Open-vocabulary Segmentation on MAS3K
67.26aAccEarth2Ocean
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Earth2OceanBackbone=ViT-H/14, Publication=–2025.11 | 67.26 | 47.15 | 67.4 | |
| ProxyCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 64.81 | 37.91 | 56.33 | |
| TridentBackbone=ViT-H/14, Publication=ICCV20252025.11 | 64.08 | 40.43 | 58.34 | |
| Earth2OceanBackbone=ViT-L/14, Publication=–2025.11 | 63.99 | 40.94 | 61.87 | |
| CorrCLIPBackbone=ViT-H/14, Publication=ICCV20252025.11 | 62.43 | 40.34 | 57.73 | |
| ClearCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 60.53 | 39.26 | 57.64 | |
| CorrCLIPBackbone=ViT-L/14, Publication=ICCV20252025.11 | 56.97 | 34.57 | 54.01 | |
| TridentBackbone=ViT-L/14, Publication=ICCV20252025.11 | 54.96 | 34.25 | 54.53 | |
| ProxyCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 54.79 | 33.3 | 53.1 | |
| ClearCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 51.22 | 32.09 | 48.98 | |
| Earth2OceanBackbone=ViT-B/16, Publication=–2025.11 | 50.42 | 28.41 | 42.34 | |
| CorrCLIPBackbone=ViT-B/16, Publication=ICCV20252025.11 | 48.26 | 27.19 | 41.55 | |
| SCLIPBackbone=ViT-H/14, Publication=ECCV20242025.11 | 47.95 | 26.14 | 43.11 | |
| SCLIPBackbone=ViT-L/14, Publication=ECCV20242025.11 | 46.5 | 25.33 | 41.66 | |
| TridentBackbone=ViT-B/16, Publication=ICCV20252025.11 | 45.85 | 25.76 | 38.03 | |
| ProxyCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 44.76 | 24.05 | 36.65 | |
| ClearCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 43.54 | 23.11 | 31.84 | |
| SCLIPBackbone=ViT-B/16, Publication=ECCV20242025.11 | 37.66 | 17.55 | 29.48 |