4090 78.0 80.6 78.5 80.7 79.6 98.0
22 Wisdom NFormer 4 4090 75.0 79.2 73.1 80.6 76.7 97.9
23 Individual Hk9084 2.4 Nvidia A100 76.9 80.0 76.9 80.4 78.6 97.9
24 University of Ljubljana KNet (Swin-T) 4.2 V100 71.3 78.8 67.6 80.4 73.4 97.2
25 Individual Hk9084 4.6 Nvidia A100 70.8 78.8 67.3 79.9 73.0 97.0
26 WaterScenes WaterScenes 30 4090 79.8 80.6 82.9 79.8 81.3 98.1
27 Individual Hk9084 2.9 Nvidia A100 75.9 79.6 75.6 79.6 77.5 97.9
28 hhh Knet 20 1080 ti 71.0 78.9 67.9 79.4 73.2 97.0
29 HSU Mask2Former 1 V100 73.5 77.4 72.1 78.4 75.1 97.9
30 BUPT Mask2former 3 RTX 4090 74.7 77.8 74.6 78.3 76.4 97.8
31 Individual Hk9084 2.9 Nvidia A100 77.1 80.1 79.3 78.1 78.7 97.9
32 BUPT Mask2former 2.7 RTX 4090 74.1 77.8 73.5 78.1 75.7 97.8
33 Shanghai University knet_512_512 4.7 A6000 70.2 78.7 68.6 77.9 73.0 96.3
34 Unica Snarciv2 3.1 Nvidia RTX 3060 72.6 78.7 71.8 77.7 74.6 97.3
35 Individual Hk9084 2.5 Nvidia A100 71.7 79.0 72.8 77.6 75.1 95.4
36 University of Ljubljana SegFormer (MiT-B2) 5.6 V100 67.8 78.6 63.8 77.5 70.0 96.8
37 BUPT Mask2former 2.7 RTX 4090 76.3 74.7 78.9 77.3 78.1 97.7
38 University of Cagliari Mask2formerv1 6 rtx 2080 75.3 80.0 76.6 77.2 76.9 97.9
39 Wisdom NFormer 2 4090 70.7 78.8 68.3 77.1 72.4 97.7
40 1 vt -1 A 69.8 78.7 67.7 77.0 72.0 96.9
41 BUPT Mask2former 3 RTX 4090 71.3 77.9 69.6 76.8 73.0 97.7
42 hhh Segformer 20 1080 ti 67.3 78.5 63.3 76.5 69.3 97.0
43 Shanghai University segformer-mit-b2 4.5 A6000 67.3 78.2 64.1 76.4 69.8 96.4
44 Shanghai University segformer-b2 1 A6000 67.3 78.2 64.1 76.4 69.8 96.4
45 HSU Mask2Former 2 V100 72.2 76.7 71.8 75.8 73.7 97.9
46 BUPT Mask2former 3 RTX 4090 65.5 76.4 61.5 75.6 67.8 96.6
47 HSU Mask2Former 1 V100 65.8 74.0 60.9 75.5 67.4 97.6
48 HKUST Transformer 5 3090 73.3 79.5 74.5 75.1 74.8 97.9
49 University of Cagliari Snarci 3.1 Nvidia RTX 3060 66.5 77.4 64.0 75.1 69.1 96.2
50 DLMU Mask2former 5.9 NVIDIA GeForce RTX 3090 75.7 78.4 79.7 75.1 77.3 97.8
51 BUPT Mask2former 2.7 RTX 4090 75.1 77.7 78.7 74.9 76.8 97.8
52 BUPT Mask2former 2 RTX 4090 72.3 78.0 73.6 74.2 73.9 97.9
53 HSU Mask2Former 1 V100 73.8 78.5 76.9 73.8 75.3 98.0
54 HSU Mask2Former 1 V100 71.6 80.3 72.3 73.6 72.9 98.1
55 University of Ljubljana TMANet (RN-50) 0.8 V100 57.5 77.1 52.5 73.4 61.2 94.1
56 University of Ljubljana DeepLabv3 (RN-101) 2.4 V100 62.9 77.5 61.1 72.0 66.1 95.2
