Samtool Supported Models Info

Joint prompt-and-mask optimization: learn prompt generators that maximize final-task performance rather than only mask quality.
Mask–text embedding alignment: unified latent space for masks and language to improve grounding and retrieval.
Self-supervised mask refinement: use consistency losses across augmentations to refine masks without dense annotations.
Lightweight real-time refiners for edge devices.
Robustness and safety: study adversarial prompt/mask attacks and defenses.
Standardized benchmarks that evaluate full SAMTool pipelines end-to-end (prompt robustness, mask quality, downstream task performance, annotation cost).

: It supports approximately 95% of Samsung smartphones , including the Galaxy A, M, and F series (such as the Galaxy A50, A51, and M31).

Instead of manually checking the list, use Samtool’s built-in validation tool: samtool supported models