OpenCodePapers
image-retrieval-on-sop
Image Retrieval
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
R@1
↕
ModelName
ReleaseDate
↕
Unicom: Universal and Compact Representation Learning for Image Retrieval
✓ Link
91.2
Unicom+ViT-L@336px
2023-04-12
Robust and Decomposable Average Precision for Image Retrieval
✓ Link
86.0
ROADMAP (DeiT-B)
2021-10-01
Combination of Multiple Global Descriptors for Image Retrieval
✓ Link
84.2
CGD (SG/GS)
2019-03-26
Robust and Decomposable Average Precision for Image Retrieval
✓ Link
83.1
ROADMAP (ResNet-50)
2021-10-01
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis
✓ Link
81.4
ProxyNCA++
2020-04-02
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough
✓ Link
81.1
PNP Loss
2021-02-09
Cross-Batch Memory for Embedding Learning
✓ Link
80.6
Cross-Batch Memory
2019-12-14
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval
✓ Link
80.1
Smooth-AP
2020-07-23
Classification is a Strong Baseline for Deep Metric Learning
✓ Link
79.5
NormSoftmax2048 (ResNet-50)
2018-11-30
Improved Embeddings with Easy Positive Triplet Mining
✓ Link
78.3
EPSHN512
2019-04-08
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
✓ Link
78.2
MS512
2019-04-14
Attention-based Ensemble for Deep Metric Learning
76.3
ABE-8
2018-04-02
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly
✓ Link
74.2
A-BIER
2018-01-15
Hard-Aware Deeply Cascaded Embedding
✓ Link
69.5
HDC
2016-11-17