ResearchBenchmarksPanel Detection on PhysSci Fig-Cap (test)Panel Detection on PhysSci Fig-Cap (test)Follow0.423mAP@0.5:0.95FigEx2-8B0.073560.164280.2550.34572Jan 12, 2026Evaluation resultsMethodMethodLinksmAP@0.5:0.95mAP@0.5FigEx2-8Bparameters=8Bparameters=8B2026.010.4230.482Qwen3-VL-8Bparameters=8Bparameters=8B2026.010.3740.447DAB-DETR2026.010.3720.418YOLOS-Bvariant=Basevariant=Base2026.010.2370.28YOLOS-Svariant=Smallvariant=Small2026.010.1360.164YOLOS-Tivariant=Tinyvariant=Tiny2026.010.0870.107