Open-vocabulary Segmentation on DUT-Seg
74.37aAccEarth2Ocean
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Earth2OceanBackbone=ViT-H/14, Publication=–2025.11 | 74.37 | 55.24 | 67.66 | |
| Earth2OceanBackbone=ViT-L/14, Publication=–2025.11 | 68.28 | 41.32 | 61.86 | |
| CorrCLIPBackbone=ViT-L/14, Publication=ICCV20252025.11 | 62.93 | 37.47 | 58.53 | |
| ProxyCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 58.05 | 32.16 | 58.83 | |
| SCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 55.66 | 33.38 | 58.8 | |
| CorrCLIPBackbone=ViT-H/14, Publication=ICCV20252025.11 | 54.15 | 36.1 | 55.44 | |
| TridentBackbone=ViT-L/14, Publication=ICCV20252025.11 | 54.1 | 29.41 | 56.54 | |
| SCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 53.6 | 30.8 | 57.53 | |
| Earth2OceanBackbone=ViT-B/16, Publication=–2025.11 | 52.69 | 34.07 | 53.64 | |
| ProxyCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 50.86 | 31.29 | 55.21 | |
| TridentBackbone=ViT-H/14, Publication=ICCV20252025.11 | 42.73 | 27.15 | 51.87 | |
| SCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 34.9 | 18.88 | 45.42 | |
| ClearCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 29.31 | 14.9 | 44.36 | |
| CorrCLIPBackbone=ViT-B/16, Publication=ICCV20252025.11 | 27.24 | 16.81 | 36.41 | |
| ProxyCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 24.74 | 13.24 | 35.74 | |
| ClearCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 22.69 | 13.23 | 41.83 | |
| TridentBackbone=ViT-B/16, Publication=ICCV20252025.11 | 22.15 | 12.29 | 33.81 | |
| ClearCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 18.1 | 5.55 | 25.25 |