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Created December 27, 2025 08:53
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table1.md
Use Case Dataset Specialist Model Train Time Model Score SAM 3 Score Accuracy Diff Model Speed SAM 3 Speed Speed Diff
Object Detection Global Wheat Detection YOLOv11-Large 2h 15m 5.8009 4.8095 +17.09% 43 ms 1120 ms 25x
Object Detection CCTV Weapon Detection YOLOv11-Medium 8m 5.6766 4.5130 +20.50% 55 ms 1100 ms 19x
Instance Segmentation Concrete Crack Segmentation YOLOv11-Medium 5h 20m 3.8488 1.6255 +57.77% 30 ms 1090 ms 36x
Instance Segmentation Blood Cell Segemntation YOLOv11-Medium 46m 8.5251 4.3478 +49.00% 111 ms 1970 ms 17x
Saliency Detection Carvana Image Masking ISNet 4h 50m 3.9861 3.9754 +0.27% 148 ms 1450 ms 9x
Saliency Detection EasyPortrait Dataset ISNet 4h 45m 3.9679 3.9582 +0.25% 126 ms 1150 ms 8x
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