Segmentation on HRSOD
89.67mIoUBaseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BaselineModel=ViT-L, GFlops=1493.8, Imgs/s=4.8, Mem=5.97, Merging rate=55%2026.03 | 89.67 | 82.65 | |
| TomeSDModel=ViT-L, GFlops=1188.2, Imgs/s=7.7, Mem=4.84, Merging rate=55%2026.03 | 88.58 | 80.99 | |
| StructSAMModel=ViT-L, GFlops=1167.1, Imgs/s=5.2, Mem=4.84, Merging rate=55%2026.03 | 88.39 | 80.46 | |
| ALGMModel=ViT-L, GFlops=1249.6, Imgs/s=7.3, Mem=5.17, Merging rate=55%2026.03 | 87.53 | 78.85 | |
| StructSAMModel=ViT-B, GFlops=347.8, Imgs/s=16.3, Mem=2.68, Merging rate=55%2026.03 | 86.67 | 76.84 | |
| BaselineModel=ViT-B, GFlops=486.4, Imgs/s=7.5, Mem=3.53, Merging rate=55%2026.03 | 86.64 | 76.56 | |
| ALGMModel=ViT-B, GFlops=381.1, Imgs/s=18.2, Mem=2.93, Merging rate=55%2026.03 | 85.97 | 76.52 | |
| TomeSDModel=ViT-B, GFlops=362.3, Imgs/s=17.1, Mem=2.68, Merging rate=55%2026.03 | 85.34 | 75.66 | |
| ViDTomeModel=ViT-B, GFlops=399.8, Imgs/s=18.7, Mem=3.43, Merging rate=55%2026.03 | 75.89 | 62.2 | |
| ViDTomeModel=ViT-L, GFlops=1274.8, Imgs/s=7.8, Mem=5.83, Merging rate=55%2026.03 | 60.79 | 46.56 |