57 DLMU mask2former-vit-s 5.9 NVIDIA GeForce RTX 3090 72.8 77.4 77.0 72.0 74.4 97.8
58 University of Ljubljana DeepLabv3+ (RN-101) 3.3 V100 61.0 77.8 57.8 71.7 64.0 95.4
59 DLMU mask2former-vit-s-last 5.9 NVIDIA GeForce RTX 3090 72.4 77.4 76.6 71.7 74.0 97.8
60 HSU SegFormer 2 V100 59.0 76.6 53.7 71.2 61.3 96.3
61 DLMU CPA 15.6 NVIDIA GeForce RTX 2080Ti 71.8 77.7 75.7 71.2 73.4 97.9
62 University of Ljubljana PointRend (RN-101) 8.7 V100 62.1 77.5 60.6 71.1 65.4 94.9
63 1 vs -1 A100 70.6 76.3 73.8 71.0 72.4 97.5
64 University of Ljubljana UNet (S5) 5.2 V100 13.9 75.7 8.6 70.6 15.4 90.1
65 DLMU Segformer-B3-FY 15.6 RTX 3090 67.7 76.5 68.9 70.1 69.5 97.4
66 DLMU CPA-baseline 15.6 NVIDIA GeForce RTX 2080Ti 70.9 77.9 75.0 70.1 72.5 97.9
67 Luxonis int8_int16_enh_fix -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
68 Luxonis int8_int16_enh_fix_depth2 -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
69 Luxonis int8_int16_enh -1 NA 42.4 61.2 38.0 69.3 49.1 86.4
70 University of Ljubljana FCN (RN-50) 5.2 V100 53.6 76.8 50.1 68.7 57.9 92.6
71 Individual Hk9084 5.4 Nvidia A100 48.0 73.7 42.1 68.6 52.2 91.9
72 norlab mmsegmentation dlv3 test -1 RTX A6000 50.1 76.5 43.6 68.6 53.3 94.1
73 University of Ljubljana FCN (RN-101) 3.4 V100 60.2 77.4 59.0 68.5 63.4 95.0
74 hhh Nonlocal 20 1080 ti 53.6 75.8 49.9 68.4 57.7 92.8
75 DLMU Segformer-B1-120 9 NVIDIA GeForce RTX 2080Ti 61.6 74.5 59.4 68.0 63.4 97.1
76 hhh DANet 20 1080 ti 50.9 74.8 46.4 67.8 55.1 92.4
77 DLMU stos-521-last 5.9 NVIDIA GeForce RTX 2080Ti 63.3 75.2 62.8 67.5 65.1 97.3
78 DLMU segformer-B1 5.9 NVIDIA GeForce RTX 3090 61.8 74.1 60.5 66.9 63.5 97.2
79 norlab mmsegmentation unet test -1 RTX A6000 14.7 75.1 9.5 66.6 16.6 88.5
80 DLMU stos-521-best 5.9 NVIDIA GeForce RTX 2080Ti 63.1 75.0 63.0 66.6 64.8 97.4
81 FEE, CTU in Prague pg 0.7 Nvidia RTX 2080 Ti 66.9 71.5 71.1 66.5 68.7 97.4
82 DLMU stos-519-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.5 66.6 66.4 66.5 97.4
83 University of Ljubljana BiSeNetv1 (RN-50) 10.1 V100 39.4 73.3 31.6 66.3 42.8 92.2
84 NWPU transformer_baseline 10 4090 69.6 77.0 76.9 66.3 71.2 97.8
85 hhh Senet 20 1080 ti 48.8 75.8 44.7 66.1 53.3 91.5
86 DLMU stos-519-best 5.9 NVIDIA GeForce RTX 2080Ti 64.7 75.3 66.8 66.0 66.4 97.4
