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SOTA
Weakly Supervised Object Detection
Weakly Supervised Object Detection On 1
Weakly Supervised Object Detection On 1
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MAP
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
MAP
Paper Title
Repository
DT+PL (+extra)
59.1
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation
MI-max
49.5
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts
TADP
72.2
Text-image Alignment for Diffusion-based Perception
MI-max
50.1
Weakly Supervised Object Detection in Artworks
ICCM
57.4
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection
-
MCAR
56.0
Adaptive Object Detection with Dual Multi-Label Prediction
-
DASS-Detector (YOLOX Tiny)
71.53
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings
DT+PL
54.3
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation
H2FA R-CNN
59.9
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection
H2FA R-CNN (+extra)
62.6
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection
WSDDN
12.7
Weakly Supervised Deep Detection Networks
MEAA
55.5
Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment
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