AMES

Reported on 5 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Image RetrievalonROxford (Medium)
mAP· 2024-08-06
90.7
SOTA
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval arXiv:2408.03282
Image RetrievalonRParis (Medium)
mAP· 2024-08-06
94.9
SOTA
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval arXiv:2408.03282
Image RetrievalonRParis (Hard)
mAP· 2024-08-06
89.7
SOTA
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval arXiv:2408.03282
Image RetrievalonGoogle Landmarks Dataset v2 (retrieval, testing)
mAP@100· 2024-08-06
37.8
SOTA
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval arXiv:2408.03282
Image RetrievalonROxford (Hard)
mAP· 2024-08-06
80
best: 80.2 (SuperGlobal)
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval arXiv:2408.03282