Query-to-image retrieval on ChartGalaxy Synthetic Multi-facet 1.0 (test)
91.29R@1Intent-Aware Infographic Retrieval Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Intent-Aware Infographic Retrieval Framework2026.04 | 91.29 | 98.48 | 0.9447 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Weights=uniform2026.04 | 90.85 | 98.4 | 0.9422 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Decomposition=false, Query-dependent Fusion=false2026.04 | 89.67 | 97.6 | 0.9332 | |
| SigLIP22026.04 | 67.59 | 86.45 | 0.7566 | |
| Intent-Aware Infographic Retrieval FrameworkIn-domain Alignment=false2026.04 | 51.38 | 75.76 | 0.6168 | |
| MegaPairs2026.04 | 50.08 | 74.87 | 0.6075 | |
| CLIPBackbone=ViT-B/322026.04 | 46.42 | 70.83 | 0.5696 |