Research map / Image generation / Autoregressive and latent generation
Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use UED instead of RED to fuse B2, B3, and B4 | ModelNet40 retrieval · ModelNet40 | AUC: 86.48 -> 88.05 | Helped |
| Use UED instead of RED to fuse B2, B3, and B4 | ModelNet40 retrieval · ModelNet40 | mAP: 85.71 -> 87.30 | Helped |
| Use UED instead of RED to fuse B1, B2, and B3 | ModelNet10 retrieval · ModelNet10 | AUC: 93.20 -> 93.37 | Helped |
| Use UED instead of RED to fuse B1, B3, and B4 | ModelNet10 retrieval · ModelNet10 | mAP: 92.17 -> 92.08 | Hurt |
| Use UED instead of RED to fuse all four baseline similarities | Holidays retrieval · Holidays | mAP: 93.32 -> 93.56 | Helped |
| Use UED instead of RED with B1, B2, and B3 | Holidays retrieval · Holidays | mAP: 93.32 -> 93.31 | No clear effect |
| Use UED instead of RED with the same baseline similarities | Market-1501 re-identification · Market-1501 | rank-1 accuracy: 94.74 -> 95.90 | Helped |
| Use UED instead of RED with the same baseline similarities | Market-1501 re-identification · Market-1501 | mAP: 91.00 -> 92.75 | Helped |
Closest papers by meaning
- Re-Ranking Person Re-Identification With k-Reciprocal Encoding (CVPR 2017 · similarity 0.88)
- Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification (CVPR 2025 · similarity 0.87)
- A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking (CVPR 2018 · similarity 0.86)
- Cluster-Aware Similarity Diffusion for Instance Retrieval (ICML 2024 · similarity 0.84)
- Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic (ICLR 2024 · similarity 0.84)
- FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification (ICML 2025 · similarity 0.84)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.