| 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 |
PixOOD_1000K
|
0.8
|
NVIDIA A100 |
73.9 |
74.6 |
70.7 |
81.6 |
75.8 |
97.5 |
| 18 |
FEE, CTU in Prague |
PixelGROOD
|
0.9
|
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 |
University of Cagliari |
Snarci
|
3.1
|
Nvidia RTX 3060 |
66.5 |
77.4 |
64.0 |
75.1 |
69.1 |
96.2 |
| 49 |
HKUST |
Transformer
|
5
|
3090 |
73.3 |
79.5 |
74.5 |
75.1 |
74.8 |
97.9 |
| 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 |
MARE |
WaSR
|
29
|
RTX 4090 (24GB) |
33.5 |
58.3 |
27.3 |
72.7 |
39.7 |
84.4 |
| 57 |
University of Ljubljana |
DeepLabv3 (RN-101)
|
2.4
|
V100 |
62.9 |
77.5 |
61.1 |
72.0 |
66.1 |
95.2 |
| 58 |
DLMU |
mask2former-vit-s
|
5.9
|
NVIDIA GeForce RTX 3090 |
72.8 |
77.4 |
77.0 |
72.0 |
74.4 |
97.8 |
| 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 |
University of Ljubljana |
DeepLabv3+ (RN-101)
|
3.3
|
V100 |
61.0 |
77.8 |
57.8 |
71.7 |
64.0 |
95.4 |
| 61 |
HSU |
SegFormer
|
2
|
V100 |
59.0 |
76.6 |
53.7 |
71.2 |
61.3 |
96.3 |
| 62 |
DLMU |
CPA
|
15.6
|
NVIDIA GeForce RTX 2080Ti |
71.8 |
77.7 |
75.7 |
71.2 |
73.4 |
97.9 |
| 63 |
University of Ljubljana |
PointRend (RN-101)
|
8.7
|
V100 |
62.1 |
77.5 |
60.6 |
71.1 |
65.4 |
94.9 |
| 64 |
1 |
vs
|
-1
|
A100 |
70.6 |
76.3 |
73.8 |
71.0 |
72.4 |
97.5 |
| 65 |
University of Ljubljana |
UNet (S5)
|
5.2
|
V100 |
13.9 |
75.7 |
8.6 |
70.6 |
15.4 |
90.1 |
| 66 |
DLMU |
Segformer-B3-FY
|
15.6
|
RTX 3090 |
67.7 |
76.5 |
68.9 |
70.1 |
69.5 |
97.4 |
| 67 |
DLMU |
CPA-baseline
|
15.6
|
NVIDIA GeForce RTX 2080Ti |
70.9 |
77.9 |
75.0 |
70.1 |
72.5 |
97.9 |
| 68 |
Luxonis |
int8_int16_enh_fix
|
-1
|
NA |
42.4 |
61.2 |
38.0 |
69.3 |
49.1 |
86.4 |
| 69 |
Luxonis |
int8_int16_enh_fix_depth2
|
-1
|
NA |
42.4 |
61.2 |
38.0 |
69.3 |
49.1 |
86.4 |
| 70 |
Luxonis |
int8_int16_enh
|
-1
|
NA |
42.4 |
61.2 |
38.0 |
69.3 |
49.1 |
86.4 |
| 71 |
University of Ljubljana |
FCN (RN-50)
|
5.2
|
V100 |
53.6 |
76.8 |
50.1 |
68.7 |
57.9 |
92.6 |
| 72 |
norlab |
mmsegmentation dlv3 test
|
-1
|
RTX A6000 |
50.1 |
76.5 |
43.6 |
68.6 |
53.3 |
94.1 |
| 73 |
Individual |
Hk9084
|
5.4
|
Nvidia A100 |
48.0 |
73.7 |
42.1 |
68.6 |
52.2 |
91.9 |
| 74 |
University of Ljubljana |
FCN (RN-101)
|
3.4
|
V100 |
60.2 |
77.4 |
59.0 |
68.5 |
63.4 |
95.0 |
| 75 |
hhh |
Nonlocal
|
20
|
1080 ti |
53.6 |
75.8 |
49.9 |
68.4 |
57.7 |
92.8 |
| 76 |
DLMU |
Segformer-B1-120
|
9
|
NVIDIA GeForce RTX 2080Ti |
61.6 |
74.5 |
59.4 |
68.0 |
63.4 |
97.1 |
| 77 |
hhh |
DANet
|
20
|
1080 ti |
50.9 |
74.8 |
46.4 |
67.8 |
55.1 |
