Query-to-image retrieval on ChartGalaxy Human Long 1.0 (test)
70.33R@1Intent-Aware Infographic Retrieval Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Intent-Aware Infographic Retrieval Framework2026.04 | 70.33 | 86.67 | 0.7744 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Weights=uniform2026.04 | 69.33 | 86.67 | 0.7689 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Decomposition=false, Query-dependent Fusion=false2026.04 | 65 | 82.33 | 0.7237 | |
| MegaPairs2026.04 | 50.33 | 73.67 | 0.5913 | |
| CLIPBackbone=ViT-B/322026.04 | 41 | 67.33 | 0.515 | |
| Intent-Aware Infographic Retrieval FrameworkIn-domain Alignment=false2026.04 | 35 | 57.33 | 0.4424 | |
| SigLIP22026.04 | 20.67 | 33.33 | 0.2632 |