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Benchmarks
Pedestrian Detection on CityPersons highly occluded (HO)
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36.9
Miss Rate
PedesFormer
35.952
42.351
48.75
55.149
Apr 26, 2021
Feb 8, 2022
Nov 23, 2022
Sep 7, 2023
Jun 21, 2024
Apr 5, 2025
Jan 19, 2026
Miss Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Miss Rate
PedesFormer
2026.01
36.9
CLASP (CSP)
Backbone=Swin-B
2026.01
37.4
CLASP (CSP)
Backbone=Swin-S
2026.01
38.6
SOLIDER
Backbone=Swin-B
2026.01
39.4
CLASP (CSP)
Backbone=Swin-T
2026.01
40.3
FreeAnchor (ours)
Architecture Type=Sing...
2021.04
41.5
FreeAnchor
Architecture Type=Sing...
2021.04
42.8
ACSP
Backbone=Res-101
2026.01
46.3
CSP
Backbone=Res-50
2026.01
49.3
RetinaNet
Architecture Type=Sing...
2021.04
49.9
TLL
Architecture Type=Sing...
2021.04
52
Faster R-CNN (ours)
Architecture Type=Two-...
2021.04
54.6
Adaptive-NMS
Architecture Type=Two-...
2021.04
56.4
Rep Loss
Architecture Type=Two-...
2021.04
56.9
RepLoss
2026.01
56.9
Faster R-CNN
Architecture Type=Two-...
2021.04
60.6
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