ResearchBenchmarksForeground Segmentation on 75 Leica WSIs EVG stainForeground Segmentation on 75 Leica WSIs EVG stainFollow85.3Dice ScoreQwen VL53.5861.81570.0578.285Jun 15, 2026Evaluation resultsMethodMethodLinksDice ScoreQwen VLModel Size=8B, Protoco...Model Size=8B, Protocol=Zero-shot2026.0685.3Qwen VLModel Size=8B, Protoco...Model Size=8B, Protocol=Few-shot2026.0684.7Qwen VLModel Size=2B, Protoco...Model Size=2B, Protocol=Few-shot2026.0684.4Qwen VLModel Size=2B, Protoco...Model Size=2B, Protocol=Zero-shot2026.0683.5HEST2026.0679.3GrandQC2026.0676.9K-means2026.0666.7Otsu2026.0663.8HistoQC2026.0654.8