ML Research Wiki / Benchmarks / Unsupervised Domain Adaptation / CFC-DAOD

CFC-DAOD

Unsupervised Domain Adaptation Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: [email protected]

Top Performing Models

Rank Model Paper [email protected] Date Code
1 ALDI++ (ResNet50-FPN) Align and Distill: Unifying and Improving Domain Adaptive Object Detection 76.10 2024-03-18 📦 justinkay/aldi 📦 estrellaxyu/differential-alignment-for-daod
2 MIC (ResNet50-FPN) Align and Distill: Unifying and Improving Domain Adaptive Object Detection 74.10 2024-03-18 📦 justinkay/aldi 📦 estrellaxyu/differential-alignment-for-daod
3 AT (ResNet50-FPN) Align and Distill: Unifying and Improving Domain Adaptive Object Detection 69.10 2024-03-18 📦 justinkay/aldi 📦 estrellaxyu/differential-alignment-for-daod
4 PT (ResNet50-FPN) Align and Distill: Unifying and Improving Domain Adaptive Object Detection 69.00 2024-03-18 📦 justinkay/aldi 📦 estrellaxyu/differential-alignment-for-daod
5 UMT (ResNet50-FPN) Align and Distill: Unifying and Improving Domain Adaptive Object Detection 61.20 2024-03-18 📦 justinkay/aldi 📦 estrellaxyu/differential-alignment-for-daod
6 SADA (ResNet50-FPN) Align and Distill: Unifying and Improving Domain Adaptive Object Detection 58.90 2024-03-18 📦 justinkay/aldi 📦 estrellaxyu/differential-alignment-for-daod

All Papers (6)

justinkay/aldi estrellaxyu/differential-alignment-for-daod
justinkay/aldi estrellaxyu/differential-alignment-for-daod
justinkay/aldi estrellaxyu/differential-alignment-for-daod
justinkay/aldi estrellaxyu/differential-alignment-for-daod
justinkay/aldi estrellaxyu/differential-alignment-for-daod
justinkay/aldi estrellaxyu/differential-alignment-for-daod