ResearchBenchmarksPanel Detection on ChemSci Fig-Cap (test)Panel Detection on ChemSci Fig-Cap (test)Follow39.4mAP (IoU 0.5:0.95)FigEx2-8B9.7617.45525.1532.845Jan 12, 2026Evaluation resultsMethodMethodLinksmAP (IoU 0.5:0.95)mAP (IoU 0.5)FigEx2-8Bparameters=8Bparameters=8B2026.0139.446.5DAB-DETR2026.0135.741.1Qwen3-VL-8Bparameters=8Bparameters=8B2026.0132.243.1YOLOS-Bvariant=Basevariant=Base2026.0130.637.6YOLOS-Svariant=Smallvariant=Small2026.0118.523.1YOLOS-Tivariant=Tinyvariant=Tiny2026.0110.914.4