92.4 |
| 78 |
DLMU |
stos-521-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
63.3 |
75.2 |
62.8 |
67.5 |
65.1 |
97.3 |
| 79 |
MARE |
BitCOS
|
60
|
RTX 4090 (24GB) |
39.0 |
59.4 |
30.7 |
67.3 |
42.2 |
92.5 |
| 80 |
DLMU |
segformer-B1
|
5.9
|
NVIDIA GeForce RTX 3090 |
61.8 |
74.1 |
60.5 |
66.9 |
63.5 |
97.2 |
| 81 |
norlab |
mmsegmentation unet test
|
-1
|
RTX A6000 |
14.7 |
75.1 |
9.5 |
66.6 |
16.6 |
88.5 |
| 82 |
DLMU |
stos-521-best
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
63.1 |
75.0 |
63.0 |
66.6 |
64.8 |
97.4 |
| 83 |
FEE, CTU in Prague |
pg
|
0.7
|
Nvidia RTX 2080 Ti |
66.9 |
71.5 |
71.1 |
66.5 |
68.7 |
97.4 |
| 84 |
DLMU |
stos-519-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
64.8 |
75.5 |
66.6 |
66.4 |
66.5 |
97.4 |
| 85 |
NWPU |
transformer_baseline
|
10
|
4090 |
69.6 |
77.0 |
76.9 |
66.3 |
71.2 |
97.8 |
| 86 |
University of Ljubljana |
BiSeNetv1 (RN-50)
|
10.1
|
V100 |
39.4 |
73.3 |
31.6 |
66.3 |
42.8 |
92.2 |
| 87 |
MARE |
BitCOS
|
24
|
RTX 4090 (24GB) |
39.3 |
60.3 |
31.3 |
66.2 |
42.6 |
92.3 |
| 88 |
hhh |
Senet
|
20
|
1080 ti |
48.8 |
75.8 |
44.7 |
66.1 |
53.3 |
91.5 |
| 89 |
MARE |
BitCOS
|
44
|
RTX 4090 (24GB) |
38.5 |
58.2 |
32.8 |
66.0 |
43.8 |
88.0 |
| 90 |
DLMU |
stos-519-best
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
64.7 |
75.3 |
66.8 |
66.0 |
66.4 |
97.4 |
| 91 |
hhh |
Deeplabv3+
|
20
|
1080 ti |
49.8 |
75.5 |
44.5 |
65.8 |
53.1 |
93.8 |
| 92 |
HKUST |
Test upload
|
30
|
3090 |
57.8 |
75.6 |
58.5 |
65.3 |
61.7 |
93.6 |
| 93 |
University of Ljubljana |
STDC1
|
72.9
|
V100 |
57.8 |
75.6 |
58.6 |
65.3 |
61.8 |
93.6 |
| 94 |
Shanghai University |
pointrend_r101_512x1024
|
7.6
|
A6000 |
52.0 |
74.7 |
50.2 |
65.2 |
56.7 |
91.7 |
| 95 |
DLMU |
stos-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
64.8 |
75.7 |
68.1 |
64.9 |
66.5 |
97.5 |
| 96 |
hhh |
CCnet
|
20
|
1080 ti |
50.4 |
75.5 |
46.6 |
64.8 |
54.2 |
93.0 |
| 97 |
DLMU |
LODANet+baseline
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
59.3 |
74.3 |
59.6 |
64.7 |
62.0 |
95.6 |
| 98 |
University of Ljubljana |
WaSR-T (RN-101)
|
11.1
|
V100 |
60.1 |
71.1 |
59.7 |
64.7 |
62.1 |
96.7 |
| 99 |
Shanghai University |
deeplabv3_r101
|
3.9
|
A6000 |
56.7 |
76.0 |
57.0 |
64.5 |
60.5 |
93.6 |
| 100 |
DLMU |
STOS
|
9
|
NVIDIA GeForce RTX 2080Ti |
66.0 |
75.7 |
71.2 |
64.5 |
67.7 |
97.5 |
| 101 |
3 |
FSSENet
|
4
|
5 |
48.6 |
75.2 |
43.7 |
64.5 |
52.1 |
93.3 |
| 102 |
Shanghai University |
stdc2
|
2
|
A6000 |
59.8 |
75.8 |
61.7 |
64.4 |
63.0 |
94.8 |
| 103 |
DLMU |