87 hhh Deeplabv3+ 20 1080 ti 49.8 75.5 44.5 65.8 53.1 93.8
88 HKUST Test upload 30 3090 57.8 75.6 58.5 65.3 61.7 93.6
89 University of Ljubljana STDC1 72.9 V100 57.8 75.6 58.6 65.3 61.8 93.6
90 Shanghai University pointrend_r101_512x1024 7.6 A6000 52.0 74.7 50.2 65.2 56.7 91.7
91 DLMU stos-last 5.9 NVIDIA GeForce RTX 2080Ti 64.8 75.7 68.1 64.9 66.5 97.5
92 hhh CCnet 20 1080 ti 50.4 75.5 46.6 64.8 54.2 93.0
93 DLMU LODANet+baseline 5.9 NVIDIA GeForce RTX 2080Ti 59.3 74.3 59.6 64.7 62.0 95.6
94 University of Ljubljana WaSR-T (RN-101) 11.1 V100 60.1 71.1 59.7 64.7 62.1 96.7
95 Shanghai University deeplabv3_r101 3.9 A6000 56.7 76.0 57.0 64.5 60.5 93.6
96 DLMU STOS 9 NVIDIA GeForce RTX 2080Ti 66.0 75.7 71.2 64.5 67.7 97.5
97 3 FSSENet 4 5 48.6 75.2 43.7 64.5 52.1 93.3
98 Shanghai University stdc2 2 A6000 59.8 75.8 61.7 64.4 63.0 94.8
99 DLMU STOS-best 9 NVIDIA GeForce RTX 2080Ti 65.5 75.5 70.2 64.4 67.2 97.5
100 Shanghai University deeplabv3plus_r101 4.1 A6000 53.7 76.1 50.4 64.3 56.5 95.0
101 University of Ljubljana STDC2 56.5 V100 60.8 76.5 64.3 64.3 64.3 94.5
102 hhh Unet 20 1080 ti 16.0 74.1 10.8 64.1 18.5 86.6
103 DLMU stos 5.9 NVIDIA GeForce RTX 2080Ti 64.2 75.8 68.1 63.7 65.8 97.5
104 3 WaSR 4 5 62.3 73.7 64.9 63.7 64.3 96.9
105 hhh FCN_R50 20 1080 ti 51.4 75.3 49.8 63.7 55.9 92.0
106 WHUT WODIS 89.7 4090D 55.8 73.1 55.2 63.6 59.1 94.5
107 University of Ljubljana WaSR (RN-101) 16.5 V100 59.5 71.0 59.9 63.4 61.6 96.6
108 University of Ljubljana BiSeNetv2 51.1 V100 51.2 73.9 48.2 63.2 54.7 93.5
109 HSU Mask2Former 1 V100 59.6 72.7 59.3 63.1 61.1 97.4
110 Shanghai University stdc1_512x1024 44.7 A6000 57.3 75.5 58.4 62.9 60.6 94.6
111 hhh Deeplabv3 20 1080 ti 55.0 75.7 55.9 62.8 59.2 93.0
112 XJTU pidnet-l-spatial 62 4070Ti 50.7 74.7 47.0 62.8 53.7 94.3
113 WUT Marine School MariS2Net 43.3 Nvidia RTX 2080 Ti 64.4 71.6 70.1 62.8 66.3 97.2
114 DLR-MI OneFormer Test 1 Quadro P6000 52.0 68.3 47.4 62.7 54.0 96.2
115 DLMU deeplabv3++R50 5.9 NVIDIA GeForce RTX 2080Ti 59.4 74.6 61.3 62.7 62.0 95.7
116 EAIC-UIT eWaSR 4.1 1660 56.5 67.8 55.5 62.7 58.9 96.0
117 DLMU WaSRT-last 9 NVIDIA GeForce RTX 2080Ti 61.9 72.1 65.4 62.5 63.9 96.8
118 Z R-D-F-C211 9 NVIDIA GeForce RTX 2080Ti 62.3 73.8 68.0 62.4 65.1 95.7
119 Z R-F-C21 9 NVIDIA GeForce RTX 2080Ti 59.9 72.6 63.0 62.4 62.7 95.6
