Query-to-image retrieval on ChartGalaxy Synthetic General 1.0 (test)
95.92R@1Intent-Aware Infographic Retrieval Framework
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Intent-Aware Infographic Retrieval FrameworkFacet Weights=uniform2026.04 | 95.92 | 99.72 | 0.976 | |
| Intent-Aware Infographic Retrieval Framework2026.04 | 95.72 | 99.68 | 0.9746 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Decomposition=false, Query-dependent Fusion=false2026.04 | 92.79 | 98.88 | 0.9545 | |
| Intent-Aware Infographic Retrieval FrameworkIn-domain Alignment=false2026.04 | 70.22 | 87.43 | 0.776 | |
| MegaPairs2026.04 | 67.42 | 88.18 | 0.763 | |
| CLIPBackbone=ViT-B/322026.04 | 62.47 | 84.74 | 0.7203 | |
| SigLIP22026.04 | 19.38 | 38.05 | 0.2739 |