STOS-best
|
9
|
NVIDIA GeForce RTX 2080Ti |
65.5 |
75.5 |
70.2 |
64.4 |
67.2 |
97.5 |
| 104 |
Shanghai University |
deeplabv3plus_r101
|
4.1
|
A6000 |
53.7 |
76.1 |
50.4 |
64.3 |
56.5 |
95.0 |
| 105 |
University of Ljubljana |
STDC2
|
56.5
|
V100 |
60.8 |
76.5 |
64.3 |
64.3 |
64.3 |
94.5 |
| 106 |
hhh |
Unet
|
20
|
1080 ti |
16.0 |
74.1 |
10.8 |
64.1 |
18.5 |
86.6 |
| 107 |
3 |
WaSR
|
4
|
5 |
62.3 |
73.7 |
64.9 |
63.7 |
64.3 |
96.9 |
| 108 |
DLMU |
stos
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
64.2 |
75.8 |
68.1 |
63.7 |
65.8 |
97.5 |
| 109 |
hhh |
FCN_R50
|
20
|
1080 ti |
51.4 |
75.3 |
49.8 |
63.7 |
55.9 |
92.0 |
| 110 |
WHUT |
WODIS
|
89.7
|
4090D |
55.8 |
73.1 |
55.2 |
63.6 |
59.1 |
94.5 |
| 111 |
University of Ljubljana |
WaSR (RN-101)
|
16.5
|
V100 |
59.5 |
71.0 |
59.9 |
63.4 |
61.6 |
96.6 |
| 112 |
University of Ljubljana |
BiSeNetv2
|
51.1
|
V100 |
51.2 |
73.9 |
48.2 |
63.2 |
54.7 |
93.5 |
| 113 |
HSU |
Mask2Former
|
1
|
V100 |
59.6 |
72.7 |
59.3 |
63.1 |
61.1 |
97.4 |
| 114 |
Shanghai University |
stdc1_512x1024
|
44.7
|
A6000 |
57.3 |
75.5 |
58.4 |
62.9 |
60.6 |
94.6 |
| 115 |
MARE |
BitCOS
|
24
|
RTX 4090 (24GB) |
65.8 |
74.8 |
73.0 |
62.9 |
67.6 |
97.4 |
| 116 |
hhh |
Deeplabv3
|
20
|
1080 ti |
55.0 |
75.7 |
55.9 |
62.8 |
59.2 |
93.0 |
| 117 |
XJTU |
pidnet-l-spatial
|
62
|
4070Ti |
50.7 |
74.7 |
47.0 |
62.8 |
53.7 |
94.3 |
| 118 |
WUT Marine School |
MariS2Net
|
43.3
|
Nvidia RTX 2080 Ti |
64.4 |
71.6 |
70.1 |
62.8 |
66.3 |
97.2 |
| 119 |
DLMU |
deeplabv3++R50
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
59.4 |
74.6 |
61.3 |
62.7 |
62.0 |
95.7 |
| 120 |
EAIC-UIT |
eWaSR
|
4.1
|
1660 |
56.5 |
67.8 |
55.5 |
62.7 |
58.9 |
96.0 |
| 121 |
DLR-MI |
OneFormer Test
|
1
|
Quadro P6000 |
52.0 |
68.3 |
47.4 |
62.7 |
54.0 |
96.2 |
| 122 |
DLMU |
WaSRT-last
|
9
|
NVIDIA GeForce RTX 2080Ti |
61.9 |
72.1 |
65.4 |
62.5 |
63.9 |
96.8 |
| 123 |
Z |
R-D-F-C211
|
9
|
NVIDIA GeForce RTX 2080Ti |
62.3 |
73.8 |
68.0 |
62.4 |
65.1 |
95.7 |
| 124 |
Z |
R-F-C21
|
9
|
NVIDIA GeForce RTX 2080Ti |
59.9 |
72.6 |
63.0 |
62.4 |
62.7 |
95.6 |
| 125 |
DLMU |
DDRNet23
|
9
|
NVIDIA GeForce RTX 2080Ti |
51.8 |
70.8 |
49.0 |
62.2 |
54.8 |
94.5 |
| 126 |
DLMU |
point-rend
|
5.9
|
NVIDIA GeForce RTX 3090 |
57.6 |
72.4 |
59.4 |
62.0 |
60.7 |
94.9 |
| 127 |
|
pidnet-s
|
100
|
4070Ti |
49.1 |
74.0 |
45.2 |
61.8 |
52.2 |
94.1 |
| 128 |
|
eWaSR
|
3.1
|
1660 |
56.5 |
65.5 |
55.9 |
61.7 |
58.7 |
96.3 |
| 129 |
Z |
R-D-C11
|
9
|
NVIDIA GeForce RTX 2080Ti |
60.8 |
73.5 |
65.5 |
61.7 |
63.6 |
