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ResearchFormerly WizWand

3D Medical Image Segmentation on OAI-ZIB (test)

93.22Median 3D DSC (Femur)SAM2 sam2_hiera_large
21.574440.174758.77577.3753Aug 8, 2024
Updated 4mo ago

Evaluation results

MethodLinks
SAM2 sam2_hiera_largePrompt=3 points + video, Parameters=224.43M2024.0893.2292.2291.96
SAM2 sam2_hiera_tinyPrompt=3 points + video, Parameters=38.95M2024.0890.8592.2690.44
SAM2 sam2_hiera_smallPrompt=3 points + video, Parameters=46.04M2024.0889.9692.3489.78
SAM2 sam2_hiera_base_plusPrompt=3 points + video, Parameters=80.83M2024.0886.3395.4581.73
SAM1 sam_vit_hugePrompt=bounding box, Parameters=641.09M2024.0882.2381.04—
SAM1 sam_vit_largePrompt=bounding box, Parameters=312.34M2024.0881.9781.1—
SAM1 sam_vit_hugePrompt=point, Parameters=641.09M2024.0875.0871.8565.27
SAM1 sam_vit_basePrompt=point, Parameters=93.73M2024.0874.5775.4260.46
SAM2 sam2_hiera_base_plusPrompt=point, Parameters=80.83M2024.0874.0981.5576.64
SAM1 sam_vit_basePrompt=bounding box, Parameters=93.73M2024.0871.7380.33—
SAM2 sam2_hiera_largePrompt=point + video, Parameters=224.43M2024.0871.5490.5258.18
SAM2 sam2_hiera_base_plusPrompt=point + video, Parameters=80.83M2024.0870.1996.4377.07
SAM2 sam2_hiera_largePrompt=point, Parameters=224.43M2024.0869.6158.9565.11
SAM2 sam2_hiera_smallPrompt=point, Parameters=46.04M2024.0866.3763.7464.96
SAM1 sam_vit_largePrompt=point, Parameters=312.34M2024.0865.3873.0472.82
SAM2 sam2_hiera_tinyPrompt=point, Parameters=38.95M2024.0860.2173.9564.93
SAM2 sam2_hiera_smallPrompt=point + video, Parameters=46.04M2024.0829.7191.8738.23
SAM2 sam2_hiera_tinyPrompt=point + video, Parameters=38.95M2024.0824.3391.3732.75