120 DLMU DDRNet23 9 NVIDIA GeForce RTX 2080Ti 51.8 70.8 49.0 62.2 54.8 94.5
121 DLMU point-rend 5.9 NVIDIA GeForce RTX 3090 57.6 72.4 59.4 62.0 60.7 94.9
122 pidnet-s 100 4070Ti 49.1 74.0 45.2 61.8 52.2 94.1
123 eWaSR 3.1 1660 56.5 65.5 55.9 61.7 58.7 96.3
124 Z R-D-C11 9 NVIDIA GeForce RTX 2080Ti 60.8 73.5 65.5 61.7 63.6 95.6
125 / Resubmission - 14242 20 / 41.0 57.6 40.2 61.5 48.6 84.3
126 TEST test_512 0 2080ti 63.3 75.0 69.6 61.2 65.1 97.1
127 DLMU LODANet+ATT 5.9 NVIDIA GeForce RTX 2080Ti 58.5 74.0 60.8 61.2 61.0 95.9
128 University of Ljubljana WODIS (RN-101) 35.4 V100 40.7 63.0 38.8 61.1 47.5 85.7
129 Z R-AFFM 9 NVIDIA GeForce RTX 2080Ti 61.1 73.3 67.2 61.0 64.0 95.6
130 DLMU 256-sppf+attention-last 5.9 NVIDIA GeForce RTX 2080Ti 58.1 72.3 61.6 61.0 61.3 94.8
131 DLMU R-B 9 NVIDIA GeForce RTX 2080Ti 59.1 73.9 63.2 60.9 62.1 95.1
132 TEST seg_test_512 0 2080ti 60.4 74.4 63.3 60.9 62.1 97.3
133 DLMU WaSRT 9 NVIDIA GeForce RTX 2080Ti 59.5 72.0 62.4 60.8 61.6 96.7
134 DT Deep Square Newlight 12 A100 54.0 71.6 53.7 60.6 56.9 94.8
135 NWPU PWPNet 21 Nvidia xavier NX 55.3 71.0 56.9 60.4 58.6 94.4
136 Z R-D-F-11 9 NVIDIA GeForce RTX 2080Ti 60.2 73.2 66.2 60.4 63.2 95.2
137 Shanghai University AGPNet_2 73.6 A6000 54.8 74.0 54.3 60.1 57.1 96.0
138 DLMU DDRNet-last 5.9 NVIDIA GeForce RTX 2080Ti 52.0 72.3 50.9 60.1 55.1 94.4
139 DLMU deeplabv3-r50 5.9 NVIDIA GeForce RTX 2080Ti 59.5 73.5 64.8 59.9 62.2 95.6
140 TEST test_new 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
141 TEST test_512 0 2080ti 60.5 74.3 65.9 59.7 62.7 96.5
142 HUST EWasr Full Resolution 50 3090 53.9 70.6 53.1 59.7 56.2 95.8
143 DLMU deeplabv3+ 9 NVIDIA GeForce RTX 2080Ti 58.0 74.0 61.9 59.7 60.7 95.5
144 Z R-F-C 9 NVIDIA GeForce RTX 2080Ti 59.9 73.3 65.8 59.7 62.6 95.6
145 Luxonis int8_int16 -1 NA 41.8 62.0 37.5 59.7 46.1 90.7
146 DLMU RWOS9 5.9 NVIDIA GeForce RTX 2080Ti 58.0 72.0 61.9 59.6 60.7 95.5
147 University of Ljubljana Segmenter (ViT-B) 2.6 V100 52.6 72.2 51.6 59.5 55.2 95.1
148 1 vb -1 A 53.2 71.0 54.0 59.5 56.6 94.0
149 1 tv -1 A 53.2 71.0 54.0 59.5 56.6 94.0
150 DLMU 256-sppf+attention 5.9 NVIDIA GeForce RTX 2080Ti 58.3 72.3 63.4 59.4 61.3 95.0
151 DLMU SEM FPN 5.9 NVIDIA GeForce RTX 2080Ti 57.9 72.9 62.5 59.3 60.9 95.2
152 Z R-FPPM 9 NVIDIA GeForce RTX 2080Ti 60.8 74.5 68.3 59.2 63.4 95.8
