Marine Animal Segmentation on RMAS (test)
74.2mIoUMAS-SAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAS-SAM2024.04 | 74.2 | 86.5 | 81.9 | 94.8 | 2.1 | |
| SAM2-UNetresolution=352x3522024.08 | 73.8 | 87.4 | 81 | 94.4 | 2.2 | |
| Dual-SAM2024.04 | 73.5 | 86 | 81.2 | 94.4 | 2.2 | |
| MASNet2024.04 | 73.1 | 86.2 | 80.1 | 92 | 2.4 | |
| MASNet2024.04 | 73.1 | 86.2 | 80.1 | 92 | 2.4 | |
| MASNet2024.08 | 73.1 | 86.2 | 80.1 | 92 | 2.4 | |
| ZoomNet2024.04 | 72.8 | 85.5 | 79.5 | 91.5 | 2.2 | |
| ZoomNet2024.04 | 72.8 | 85.5 | 79.5 | 91.5 | 2.2 | |
| ZoomNet2024.08 | 72.8 | 85.5 | 79.5 | 91.5 | 2.2 | |
| C2FNet2024.04 | 72.1 | 85.8 | 78.8 | 92.3 | 2.6 | |
| C2FNet2024.04 | 72.1 | 85.8 | 78.8 | 92.3 | 2.6 | |
| C2FNet2024.08 | 72.1 | 85.8 | 78.8 | 92.3 | 2.6 | |
| H2Former2024.04 | 71.7 | 84.4 | 79.9 | 93.1 | 2.3 | |
| H2Former2024.04 | 71.7 | 84.4 | 79.9 | 93.1 | 2.3 | |
| BASNet2024.04 | 70.7 | 84.7 | 77.1 | 90.7 | 3.2 | |
| BASNet2024.04 | 70.7 | 84.7 | 77.1 | 90.7 | 3.2 | |
| RankNet2024.04 | 70.4 | 84.6 | 77.2 | 92.7 | 2.6 | |
| RankNet2024.04 | 70.4 | 84.6 | 77.2 | 92.7 | 2.6 | |
| SCRN2024.04 | 69.5 | 84.2 | 73.1 | 87.8 | 3 | |
| SCRN2024.04 | 69.5 | 84.2 | 73.1 | 87.8 | 3 | |
| PFNet2024.04 | 69.4 | 84.3 | 77.1 | 92.2 | 2.6 | |
| PFNet2024.04 | 69.4 | 84.3 | 77.1 | 92.2 | 2.6 | |
| TransUNet2024.04 | 68.8 | 83.2 | 77.6 | 94.1 | 2.5 | |
| TransUNet2024.04 | 68.8 | 83.2 | 77.6 | 94.1 | 2.5 | |
| SAM-DADF2024.04 | 68.6 | 83.3 | 78 | 92.6 | 2.4 | |
| SAM-DADF2024.04 | 68.6 | 83.3 | 78 | 92.6 | 2.4 | |
| SINet2024.04 | 68.4 | 83.5 | 78 | 90.8 | 2.5 | |
| SINet2024.04 | 68.4 | 83.5 | 78 | 90.8 | 2.5 | |
| OCENet2024.04 | 68 | 83.6 | 75.2 | 90 | 3 | |
| OCENet2024.04 | 68 | 83.6 | 75.2 | 90 | 3 | |
| OCENet2024.08 | 68 | 83.6 | 75.2 | 90 | 3 | |
| Med-SAM2024.04 | 67.8 | 83.2 | 77.8 | 92 | 2.7 | |
| U2Net2024.04 | 67.6 | 83 | 76.2 | 90.4 | 2.9 | |
| U2Net2024.04 | 67.6 | 83 | 76.2 | 90.4 | 2.9 | |
| ECDNet2024.04 | 66.4 | 82.3 | 68.9 | 85.4 | 3.6 | |
| ECDNet2024.04 | 66.4 | 82.3 | 68.9 | 85.4 | 3.6 | |
| SAM-Adapter2024.04 | 65.6 | 81.6 | 75.2 | 92.7 | 2.7 | |
| SAM-Adapter2024.04 | 65.6 | 81.6 | 75.2 | 92.7 | 2.7 | |
| SETR2024.04 | 65.4 | 81.8 | 74.7 | 93.3 | 2.8 | |
| SETR2024.04 | 65.4 | 81.8 | 74.7 | 93.3 | 2.8 | |
| I-MedSAM2024.04 | 63.3 | 80.3 | 69.9 | 89.3 | 3.5 | |
| UNet++2024.04 | 55.8 | 76.3 | 64.4 | 83.5 | 4.6 | |
| UNet++2024.04 | 55.8 | 76.3 | 64.4 | 83.5 | 4.6 | |
| PFANet2024.04 | 55.6 | 76.7 | 58.2 | 81 | 5.1 | |
| PFANet2024.04 | 55.6 | 76.7 | 58.2 | 81 | 5.1 | |
| SAM2024.04 | 44.5 | 69.7 | 53.4 | 79 | 5.3 | |
| SAM2024.04 | 44.5 | 69.7 | 53.4 | 79 | 5.3 |