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Benchmarks
Object Detection on KITTI Fog 30m visibility (test)
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33.04
mAP@50
CD-Buffer
11.5432
17.1241
22.705
28.2859
Mar 27, 2026
mAP@50
AP@50 (Car)
AP@50 (Pedestrian)
AP@50 (Cyclist)
Updated 20d ago
Evaluation Results
Method
Method
Links
mAP@50
AP@50 (Car)
AP@50 (Pedestrian)
AP@50 (Cyclist)
CD-Buffer
2026.03
33.04
-
-
-
ActMAD
2026.03
28.31
-
-
-
Pruning TTA
2026.03
23.89
-
-
-
WHW
2026.03
14.79
-
-
-
Buffer TTA
2026.03
14.54
-
-
-
Direct Test
2026.03
12.37
-
-
-
Source only
Backbone=YOLOv3, Pre-t...
2021.12
-
30.9
34.1
16.2
DUA
Backbone=YOLOv3, Pre-t...
2021.12
-
51.4
48.5
33.1
Fully Supervised
Backbone=YOLOv3, Pre-t...
2021.12
-
71.3
64.5
63.2
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