153 DLMU baseline-r18 5.9 NVIDIA GeForce RTX 2080Ti 57.9 73.4 62.8 59.2 60.9 95.0
154 Z R-D 9 NVIDIA GeForce RTX 2080Ti 51.8 73.1 50.8 59.2 54.6 94.8
155 Z R-C 9 NVIDIA GeForce RTX 2080Ti 58.3 72.7 63.2 59.1 61.1 95.4
156 DLMU RWOS9-last 5.9 NVIDIA GeForce RTX 2080Ti 57.8 72.6 62.6 59.1 60.8 95.2
157 XJTU pidnet-spatial 98 4070Ti 49.4 71.8 47.3 58.9 52.5 94.2
158 HUST STDC1Seg100-mmcv 50 3090 44.0 72.9 39.7 58.8 47.4 93.0
159 Couger AI Seg 15 CPU 50.1 72.9 48.7 58.6 53.2 94.2
160 DLMU 256+sppf+28k 5.9 NVIDIA GeForce RTX 2080Ti 56.4 72.5 60.2 58.6 59.4 95.0
161 DLMU fpnr18_lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 73.1 58.9 58.5 58.7 95.1
162 EAIC-UIT eWaSR 3.6 1660 54.7 60.9 55.4 58.3 56.8 96.4
163 DLMU 127-lastepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.8 72.6 59.4 58.3 58.8 94.9
164 3 ewasr_test-2 4 5 52.1 69.7 51.8 58.2 54.8 95.0
165 Shanghai University AGPNet 83.7 A6000 53.6 73.9 54.2 58.2 56.1 95.5
166 University of Ljubljana CSANet (RN-101) 2.1 V100 49.1 63.7 47.2 58.2 52.1 94.2
167 DLMU fpn_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.5 72.5 58.5 58.1 58.3 95.2
168 DLMU CCNet 9 NVIDIA GeForce RTX 2080Ti 55.3 71.4 59.2 58.0 58.6 94.3
169 HUST EWasr Test 50 3090 53.0 70.3 53.2 58.0 55.5 95.4
170 EVSB 6.5 1660 41.7 55.8 38.6 57.8 46.3 90.0
171 DLMU fpn_r183x3 5.9 NVIDIA GeForce RTX 2080Ti 56.7 73.4 62.0 57.5 59.7 95.1
172 DLMU RWOS+SPPF+24 5.9 NVIDIA GeForce RTX 2080Ti 56.5 72.0 61.2 57.5 59.3 95.1
173 HUST STDC2Seg100-mmcv 50 3090 46.0 73.1 42.7 57.4 49.0 93.9
174 Shanghai University segmenter 3 A6000 50.3 71.8 50.0 57.2 53.4 94.3
175 HUST BiseNetV1-test 50 3090 42.9 69.5 41.1 57.2 47.8 89.7
176 DLMU 512-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 59.7 57.1 58.4 94.9
177 DLMU 256-sppf-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.6 61.0 57.1 58.9 95.2
178 Couger AI Seg 15 CPU 48.1 71.4 47.1 57.0 51.6 93.1
179 hhh Segmenter 20 1080 ti 49.4 71.5 48.6 57.0 52.4 94.2
180 HUST BiseNetV2-test 50 3090 29.2 68.6 23.7 57.0 33.5 87.2
181 DLMU 256-last 5.9 NVIDIA GeForce RTX 2080Ti 55.4 72.9 60.1 56.6 58.3 95.0
182 Shanghai University bisenet 83.7 A6000 47.9 71.6 47.9 56.5 51.8 92.4
183 TEST 25-35 0 2080ti 54.8 72.8 57.9 56.3 57.1 96.0
184 DLMU pspnet-r50 5.9 NVIDIA GeForce RTX 2080Ti 58.0 74.1 66.6 55.9 60.8 95.5
