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Interactive Image Segmentation on ThinObject-5K

77.95IoULitePGE-SAM
16.600432.527748.45564.3823Jun 29, 2026

Evaluation results

MethodLinks
LitePGE-SAMFine-tuning strategy=Full model2026.0677.9585.5—
LitePGE-SAMFine-tuning strategy=Feature Enhancer2026.0675.6683.82—
LiteMedSAMFine-tuning strategy=Full Mask Decoder2026.0672.1181.23—
LiteMedSAMFine-tuning strategy=Output Token2026.065970.69—
LiteMedSAM2026.0625.3834.75—
LitePGE-SAMFine-tuning strategy=Feature Enhancer, Segmentation Loss=False2026.0618.9627.55—