Segmentation on DIS5K
62.27mIoUBaseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BaselineModel=ViT-L, GFlops=1493.8, Imgs/s=4.8, Mem=5.97, Merging rate=55%2026.03 | 62.27 | 53.94 | |
| StructSAMModel=ViT-L, GFlops=1167.1, Imgs/s=5.2, Mem=4.84, Merging rate=55%2026.03 | 61.01 | 51.36 | |
| TomeSDModel=ViT-L, GFlops=1188.2, Imgs/s=7.7, Mem=4.84, Merging rate=55%2026.03 | 60.32 | 50.81 | |
| ALGMModel=ViT-L, GFlops=1249.6, Imgs/s=7.3, Mem=5.17, Merging rate=55%2026.03 | 57.74 | 46.08 | |
| BaselineModel=ViT-B, GFlops=486.4, Imgs/s=7.5, Mem=3.53, Merging rate=55%2026.03 | 55.3 | 46.97 | |
| StructSAMModel=ViT-B, GFlops=347.8, Imgs/s=16.3, Mem=2.68, Merging rate=55%2026.03 | 54.61 | 45.57 | |
| ALGMModel=ViT-B, GFlops=381.1, Imgs/s=18.2, Mem=2.93, Merging rate=55%2026.03 | 54.49 | 45.21 | |
| TomeSDModel=ViT-B, GFlops=362.3, Imgs/s=17.1, Mem=2.68, Merging rate=55%2026.03 | 51.39 | 43.16 | |
| ViDTomeModel=ViT-B, GFlops=399.8, Imgs/s=18.7, Mem=3.43, Merging rate=55%2026.03 | 43.8 | 35.77 | |
| ViDTomeModel=ViT-L, GFlops=1274.8, Imgs/s=7.8, Mem=5.83, Merging rate=55%2026.03 | 39.44 | 30.36 |