95.6 |
| 130 |
/ |
Resubmission - 14242
|
20
|
/ |
41.0 |
57.6 |
40.2 |
61.5 |
48.6 |
84.3 |
| 131 |
TEST |
test_512
|
0
|
2080ti |
63.3 |
75.0 |
69.6 |
61.2 |
65.1 |
97.1 |
| 132 |
DLMU |
LODANet+ATT
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
58.5 |
74.0 |
60.8 |
61.2 |
61.0 |
95.9 |
| 133 |
University of Ljubljana |
WODIS (RN-101)
|
35.4
|
V100 |
40.7 |
63.0 |
38.8 |
61.1 |
47.5 |
85.7 |
| 134 |
Z |
R-AFFM
|
9
|
NVIDIA GeForce RTX 2080Ti |
61.1 |
73.3 |
67.2 |
61.0 |
64.0 |
95.6 |
| 135 |
DLMU |
256-sppf+attention-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
58.1 |
72.3 |
61.6 |
61.0 |
61.3 |
94.8 |
| 136 |
DLMU |
R-B
|
9
|
NVIDIA GeForce RTX 2080Ti |
59.1 |
73.9 |
63.2 |
60.9 |
62.1 |
95.1 |
| 137 |
TEST |
seg_test_512
|
0
|
2080ti |
60.4 |
74.4 |
63.3 |
60.9 |
62.1 |
97.3 |
| 138 |
DLMU |
WaSRT
|
9
|
NVIDIA GeForce RTX 2080Ti |
59.5 |
72.0 |
62.4 |
60.8 |
61.6 |
96.7 |
| 139 |
DT Deep Square |
Newlight
|
12
|
A100 |
54.0 |
71.6 |
53.7 |
60.6 |
56.9 |
94.8 |
| 140 |
Z |
R-D-F-11
|
9
|
NVIDIA GeForce RTX 2080Ti |
60.2 |
73.2 |
66.2 |
60.4 |
63.2 |
95.2 |
| 141 |
NWPU |
PWPNet
|
21
|
Nvidia xavier NX |
55.3 |
71.0 |
56.9 |
60.4 |
58.6 |
94.4 |
| 142 |
Shanghai University |
AGPNet_2
|
73.6
|
A6000 |
54.8 |
74.0 |
54.3 |
60.1 |
57.1 |
96.0 |
| 143 |
DLMU |
DDRNet-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
52.0 |
72.3 |
50.9 |
60.1 |
55.1 |
94.4 |
| 144 |
DLMU |
deeplabv3-r50
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
59.5 |
73.5 |
64.8 |
59.9 |
62.2 |
95.6 |
| 145 |
TEST |
test_new
|
0
|
2080ti |
60.5 |
74.3 |
65.9 |
59.7 |
62.7 |
96.5 |
| 146 |
TEST |
test_512
|
0
|
2080ti |
60.5 |
74.3 |
65.9 |
59.7 |
62.7 |
96.5 |
| 147 |
HUST |
EWasr Full Resolution
|
50
|
3090 |
53.9 |
70.6 |
53.1 |
59.7 |
56.2 |
95.8 |
| 148 |
DLMU |
deeplabv3+
|
9
|
NVIDIA GeForce RTX 2080Ti |
58.0 |
74.0 |
61.9 |
59.7 |
60.7 |
95.5 |
| 149 |
Z |
R-F-C
|
9
|
NVIDIA GeForce RTX 2080Ti |
59.9 |
73.3 |
65.8 |
59.7 |
62.6 |
95.6 |
| 150 |
Luxonis |
int8_int16
|
-1
|
NA |
41.8 |
62.0 |
37.5 |
59.7 |
46.1 |
90.7 |
| 151 |
DLMU |
RWOS9
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
58.0 |
72.0 |
61.9 |
59.6 |
60.7 |
95.5 |
| 152 |
University of Ljubljana |
Segmenter (ViT-B)
|
2.6
|
V100 |
52.6 |
72.2 |
51.6 |
59.5 |
55.2 |
95.1 |
| 153 |
1 |
vb
|
-1
|
A |
53.2 |
71.0 |
54.0 |
59.5 |
56.6 |
94.0 |
| 154 |
1 |
tv
|
-1
|
A |
53.2 |
71.0 |
54.0 |
59.5 |
56.6 |
94.0 |
| 155 |
DLMU |
256-sppf+attention
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
58.3 |
