Structure-aware retrieval on FigureBench
83.3MRRQwen3 + LoRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen3 + LoRALoRA=true2026.05 | 83.3 | 80.2 | 80.2 | 87.4 | 80.2 | |
| Qwen3LoRA=false2026.05 | 77.6 | 74.6 | 74.6 | 80.9 | 74.6 | |
| SIGLIP22026.05 | 33.3 | 28.2 | 28.2 | 37.8 | 28.2 | |
| SIGLIP2026.05 | 25.6 | 20.6 | 20.6 | 30.2 | 20.6 | |
| SKetch_LVM2026.05 | 16.1 | 13 | 13 | 19.3 | 13 | |
| OpenCLIP2026.05 | 12.4 | 9.5 | 9.5 | 13.7 | 9.5 |