185 DLMU RWOS+AFFM 5.9 NVIDIA GeForce RTX 2080Ti 55.9 72.9 62.3 55.7 58.8 95.1
186 Shanghai University AGPNet 83.7 A6000 52.1 73.2 53.3 55.6 54.4 95.7
187 Z R-F 9 NVIDIA GeForce RTX 2080Ti 55.0 70.5 61.2 55.6 58.3 94.3
188 DLMU 512-best 5.9 NVIDIA GeForce RTX 2080Ti 56.1 72.8 62.8 55.6 59.0 95.1
189 DLMU deeplabv3++r101 5.9 NVIDIA GeForce RTX 2080Ti 52.7 70.9 56.7 55.5 56.1 94.0
190 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.7 36.1 55.5 43.8 89.6
191 DLMU stdc_bestepoch 5.9 NVIDIA GeForce RTX 2080Ti 55.0 71.3 60.4 55.5 57.8 95.2
192 DLMU stdc_2stage 5.9 NVIDIA GeForce RTX 2080Ti 51.1 70.8 51.8 55.5 53.6 95.5
193 eWaSR 7.8 1660 52.9 60.9 54.6 55.3 54.9 96.4
194 Shanghai University bisenetv1_r50_1024x1024 9.2 A6000 37.8 70.8 33.5 55.3 41.7 90.8
195 DLMU 256-best 5.9 NVIDIA GeForce RTX 2080Ti 55.6 72.5 62.8 55.0 58.6 94.8
196 DLMU WODIS 5.9 NVIDIA GeForce RTX 2080Ti 39.2 61.9 36.1 54.8 43.5 90.0
197 eWaSR 6.8 1660 49.7 60.2 49.2 54.7 51.8 95.9
198 TEST 25-new-25 0 2080ti 54.3 72.5 57.8 54.6 56.2 96.7
199 TEST 25-new-25 30 2080ti 54.2 72.6 57.7 54.5 56.1 96.7
200 DLMU overall 5.9 NVIDIA GeForce RTX 2080Ti 52.5 71.3 55.8 54.5 55.2 95.2
201 HKUST TransCues 73 3090 47.6 70.6 45.4 54.4 49.5 96.2
202 eWaSRv2-T 6.7 1660 52.4 60.9 54.6 54.2 54.4 96.3
203 HUST BiseNetV2-mmcv 50 3090 36.6 56.7 34.0 53.9 41.7 87.8
204 TEST 25-26 0 2080ti 53.9 72.1 59.0 53.9 56.3 95.7
205 eWaSR 6.1 1660 52.2 60.7 55.1 53.7 54.4 96.1
206 DLMU ch+spp 5.9 NVIDIA GeForce RTX 2080Ti 43.8 70.0 40.6 53.6 46.2 94.7
207 eWaSRv2 6.7 1660 52.0 61.0 54.5 53.5 54.0 96.3
208 DLMU res50-RWOS 5.9 NVIDIA GeForce RTX 2080Ti 51.9 71.4 56.3 53.5 54.9 94.5
209 eWaSR 6.2 1660 46.4 59.5 44.7 53.4 48.7 95.2
210 New eWaSR 8.5 1660 45.0 60.1 42.8 53.3 47.5 94.9
211 eWaSR 5.1 1660 33.2 55.1 28.8 53.1 37.4 88.9
212 TEST 25-16 0 2080ti 51.6 71.3 54.9 53.1 53.9 95.7
213 Z RB-MSCAN-S 9 NVIDIA GeForce RTX 2080Ti 47.1 69.4 47.3 52.7 49.8 94.6
214 WaSR 3.7 1660 47.3 60.5 47.1 52.6 49.7 95.2
215 DLMU STDC1 5.9 NVIDIA GeForce RTX 2080Ti 54.4 70.6 63.0 52.5 57.3 95.0
216 3 wodis 4 5 53.7 71.6 61.1 52.4 56.4 95.2
217 eWaSR 5 1660 44.2 60.0 41.7 52.3 46.4 95.2
218 eWaSR 6.2 1660 47.6 60.4 47.7 52.2 49.9 95.5
219 DLMU baseline-mbv3s 5.9 NVIDIA GeForce RTX 2080Ti 49.0 68.5 52.7 51.2 52.0 94.3
