ResearchBenchmarksForeground Segmentation on 75 Leica WSIs Jones stainForeground Segmentation on 75 Leica WSIs Jones stainFollow85.8Dice ScoreQwen VL25.79241.37156.9572.529Jun 15, 2026Evaluation resultsMethodMethodLinksDice ScoreQwen VLModel Size=8B, Protoco...Model Size=8B, Protocol=Zero-shot2026.0685.8Qwen VLModel Size=2B, Protoco...Model Size=2B, Protocol=Zero-shot2026.0685.4Qwen VLModel Size=2B, Protoco...Model Size=2B, Protocol=Few-shot2026.0684.3Qwen VLModel Size=8B, Protoco...Model Size=8B, Protocol=Few-shot2026.0684GrandQC2026.0677.5HEST2026.0674.3Otsu2026.0664.4K-means2026.0663.7HistoQC2026.0628.1