Semantic Segmentation on M4D Dataset 24 (test)
97.02SeaSurface IoUTransOilSeg
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TransOilSeg2026.03 | 97.02 | 61.38 | 62.41 | 33.49 | 94.39 | 69.74 | |
| OSDMamba2026.03 | 96.47 | 65.59 | 47.57 | 46.85 | 94.76 | 70.25 | |
| Deeplabv3+2026.03 | 96.43 | 53.38 | 55.4 | 27.63 | 92.44 | 65.06 | |
| SAM-OIL2026.03 | 96.05 | 51.6 | 55.6 | 52.55 | 91.81 | 69.52 | |
| Deeplabv2Multi-scale=true2026.03 | 95.39 | 49.28 | 31.26 | 88.65 | 93.97 | 62.83 | |
| OilSAM22026.03 | 95.1 | 65.92 | 54.16 | 56.18 | 92.07 | 72.62 | |
| LinkNet2026.03 | 94.99 | 51.53 | 43.24 | 40.23 | 93.97 | 64.79 | |
| YOLOv8-SAM2026.03 | 94.34 | 41.84 | 48.15 | 52.48 | 87.65 | 64.89 | |
| Deeplabv22026.03 | 94.09 | 25.57 | 40.3 | 11.41 | 74.99 | 49.27 | |
| Unet2026.03 | 93.9 | 53.79 | 39.55 | 44.93 | 92.68 | 64.97 | |
| PSPNet2026.03 | 92.78 | 40.1 | 33.79 | 24.42 | 86.9 | 55.6 |