Research map / 3D vision / Human pose estimation
Complete the Look: Scene-Based Complementary Product Recommendation
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 |
|---|---|---|---|
| crop the scene to exclude the associated product (ablation) | Complete the Look · Fashion-1 | accuracy: 63.1 -> 68.5 | Helped |
| crop the scene to exclude the associated product (ablation) | Complete the Look · Fashion-2 | accuracy: 70.0 -> 75.3 | Helped |
| crop the scene to exclude the associated product (ablation) | Complete the Look · Home | accuracy: 75.0 -> 79.6 | Helped |
| use global and category-guided local compatibility together | Complete the Look · Fashion-1 | accuracy: 68.5 vs. 64.0 | Helped |
| use global and category-guided local compatibility together | Complete the Look · Fashion-2 | accuracy: 75.3 vs. 69.0 | Helped |
| use global and category-guided local compatibility together | Complete the Look · Home | accuracy: 79.6 vs. 73.1 | Helped |
Closest papers by meaning
- Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation (AAAI 2024 · similarity 0.86)
- TexFit: Text-Driven Fashion Image Editing with Diffusion Models (AAAI 2024 · similarity 0.85)
- StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback (AAAI 2026 · similarity 0.85)
- Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond (ICLR 2024 · similarity 0.84)
- Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms (NeurIPS 2024 · similarity 0.84)
- ICAR: Image-Based Complementary Auto Reasoning (AAAI 2024 · 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.