Query-to-image retrieval on ChartGalaxy Human Short 1.0 (test)
54.67Recall@1Intent-Aware Infographic Retrieval Framework
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Intent-Aware Infographic Retrieval Framework2026.04 | 54.67 | 82 | 65.91 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Weights=uniform2026.04 | 54.33 | 81.67 | 65.52 | |
| Intent-Aware Infographic Retrieval FrameworkFacet Decomposition=false, Query-dependent Fusion=false2026.04 | 53.67 | 77.33 | 63.45 | |
| MegaPairs2026.04 | 39.33 | 65.67 | 50.36 | |
| CLIPBackbone=ViT-B/322026.04 | 35 | 58 | 43.75 | |
| SigLIP22026.04 | 33 | 50 | 40.42 | |
| Intent-Aware Infographic Retrieval FrameworkIn-domain Alignment=false2026.04 | 30 | 47 | 37.32 |