72.3 |
63.4 |
59.4 |
61.3 |
95.0 |
| 156 |
DLMU |
SEM FPN
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
57.9 |
72.9 |
62.5 |
59.3 |
60.9 |
95.2 |
| 157 |
Z |
R-FPPM
|
9
|
NVIDIA GeForce RTX 2080Ti |
60.8 |
74.5 |
68.3 |
59.2 |
63.4 |
95.8 |
| 158 |
DLMU |
baseline-r18
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
57.9 |
73.4 |
62.8 |
59.2 |
60.9 |
95.0 |
| 159 |
Z |
R-D
|
9
|
NVIDIA GeForce RTX 2080Ti |
51.8 |
73.1 |
50.8 |
59.2 |
54.6 |
94.8 |
| 160 |
Z |
R-C
|
9
|
NVIDIA GeForce RTX 2080Ti |
58.3 |
72.7 |
63.2 |
59.1 |
61.1 |
95.4 |
| 161 |
DLMU |
RWOS9-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
57.8 |
72.6 |
62.6 |
59.1 |
60.8 |
95.2 |
| 162 |
XJTU |
pidnet-spatial
|
98
|
4070Ti |
49.4 |
71.8 |
47.3 |
58.9 |
52.5 |
94.2 |
| 163 |
HUST |
STDC1Seg100-mmcv
|
50
|
3090 |
44.0 |
72.9 |
39.7 |
58.8 |
47.4 |
93.0 |
| 164 |
Couger AI |
Seg
|
15
|
CPU |
50.1 |
72.9 |
48.7 |
58.6 |
53.2 |
94.2 |
| 165 |
DLMU |
256+sppf+28k
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
56.4 |
72.5 |
60.2 |
58.6 |
59.4 |
95.0 |
| 166 |
DLMU |
fpnr18_lastepoch
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.8 |
73.1 |
58.9 |
58.5 |
58.7 |
95.1 |
| 167 |
EAIC-UIT |
eWaSR
|
3.6
|
1660 |
54.7 |
60.9 |
55.4 |
58.3 |
56.8 |
96.4 |
| 168 |
DLMU |
127-lastepoch
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.8 |
72.6 |
59.4 |
58.3 |
58.8 |
94.9 |
| 169 |
3 |
ewasr_test-2
|
4
|
5 |
52.1 |
69.7 |
51.8 |
58.2 |
54.8 |
95.0 |
| 170 |
Shanghai University |
AGPNet
|
83.7
|
A6000 |
53.6 |
73.9 |
54.2 |
58.2 |
56.1 |
95.5 |
| 171 |
University of Ljubljana |
CSANet (RN-101)
|
2.1
|
V100 |
49.1 |
63.7 |
47.2 |
58.2 |
52.1 |
94.2 |
| 172 |
DLMU |
fpn_bestepoch
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.5 |
72.5 |
58.5 |
58.1 |
58.3 |
95.2 |
| 173 |
HUST |
EWasr Test
|
50
|
3090 |
53.0 |
70.3 |
53.2 |
58.0 |
55.5 |
95.4 |
| 174 |
DLMU |
CCNet
|
9
|
NVIDIA GeForce RTX 2080Ti |
55.3 |
71.4 |
59.2 |
58.0 |
58.6 |
94.3 |
| 175 |
|
EVSB
|
6.5
|
1660 |
41.7 |
55.8 |
38.6 |
57.8 |
46.3 |
90.0 |
| 176 |
DLMU |
fpn_r183x3
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
56.7 |
73.4 |
62.0 |
57.5 |
59.7 |
95.1 |
| 177 |
DLMU |
RWOS+SPPF+24
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
56.5 |
72.0 |
61.2 |
57.5 |
59.3 |
95.1 |
| 178 |
HUST |
STDC2Seg100-mmcv
|
50
|
3090 |
46.0 |
73.1 |
42.7 |
57.4 |
49.0 |
93.9 |
| 179 |
Shanghai University |
segmenter
|
3
|
A6000 |
50.3 |
71.8 |
50.0 |
57.2 |
53.4 |
94.3 |
| 180 |
HUST |
BiseNetV1-test
|
50
|
3090 |
42.9 |
69.5 |
