Surgical Instrument Segmentation on EndoVis 2017
79.9Ch_IoUTP-SIS
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| TP-SISInput Resolution=896, Supervision Type=text promptable2023.06 | 79.9 | 77.83 | 68.58 | 73.52 | 92.74 | 83.9 | 0.13 | 74.7 | 0 | 56.22 | |
| TP-SISInput Resolution=448, Supervision Type=text promptable2023.06 | 77.79 | 76.45 | 69.57 | 68.91 | 89.88 | 82.6 | 0 | 72.53 | 0 | 54.78 | |
| S3NetSupervision Type=conventional supervised2023.06 | 72.54 | 71.99 | 75.08 | 54.32 | 61.84 | 35.5 | 27.47 | 43.23 | 28.38 | 46.55 | |
| TP-SISInput Resolution=896, Supervision Type=text promptable, Evaluation Protocol=cross-dataset2023.06 | 72.18 | 70.44 | 65.54 | 58.19 | 84.01 | 67.3 | 0.06 | 68.47 | 0.06 | 49.09 | |
| MATISSupervision Type=conventional supervised2023.06 | 71.36 | 66.28 | 68.37 | 53.26 | 53.55 | 31.89 | 27.34 | 21.34 | 26.53 | 41.09 | |
| CLIPSegSupervision Type=text promptable2023.06 | 70.15 | 65.02 | 51.29 | 42.27 | 49.56 | 30.12 | 9.96 | 30.69 | 20.05 | 33.42 | |
| CRISSupervision Type=text promptable2023.06 | 69.91 | 67.83 | 54.87 | 50.21 | 68.33 | 50.12 | 0 | 43.97 | 0 | 38.21 | |
| TraSeTRSupervision Type=conventional supervised2023.06 | 60.4 | 65.2 | 45.2 | 56.7 | 55.8 | 38.9 | 11.4 | 31.3 | 18.2 | 36.79 | |
| ISINetSupervision Type=conventional supervised2023.06 | 55.62 | 52.2 | 38.7 | 38.5 | 50.09 | 27.43 | 2.01 | 28.72 | 12.56 | 28.96 | |
| MF-TAPNetSupervision Type=conventional supervised2023.06 | 37.35 | 13.49 | 16.39 | 14.11 | 19.01 | 8.11 | 0.31 | 4.09 | 13.4 | 10.77 | |
| TernausNet-11Supervision Type=conventional supervised2023.06 | 35.27 | 12.67 | 13.45 | 12.39 | 20.51 | 5.97 | 1.08 | 1 | 16.76 | 10.17 |