Surgical Instrument Segmentation on EndoVis 2017 (test)
78.57mIoU
ReMeDI-SAM3
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 78.57 | 78.57 | 75.65 | 69.07 | 68.51 | 85.78 | 78.68 | 55.06 | 82.52 | 89.9 | - | - | - | - | |
2025.12 | 73.94 | 73.94 | 71.06 | 68.89 | 53.16 | 83.8 | 73.2 | 72.4 | 84.91 | 61.05 | - | - | - | - | |
2025.12 | 71.99 | 72.54 | 46.55 | 75.08 | 54.32 | 61.84 | 35.5 | 27.47 | 43.23 | 28.38 | - | - | - | - | |
2025.12 | 71.32 | 71.32 | 68.79 | 55.62 | 65.3 | 76.33 | 80.51 | 38.36 | 75.32 | 90.09 | - | - | - | - | |
2025.12 | 69.94 | 69.94 | 67.03 | 68.3 | 51.77 | 75.52 | 68.24 | 57.63 | 86.95 | 60.8 | - | - | - | - | |
2025.12 | 64.5 | 67.41 | 62.97 | 55.42 | 44.46 | 62.43 | 83.68 | 62.59 | 67.03 | 65.17 | - | - | - | - | |
2025.12 | 63.37 | 63.37 | 52.74 | 66.42 | 45.46 | 75.2 | 73.44 | 29.95 | 44.02 | 34.67 | - | - | - | - | |
2025.12 | 62.74 | 68.79 | 37.3 | 66.18 | 50.99 | 52.23 | 32.84 | 15.71 | 19.27 | 23.9 | - | - | - | - | |
2025.07 | 62.49 | 62.49 | 59.89 | 54.41 | 50.41 | 64.73 | 73.72 | 32.66 | 72.64 | 70.85 | - | - | - | - | |
2025.12 | 62.49 | 62.49 | 59.89 | 54.41 | 50.41 | 64.73 | 73.72 | 32.66 | 72.64 | 70.85 | - | - | - | - | |
2025.07 | 56.39 | 56.39 | 55.38 | 40.7 | 50.92 | 67.77 | 48.38 | 33.4 | 70.66 | 67.14 | - | - | - | - | |
2025.07 | 54.55 | 54.55 | 54.55 | 42.21 | 46.58 | 59.18 | 50.07 | 37.39 | 88.6 | 57.04 | - | - | - | - | |
2021.09 | 53.89 | - | - | - | - | - | - | - | - | - | 61.03 | - | - | - | |
2025.07 | 52.46 | 54.9 | 55.35 | 47.59 | 28.71 | 43.27 | 82.75 | 63.1 | 66.46 | 55.54 | - | - | - | - | |
2025.12 | 52.2 | 55.62 | 28.96 | 38.7 | 38.5 | 50.09 | 27.43 | 2.1 | 28.72 | 12.56 | - | - | - | - | |
2021.09 | 49.64 | - | - | - | - | - | - | - | - | - | 56.43 | - | - | - | |
2021.09 | 49.24 | - | - | - | - | - | - | - | - | - | 54.64 | - | - | - | |
2021.09 | 43.23 | - | - | - | - | - | - | - | - | - | 49.79 | - | - | - | |
2025.07 | 42.47 | 42.47 | 41.8 | 53.99 | 25.89 | 50.17 | 52.87 | 24.24 | 47.33 | 38.16 | - | - | - | - | |
2025.12 | 42.47 | 42.47 | 41.8 | 53.99 | 25.89 | 50.17 | 52.87 | 24.24 | 47.33 | 38.16 | - | - | - | - | |
2021.09 | 36.62 | - | - | - | - | - | - | - | - | - | 48.01 | - | - | - | |
2021.09 | 33.78 | - | - | - | - | - | - | - | - | - | 44.95 | - | - | - | |
2023.06 | - | - | - | - | - | - | - | - | - | - | - | 264 | 19 | - | |
2023.06 | - | - | - | - | - | - | - | - | - | - | - | 66 | 27 | - | |
2023.06 | - | - | - | - | - | - | - | - | - | - | - | 196 | 19 | - | |
2023.06 | - | - | - | - | - | - | - | - | - | - | - | 127 | 23 | - | |
2023.06 | - | - | - | - | - | - | - | - | - | - | - | 125 | 22 | - | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 51.6 | - | - | 52.7 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 60.2 | - | - | 59.9 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 62.6 | - | - | 73.2 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 60.4 | - | - | 70.2 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 61.2 | - | - | 58.7 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 69.6 | - | - | 65.5 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 74.7 | - | - | 74.3 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 78.6 | - | - | 72.9 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 79.4 | - | - | 77.9 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 87.1 | - | - | 76.4 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 79.8 | - | - | 78.7 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 87.8 | - | - | 75.5 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 81.1 | - | - | 76.3 | |
2023.08 | - | - | - | - | - | - | - | - | - | - | 89.2 | - | - | 72 |