41.1 |
57.2 |
47.8 |
89.7 |
| 181 |
DLMU |
512-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.4 |
72.9 |
59.7 |
57.1 |
58.4 |
94.9 |
| 182 |
DLMU |
256-sppf-best
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
56.1 |
72.6 |
61.0 |
57.1 |
58.9 |
95.2 |
| 183 |
Couger AI |
Seg
|
15
|
CPU |
48.1 |
71.4 |
47.1 |
57.0 |
51.6 |
93.1 |
| 184 |
hhh |
Segmenter
|
20
|
1080 ti |
49.4 |
71.5 |
48.6 |
57.0 |
52.4 |
94.2 |
| 185 |
HUST |
BiseNetV2-test
|
50
|
3090 |
29.2 |
68.6 |
23.7 |
57.0 |
33.5 |
87.2 |
| 186 |
DLMU |
256-last
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.4 |
72.9 |
60.1 |
56.6 |
58.3 |
95.0 |
| 187 |
Shanghai University |
bisenet
|
83.7
|
A6000 |
47.9 |
71.6 |
47.9 |
56.5 |
51.8 |
92.4 |
| 188 |
TEST |
25-35
|
0
|
2080ti |
54.8 |
72.8 |
57.9 |
56.3 |
57.1 |
96.0 |
| 189 |
DLMU |
pspnet-r50
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
58.0 |
74.1 |
66.6 |
55.9 |
60.8 |
95.5 |
| 190 |
DLMU |
RWOS+AFFM
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.9 |
72.9 |
62.3 |
55.7 |
58.8 |
95.1 |
| 191 |
Shanghai University |
AGPNet
|
83.7
|
A6000 |
52.1 |
73.2 |
53.3 |
55.6 |
54.4 |
95.7 |
| 192 |
Z |
R-F
|
9
|
NVIDIA GeForce RTX 2080Ti |
55.0 |
70.5 |
61.2 |
55.6 |
58.3 |
94.3 |
| 193 |
DLMU |
512-best
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
56.1 |
72.8 |
62.8 |
55.6 |
59.0 |
95.1 |
| 194 |
DLMU |
deeplabv3++r101
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
52.7 |
70.9 |
56.7 |
55.5 |
56.1 |
94.0 |
| 195 |
DLMU |
WODIS
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
39.2 |
61.7 |
36.1 |
55.5 |
43.8 |
89.6 |
| 196 |
DLMU |
stdc_bestepoch
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.0 |
71.3 |
60.4 |
55.5 |
57.8 |
95.2 |
| 197 |
DLMU |
stdc_2stage
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
51.1 |
70.8 |
51.8 |
55.5 |
53.6 |
95.5 |
| 198 |
|
eWaSR
|
7.8
|
1660 |
52.9 |
60.9 |
54.6 |
55.3 |
54.9 |
96.4 |
| 199 |
Shanghai University |
bisenetv1_r50_1024x1024
|
9.2
|
A6000 |
37.8 |
70.8 |
33.5 |
55.3 |
41.7 |
90.8 |
| 200 |
DLMU |
256-best
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
55.6 |
72.5 |
62.8 |
55.0 |
58.6 |
94.8 |
| 201 |
DLMU |
WODIS
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
39.2 |
61.9 |
36.1 |
54.8 |
43.5 |
90.0 |
| 202 |
|
eWaSR
|
6.8
|
1660 |
49.7 |
60.2 |
49.2 |
54.7 |
51.8 |
95.9 |
| 203 |
TEST |
25-new-25
|
0
|
2080ti |
54.3 |
72.5 |
57.8 |
54.6 |
56.2 |
96.7 |
| 204 |
TEST |
25-new-25
|
30
|
2080ti |
54.2 |
72.6 |
57.7 |
54.5 |
56.1 |
96.7 |
| 205 |
DLMU |
