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9.22k
Autonomous Vehicles > Pedestrian Attribute Recognition
PETA
UniHCP (FT)
https://arxiv.org/abs/2303.02936v4
Accuracy
88.78%
Autonomous Vehicles > Pedestrian Attribute Recognition
PETA
C2T-Net
https://openaccess.thecvf.com/content/WACV2024W/RWS/html/Bui_C2T-Net_Channel-Aware_Cross-Fused_Transformer-Style_Networks_for_Pedestrian_Attribute_Recognition_WACVW_2024_paper.html
Accuracy
88.20%
Autonomous Vehicles > Pedestrian Attribute Recognition
PETA
Attribute-Specific Localization
https://arxiv.org/abs/1910.04562v1
Accuracy
79.52%
Autonomous Vehicles > Pedestrian Attribute Recognition
PETA
ALM[tang2019Improving] (ICCV19)
https://arxiv.org/abs/2005.11909v2
Accuracy
79.52%
Autonomous Vehicles > Pedestrian Attribute Recognition
PETA
strongbaseline
https://arxiv.org/abs/2005.11909v2
Accuracy
79.14%
Autonomous Vehicles > Pedestrian Attribute Recognition
PETA
HP-net
http://arxiv.org/abs/1709.09930v1
Accuracy
76.13%
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
PATH (Partial FT)
https://arxiv.org/abs/2303.05675v1
Accuracy
90.8
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
Hulk(Finetune, ViT-L)
https://arxiv.org/abs/2312.01697v4
Accuracy
88.97
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
Hulk(Finetune, ViT-B)
https://arxiv.org/abs/2312.01697v4
Accuracy
87.85
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
C2T-Net
https://openaccess.thecvf.com/content/WACV2024W/RWS/html/Bui_C2T-Net_Channel-Aware_Cross-Fused_Transformer-Style_Networks_for_Pedestrian_Attribute_Recognition_WACVW_2024_paper.html
Accuracy
87.2
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
SOLIDER
https://arxiv.org/abs/2303.17602v1
Accuracy
86.38
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
UniHCP (finetune)
https://arxiv.org/abs/2303.02936v4
Accuracy
86.18
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
APTM
https://arxiv.org/abs/2306.02898v4
Accuracy
80.17
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
Label2Label
https://arxiv.org/abs/2207.08677v1
Accuracy
79.23
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
strongBaseline(ours)
https://arxiv.org/abs/2005.11909v2
Accuracy
78.56
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
Attribute-Specific Localization
https://arxiv.org/abs/1910.04562v1
Accuracy
77.08%
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
HP-net
http://arxiv.org/abs/1709.09930v1
Accuracy
72.19%
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
Accuracy
89.8
Autonomous Vehicles > Pedestrian Attribute Recognition
PA-100K
Attivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
F1 score
93.1
Autonomous Vehicles > Pedestrian Attribute Recognition
RAPv2
Hulk(Finetune, ViT-L)
https://arxiv.org/abs/2312.01697v4
Accuracy
85.86
Autonomous Vehicles > Pedestrian Attribute Recognition
RAPv2
Hulk(Finetune, ViT-B)
https://arxiv.org/abs/2312.01697v4
Accuracy
85.26
Autonomous Vehicles > Pedestrian Attribute Recognition
RAPv2
UniHCP (finetune)
https://arxiv.org/abs/2303.02936v4
Accuracy
82.34
Autonomous Vehicles > Pedestrian Attribute Recognition
RAPv2
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
F1 score
89.1
Autonomous Vehicles > Pedestrian Attribute Recognition
RAPv2
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
Accuracy
84.2
Autonomous Vehicles > Pedestrian Attribute Recognition
UPAR
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
F1 score
91.9
Autonomous Vehicles > Pedestrian Attribute Recognition
UPAR
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
Accuracy
89.4
Autonomous Vehicles > Pedestrian Attribute Recognition
Market1501-Attributes
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
F1 score
88.8
Autonomous Vehicles > Pedestrian Attribute Recognition
Market1501-Attributes
Attrivision
https://openaccess.thecvf.com/content/WACV2025W/V3SC/html/Sedeh_AttriVision_Advancing_Generalization_in_Pedestrian_Attribute_Recognition_using_CLIP_WACVW_2025_paper.html
Accuracy
83.8
Autonomous Vehicles > Pedestrian Attribute Recognition
DukeMTMC-attribute
MBNET
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4373086
Accuracy
91.13
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
Gender
75.0
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
Hat
67.2
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
UCC
49.8
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
UCS
73.0
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
LCC
54.6
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
LCS
68.9
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
DenseNet
http://arxiv.org/abs/1608.06993v5
Backpack
63.9
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
Gender
74.7
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
Hat
65.2
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
UCC
44.4
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
UCS
68.9
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
LCC
49.7
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
LCS
69.3
Autonomous Vehicles > Pedestrian Attribute Recognition
UAV-Human
ResNet
http://arxiv.org/abs/1512.03385v1
Backpack
63.5
Autonomous Vehicles > Pedestrian Attribute Recognition
RAP
Attribute-Specific Localization
https://arxiv.org/abs/1910.04562v1
Accuracy
68.17%
Autonomous Vehicles > Pedestrian Attribute Recognition
RAP
HP-net
http://arxiv.org/abs/1709.09930v1
Accuracy
65.39%
Autonomous Vehicles > 3D Car Instance Understanding
ApolloCar3D
BAAM
http://openaccess.thecvf.com//content/CVPR2023/html/Lee_BAAM_Monocular_3D_Pose_and_Shape_Reconstruction_With_Bi-Contextual_Attention_CVPR_2023_paper.html
A3DP
22.85
Autonomous Vehicles > 3D Car Instance Understanding
ApolloCar3D
GSNet
https://arxiv.org/abs/2007.13124v1
A3DP
20.21
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
CarLLaVA
https://arxiv.org/abs/2406.10165v1
Driving Score
6.87
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
CarLLaVA
https://arxiv.org/abs/2406.10165v1
Route Completion
18.08
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
CarLLaVA
