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Object Detection on Foggy Cityscapes

58.1mAP

DA-Mamba

16.520827.315438.1148.9046Oct 24, 2019Nov 16, 2020Dec 11, 2021Jan 5, 2023Jan 29, 2024Feb 22, 2025Mar 19, 2026
Updated 25d ago

Evaluation Results

MethodLinks
2026.03
58.1---------5.8-
2026.03
57.5---------5.2-
2025.06
56.656.966.271.749.155.663.148.941.1---
2026.03
55.9---------3.3-
2026.03
55---------2.7-
2025.06
54.155.362.768.245.552.96248.437.4---
2026.03
54.1---------1.8-
2026.03
53.4---------5.3-
2025.06
52.553.854.267.545.652.160.853.932.4---
2025.06
52.5665363.744.944.657.149.740.8---
2026.03
52.3-----------
2025.06
50.75355.468.142.15159.939.436.4---
2025.06
50.754.754.968.440.155.46135.935.1---
2025.06
50.455.950.367.540.152.155.849.132.7---
2025.06
50.36651.263.741.445.955.738.839.6---
2025.06
50.156.250.466.739.950.259.539.938---
2025.06
5053.552.264.243.550.96042.433.6---
2025.06
48.954.447.767.238.45153.441.637.2---
2025.06
47.95843.764.938.347.950.145.634.8---
2025.06
47.652.447.56740.650.955.333.733.9---
2025.06
44.956.641.362.133.746.147.344.327.8---
2025.06
44.552.239.96134.846.445.144.632.1---
2022.04
41.548.2-66.831.247.440.832.427.238.3--
2026.03
41.3658.75--31.22-43.8732.9540.03---
2026.03
40.5457.24--29.98-42.2735.0938.1---
2020.03
40.350-49.734.733.245.937.435.636.2--
2020.03
39.847.4-47.932.333.247.540.931.637.1--
2019.10
39.253.3-58.835.437.848.415.825.239--
2025.06
38.64440.14530.334.247.442.425.6---
2026.03
38.2554.77--29.62-40.2529.437.23---
2022.04
38.142.8-57.529.143.941.226.125.139.1--
2022.04
37.843-57.92743.842.826.422.538.9--
2022.04
37.440.3-58.225.541.940.432.624.935--
2019.10
36.944.1-54.429.13645.525.824.335.9--
2022.04
36.944.1-54.429.13645.525.824.335.9--
2025.06
36.1-----------
2019.10
36.143.9-5528.436.645.318.524.237.1--
2022.04
3641.5-56.724.641.938.726.822.635.5--
2020.03
35.138.6-4428.330.641.440.621.935.6--
2019.10
34.638.4-44.328.430.840.534.527.232.2--
2020.03
34.638.4-44.328.430.840.534.527.232.2--
2019.10
34.336.2-43.53029.942.332.624.535.3--
2020.03
34.336.2-43.53029.942.332.624.535.3--
2022.04
34.329.9-43.532.636.235.342.33024.5--
2020.03
3439.9-43.929.228.239.533.323.833.9--
2019.10
33.839-48.52833.53823.326.533.6--
2020.03
33.839-48.52833.53823.326.533.6--
2025.06
33.435.733.149.324.831.838.426.527.7---
2025.06
3136.634.143.327.131.244.411.919.3---
2026.03
28.2950.23--20.59-18.5321.730.42---
2026.03
27.6648.63--23.2-18.9616.3131.2---
2019.10
27.635.3-40.520253120.222.127.1--
2020.03
27.635.3-40.520253120.222.127.1--
2022.04
27.635.3-40.520253120.222.127.1--
2019.10
26.926.9-46.120.830.237.9714.731.5--
2025.06
25.327.731.335.923.326.241.2313.6---
2020.03
20.322.3-34.315.324.133.134.126.5--
2019.10
19.617.9-36.913.923.329.42.47.125.7--
2022.04
18.823.8-27.114.417.823.69.111.922.8--
2026.03
18.1241.14--10.24-9.3510.119.77---
2026.06
-----------28.506
2026.06
-----------61.333
2026.06
-----------42.66
2026.06
-----------47.716
2026.06
-----------48.504
2026.06
-----------55.526
2026.06
-----------53.04
2026.06
-----------55.001
2026.06
-----------55.838
2026.06
-----------57.99
2026.06
----------0.45153.491
2026.06
-----------0.0154.991
2026.06
-----------0.34455.494
2026.06
----------0.73558.725
2026.06
----------3.49456.535
2026.06
----------0.04855.049
2026.06
-----------0.20455.634
2026.06
----------0.23558.225
2026.06
----------0.18853.229
2026.06
----------0.01755.018
2026.06
----------0.04855.886
2026.06
----------0.76958.759
2026.06
----------1.85254.893
2026.06
-----------8.65646.345
2026.06
-----------9.54246.297
2026.06
-----------5.52252.468
2026.06
-----------7.49545.546
2026.06
-----------10.86144.14
2026.06
-----------10.85644.983
2026.06
-----------7.2950.7
2026.06
----------0.58253.622
2026.06
----------0.17655.177
2026.06
-----------0.5855.259
2026.06
----------0.62758.617
2026.06
----------0.16853.209
2026.06
----------0.81855.819
2026.06
----------0.29756.136
2026.06
----------0.59258.582
2026.06
----------0.59553.635
2026.06
----------0.36555.366
Showing 100 of 110 rows