overall
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
52.5 |
71.3 |
55.8 |
54.5 |
55.2 |
95.2 |
| 206 |
HKUST |
TransCues
|
73
|
3090 |
47.6 |
70.6 |
45.4 |
54.4 |
49.5 |
96.2 |
| 207 |
|
eWaSRv2-T
|
6.7
|
1660 |
52.4 |
60.9 |
54.6 |
54.2 |
54.4 |
96.3 |
| 208 |
HUST |
BiseNetV2-mmcv
|
50
|
3090 |
36.6 |
56.7 |
34.0 |
53.9 |
41.7 |
87.8 |
| 209 |
TEST |
25-26
|
0
|
2080ti |
53.9 |
72.1 |
59.0 |
53.9 |
56.3 |
95.7 |
| 210 |
|
eWaSR
|
6.1
|
1660 |
52.2 |
60.7 |
55.1 |
53.7 |
54.4 |
96.1 |
| 211 |
DLMU |
ch+spp
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
43.8 |
70.0 |
40.6 |
53.6 |
46.2 |
94.7 |
| 212 |
DLMU |
res50-RWOS
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
51.9 |
71.4 |
56.3 |
53.5 |
54.9 |
94.5 |
| 213 |
|
eWaSRv2
|
6.7
|
1660 |
52.0 |
61.0 |
54.5 |
53.5 |
54.0 |
96.3 |
| 214 |
|
eWaSR
|
6.2
|
1660 |
46.4 |
59.5 |
44.7 |
53.4 |
48.7 |
95.2 |
| 215 |
|
New eWaSR
|
8.5
|
1660 |
45.0 |
60.1 |
42.8 |
53.3 |
47.5 |
94.9 |
| 216 |
|
eWaSR
|
5.1
|
1660 |
33.2 |
55.1 |
28.8 |
53.1 |
37.4 |
88.9 |
| 217 |
TEST |
25-16
|
0
|
2080ti |
51.6 |
71.3 |
54.9 |
53.1 |
53.9 |
95.7 |
| 218 |
Z |
RB-MSCAN-S
|
9
|
NVIDIA GeForce RTX 2080Ti |
47.1 |
69.4 |
47.3 |
52.7 |
49.8 |
94.6 |
| 219 |
|
WaSR
|
3.7
|
1660 |
47.3 |
60.5 |
47.1 |
52.6 |
49.7 |
95.2 |
| 220 |
DLMU |
STDC1
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
54.4 |
70.6 |
63.0 |
52.5 |
57.3 |
95.0 |
| 221 |
3 |
wodis
|
4
|
5 |
53.7 |
71.6 |
61.1 |
52.4 |
56.4 |
95.2 |
| 222 |
|
eWaSR
|
5
|
1660 |
44.2 |
60.0 |
41.7 |
52.3 |
46.4 |
95.2 |
| 223 |
|
eWaSR
|
6.2
|
1660 |
47.6 |
60.4 |
47.7 |
52.2 |
49.9 |
95.5 |
| 224 |
DLMU |
baseline-mbv3s
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
49.0 |
68.5 |
52.7 |
51.2 |
52.0 |
94.3 |
| 225 |
Z |
RD-MITB1
|
9
|
NVIDIA GeForce RTX 2080Ti |
47.3 |
70.3 |
48.9 |
51.1 |
50.0 |
94.6 |
| 226 |
DLMU |
STDC2
|
9
|
NVIDIA GeForce RTX 2080Ti |
54.3 |
72.1 |
63.1 |
51.1 |
56.5 |
96.1 |
| 227 |
DLMU |
stdc2
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
47.4 |
69.5 |
48.0 |
51.1 |
49.5 |
95.8 |
| 228 |
DLMU |
baseline-mbv3l
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
52.0 |
70.7 |
59.0 |
51.0 |
54.7 |
95.0 |
| 229 |
Z |
RB-MSCAN-T
|
9
|
NVIDIA GeForce RTX 2080Ti |
42.2 |
66.1 |
40.5 |
50.8 |
45.1 |
93.6 |
| 230 |
|
eWaSR
|
7.5
|
1660 |
44.4 |
58.8 |
42.7 |
50.7 |
46.4 |
95.7 |
| 231 |
|
eWaSR
|
8.7
|
1660 |
45.1 |
58.9 |
44.6 |
50.7 |
47.4 |
95.1 |
| 232 |
DLMU |
STDC2
|
9
|
NVIDIA GeForce RTX 2080Ti |
52.5 |
69.5 |
60.8 |
50.6 |
55.3 |
