OpenCodePapers
unsupervised-domain-adaptation-on-sim10k-to-3
Unsupervised Domain Adaptation
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Paper
Code
mAP@0.5
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ModelName
ReleaseDate
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Align and Distill: Unifying and Improving Domain Adaptive Object Detection
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77.8
ALDI++
2024-03-18
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
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75.0
ALDI-YOLO
2024-03-18
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
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73.1
MIC(ALDI frame)
2024-03-18
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
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72.0
AT(ALDI frame)
2024-03-18
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
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71.8
SADA(ALDI frame)
2024-03-18
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
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70.6
PT(ALDI frame)
2024-03-18
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning
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67.2
RT-DATR(real-time, 640x640)
2025-04-12
Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector
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64.0
DDT
2025-06-04
Masked Retraining Teacher-Student Framework for Domain Adaptive Object Detection
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62.0
MRT
2023-01-01
MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection
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57.4
MILA
2023-09-03
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection
54.1
AWADA
2022-08-31
To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors
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53.1
ILLUME
2022-01-05
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection
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52.1
ViSGA
2021-10-04