220 Z RD-MITB1 9 NVIDIA GeForce RTX 2080Ti 47.3 70.3 48.9 51.1 50.0 94.6
221 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 54.3 72.1 63.1 51.1 56.5 96.1
222 DLMU stdc2 5.9 NVIDIA GeForce RTX 2080Ti 47.4 69.5 48.0 51.1 49.5 95.8
223 DLMU baseline-mbv3l 5.9 NVIDIA GeForce RTX 2080Ti 52.0 70.7 59.0 51.0 54.7 95.0
224 Z RB-MSCAN-T 9 NVIDIA GeForce RTX 2080Ti 42.2 66.1 40.5 50.8 45.1 93.6
225 eWaSR 7.5 1660 44.4 58.8 42.7 50.7 46.4 95.7
226 eWaSR 8.7 1660 45.1 58.9 44.6 50.7 47.4 95.1
227 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 52.5 69.5 60.8 50.6 55.3 95.0
228 University of Ljubljana IntCatchAI 6.7 V100 20.5 62.4 40.6 50.2 44.9 45.6
229 hhh Bisenetv1 20 1080 ti 30.8 68.2 25.9 50.2 34.2 90.3
230 4 TBiSeg2 5 6 27.3 65.8 22.6 50.2 31.1 87.8
231 eWaSR-MTBB 3.6 1660 43.5 58.7 42.5 50.2 46.0 94.7
232 eeWaSR 3.6 1660 42.4 58.9 40.1 50.1 44.5 95.1
233 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 68.2 40.9 49.7 44.9 94.3
234 HKUST TransCues 73 3090 34.3 66.4 29.7 49.3 37.1 92.4
235 TEST sota25-06 0 0 46.8 69.2 49.9 49.1 49.5 94.5
236 Z RB-MITB0 9 NVIDIA GeForce RTX 2080Ti 40.7 66.1 39.8 48.9 43.9 92.6
237 KLE Tech unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
238 KLE TECH unet 8.4 Nvidia RTX 3050 44.8 64.9 45.5 48.4 46.9 95.4
239 DLMU ICnet 5.9 NVIDIA GeForce RTX 2080Ti 42.3 65.4 42.2 48.2 45.0 93.9
240 DLMU fastscnn 5.9 NVIDIA GeForce RTX 2080Ti 42.3 67.5 42.9 47.5 45.1 93.8
241 DLMU STDC2 9 NVIDIA GeForce RTX 2080Ti 48.6 68.0 58.3 46.4 51.7 94.1
242 WHUT yolov8 18.3 4090D 37.0 60.5 36.5 45.2 40.4 91.5
243 DLR-MI ATME test 5 Quadro P6000 38.5 59.4 39.3 45.0 41.9 91.8
244 HUST BiseNetV2-mmcv-2 50 3090 45.8 69.2 53.3 44.9 48.7 93.9
245 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 41.6 66.2 44.2 44.7 44.4 93.6
246 DLMU bisenetv2 5.9 NVIDIA GeForce RTX 2080Ti 44.8 69.1 53.8 43.0 47.8 93.9
247 3 PIDNet 4 5 42.0 66.6 48.0 42.8 45.2 92.9
248 DLR-MI ATME 5 Quadro P6000 33.5 61.3 33.4 39.3 36.1 92.7
249 WHUT yolov8 18.3 4090 30.2 56.0 34.0 38.4 36.0 83.7
250 2 collision_free 3 4 25.7 53.0 42.2 37.4 39.6 64.8
251 HUST STDC1-seg50-test 50 3090 32.6 59.5 37.6 33.8 35.6 91.5
252 Luxonis test_validation -1 NA 27.2 55.6 43.0 27.6 33.7 80.7
253 TEST sota25-06-yuanchicun 30 2080ti 2.8 38.3 90.0 4.5 8.5 32.7
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