Open-vocabulary Segmentation on UOVSBench Average
68.17aAccEarth2Ocean
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Earth2OceanBackbone=ViT-H/14, Publication=–2025.11 | 68.17 | 49.67 | 64.89 | |
| Earth2OceanBackbone=ViT-L/14, Publication=–2025.11 | 64.91 | 44 | 61.13 | |
| CorrCLIPBackbone=ViT-H/14, Publication=ICCV20252025.11 | 61.75 | 41.26 | 55.98 | |
| TridentBackbone=ViT-H/14, Publication=ICCV20252025.11 | 59.53 | 39 | 54.28 | |
| ProxyCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 59.36 | 37.85 | 53.48 | |
| CorrCLIPBackbone=ViT-L/14, Publication=ICCV20252025.11 | 57.3 | 37.33 | 53.17 | |
| ProxyCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 55.53 | 35.32 | 51.27 | |
| TridentBackbone=ViT-L/14, Publication=ICCV20252025.11 | 55.47 | 35.4 | 51.22 | |
| Earth2OceanBackbone=ViT-B/16, Publication=–2025.11 | 54.34 | 34.32 | 49.84 | |
| CorrCLIPBackbone=ViT-B/16, Publication=ICCV20252025.11 | 48.32 | 29.56 | 44.21 | |
| ClearCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 48.06 | 27.7 | 43.69 | |
| SCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 47.64 | 27.72 | 46.1 | |
| SCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 46.85 | 26.83 | 44.03 | |
| TridentBackbone=ViT-B/16, Publication=ICCV20252025.11 | 45.7 | 27.14 | 40.52 | |
| ProxyCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 45.3 | 26.29 | 40.19 | |
| ClearCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 44.83 | 25.27 | 40.64 | |
| SCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 40.94 | 21.57 | 37.55 | |
| ClearCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 38.08 | 18.23 | 30.26 |