https://arxiv.org/abs/2406.10165v1
Infraction Score
0.42
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
CarLLaVA (Map Track)
https://arxiv.org/abs/2406.10165v1
Driving Score
6.25
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
CarLLaVA (Map Track)
https://arxiv.org/abs/2406.10165v1
Route Completion
18.89
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
CarLLaVA (Map Track)
https://arxiv.org/abs/2406.10165v1
Infraction Score
0.39
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
TF++ (Map Track)
https://arxiv.org/abs/2306.07957v2
Driving Score
5.56
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
TF++ (Map Track)
https://arxiv.org/abs/2306.07957v2
Route Completion
11.82
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
TF++ (Map Track)
https://arxiv.org/abs/2306.07957v2
Infraction Score
0.47
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
TF++
https://arxiv.org/abs/2306.07957v2
Driving Score
5.18
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
TF++
https://arxiv.org/abs/2306.07957v2
Route Completion
11.34
Autonomous Vehicles > CARLA Leaderboard 2.0
CARLA
TF++
https://arxiv.org/abs/2306.07957v2
Infraction Score
0.48
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
Wu22
http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html
AUC
0.839
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
Wu22
http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html
f-Score
0.341
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
Wu22
http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html
Intersection over Union
0.233
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
DF-Net
https://arxiv.org/abs/2503.22398v1
AUC
0.765
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
DF-Net
https://arxiv.org/abs/2503.22398v1
f-Score
0.361
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
DF-Net
https://arxiv.org/abs/2503.22398v1
Intersection over Union
0.249
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
ManTra-Net
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
AUC
0.616
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
ManTra-Net
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
f-Score
0.081
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
ManTra-Net
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
Intersection over Union
0.052
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
ForSim
https://arxiv.org/abs/1902.04684v2
AUC
0.542
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
ForSim
https://arxiv.org/abs/1902.04684v2
f-Score
0.233
Image Manipulation Detection
DSO (OSN-transmitted - Whatsapp)
ForSim
https://arxiv.org/abs/1902.04684v2
Intersection over Union
0.139
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
DF-Net
https://arxiv.org/abs/2503.22398v1
AUC
0.902
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
DF-Net
https://arxiv.org/abs/2503.22398v1
f-Score
0.564
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
DF-Net
https://arxiv.org/abs/2503.22398v1
Intersection over Union
0.467
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
Wu22
http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html
AUC
0.833
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
Wu22
http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html
f-Score
0.358
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
Wu22
http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html
Intersection over Union
0.405
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
ManTra-Net
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
AUC
0.724
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
ManTra-Net
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
f-Score
0.048
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
ManTra-Net
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
Intersection over Union
0.080
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
ForSim
https://arxiv.org/abs/1902.04684v2
AUC
0.532
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
ForSim
https://arxiv.org/abs/1902.04684v2
f-Score
0.091
Image Manipulation Detection
CASIA (OSN-transmitted - Wechat)
ForSim
https://arxiv.org/abs/1902.04684v2
Intersection over Union
0.153
Image Manipulation Detection
COVERAGE
Early Fusion
https://arxiv.org/abs/2312.01790v2
AUC
.839
Image Manipulation Detection
COVERAGE
Early Fusion
https://arxiv.org/abs/2312.01790v2
Balanced Accuracy
.770
Image Manipulation Detection
COVERAGE
Late Fusion
https://arxiv.org/abs/2312.01790v2
AUC
.792
Image Manipulation Detection
COVERAGE
Late Fusion
https://arxiv.org/abs/2312.01790v2
Balanced Accuracy
.720
Image Manipulation Detection
COVERAGE
TruFor
https://arxiv.org/abs/2212.10957v3
AUC
.770
Image Manipulation Detection
COVERAGE
TruFor
https://arxiv.org/abs/2212.10957v3
Balanced Accuracy
.680
Image Manipulation Detection
COVERAGE
CAT-Net v2
https://arxiv.org/abs/2108.12947v2
AUC
.680
Image Manipulation Detection
COVERAGE
CAT-Net v2
https://arxiv.org/abs/2108.12947v2
Balanced Accuracy
.635
Image Manipulation Detection
COVERAGE
MVSS-Net
https://arxiv.org/abs/2104.06832v2
AUC
.733
Image Manipulation Detection
COVERAGE
MVSS-Net
https://arxiv.org/abs/2104.06832v2
Balanced Accuracy
.514
Image Manipulation Detection
COVERAGE
ManTraNet
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
AUC
.760
Image Manipulation Detection
COVERAGE
ManTraNet
http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html
Balanced Accuracy
.500
Image Manipulation Detection
COVERAGE
CR-CNN
https://arxiv.org/abs/1911.08217v3
AUC
.553
Image Manipulation Detection
COVERAGE
CR-CNN
https://arxiv.org/abs/1911.08217v3
Balanced Accuracy
.391
Image Manipulation Detection
COVERAGE
SPAN
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/3720_ECCV_2020_paper.php
AUC
.670
Image Manipulation Detection
COVERAGE
SPAN
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/3720_ECCV_2020_paper.php
Balanced Accuracy
.235
Image Manipulation Detection
Columbia (OSN-transmitted - Weibo)
DF-Net
https://arxiv.org/abs/2503.22398v1
AUC
0.890