95.0 |
| 233 |
University of Ljubljana |
IntCatchAI
|
6.7
|
V100 |
20.5 |
62.4 |
40.6 |
50.2 |
44.9 |
45.6 |
| 234 |
hhh |
Bisenetv1
|
20
|
1080 ti |
30.8 |
68.2 |
25.9 |
50.2 |
34.2 |
90.3 |
| 235 |
|
eWaSR-MTBB
|
3.6
|
1660 |
43.5 |
58.7 |
42.5 |
50.2 |
46.0 |
94.7 |
| 236 |
4 |
TBiSeg2
|
5
|
6 |
27.3 |
65.8 |
22.6 |
50.2 |
31.1 |
87.8 |
| 237 |
|
eeWaSR
|
3.6
|
1660 |
42.4 |
58.9 |
40.1 |
50.1 |
44.5 |
95.1 |
| 238 |
DLMU |
ICnet
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
42.3 |
68.2 |
40.9 |
49.7 |
44.9 |
94.3 |
| 239 |
HKUST |
TransCues
|
73
|
3090 |
34.3 |
66.4 |
29.7 |
49.3 |
37.1 |
92.4 |
| 240 |
TEST |
sota25-06
|
0
|
0 |
46.8 |
69.2 |
49.9 |
49.1 |
49.5 |
94.5 |
| 241 |
Z |
RB-MITB0
|
9
|
NVIDIA GeForce RTX 2080Ti |
40.7 |
66.1 |
39.8 |
48.9 |
43.9 |
92.6 |
| 242 |
KLE TECH |
unet
|
8.4
|
Nvidia RTX 3050 |
44.8 |
64.9 |
45.5 |
48.4 |
46.9 |
95.4 |
| 243 |
KLE Tech |
unet
|
8.4
|
Nvidia RTX 3050 |
44.8 |
64.9 |
45.5 |
48.4 |
46.9 |
95.4 |
| 244 |
DLMU |
ICnet
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
42.3 |
65.4 |
42.2 |
48.2 |
45.0 |
93.9 |
| 245 |
DLMU |
fastscnn
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
42.3 |
67.5 |
42.9 |
47.5 |
45.1 |
93.8 |
| 246 |
DLMU |
STDC2
|
9
|
NVIDIA GeForce RTX 2080Ti |
48.6 |
68.0 |
58.3 |
46.4 |
51.7 |
94.1 |
| 247 |
WHUT |
yolov8
|
18.3
|
4090D |
37.0 |
60.5 |
36.5 |
45.2 |
40.4 |
91.5 |
| 248 |
DLR-MI |
ATME test
|
5
|
Quadro P6000 |
38.5 |
59.4 |
39.3 |
45.0 |
41.9 |
91.8 |
| 249 |
HUST |
BiseNetV2-mmcv-2
|
50
|
3090 |
45.8 |
69.2 |
53.3 |
44.9 |
48.7 |
93.9 |
| 250 |
DLMU |
bisenetv2
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
41.6 |
66.2 |
44.2 |
44.7 |
44.4 |
93.6 |
| 251 |
DLMU |
bisenetv2
|
5.9
|
NVIDIA GeForce RTX 2080Ti |
44.8 |
69.1 |
53.8 |
43.0 |
47.8 |
93.9 |
| 252 |
3 |
PIDNet
|
4
|
5 |
42.0 |
66.6 |
48.0 |
42.8 |
45.2 |
92.9 |
| 253 |
DLR-MI |
ATME
|
5
|
Quadro P6000 |
33.5 |
61.3 |
33.4 |
39.3 |
36.1 |
92.7 |
| 254 |
WHUT |
yolov8
|
18.3
|
4090 |
30.2 |
56.0 |
34.0 |
38.4 |
36.0 |
83.7 |
| 255 |
2 |
collision_free
|
3
|
4 |
25.7 |
53.0 |
42.2 |
37.4 |
39.6 |
64.8 |
| 256 |
HUST |
STDC1-seg50-test
|
50
|
3090 |
32.6 |
59.5 |
37.6 |
33.8 |
35.6 |
91.5 |
| 257 |
Luxonis |
test_validation
|
-1
|
NA |
27.2 |
55.6 |
43.0 |
27.6 |
33.7 |
80.7 |
| 258 |
MARE |
DeeplabV3+
|
41
|
RTX 4090 (24GB) |
10.3 |
17.1 |
24.5 |
23.4 |
23.9 |
43.0 |
| 259 |
TEST |
sota25-06-yuanchicun
|
30
|
2080ti |
2.8 |
38.3 |
90.0 |
4.5 |
8.5 |
32.7 |
| 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 |