Segmentation on COIFT
92.65mIoUBaseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BaselineModel=ViT-L, GFlops=1493.8, Imgs/s=4.8, Mem=5.97, Merging rate=55%2026.03 | 92.65 | 87.4 | |
| StructSAMModel=ViT-L, GFlops=1167.1, Imgs/s=5.2, Mem=4.84, Merging rate=55%2026.03 | 90.73 | 84.26 | |
| TomeSDModel=ViT-L, GFlops=1188.2, Imgs/s=7.7, Mem=4.84, Merging rate=55%2026.03 | 90.51 | 84.67 | |
| BaselineModel=ViT-B, GFlops=486.4, Imgs/s=7.5, Mem=3.53, Merging rate=55%2026.03 | 89.14 | 82.54 | |
| StructSAMModel=ViT-B, GFlops=347.8, Imgs/s=16.3, Mem=2.68, Merging rate=55%2026.03 | 87.74 | 80.85 | |
| TomeSDModel=ViT-B, GFlops=362.3, Imgs/s=17.1, Mem=2.68, Merging rate=55%2026.03 | 87.29 | 80.39 | |
| ALGMModel=ViT-B, GFlops=381.1, Imgs/s=18.2, Mem=2.93, Merging rate=55%2026.03 | 86.66 | 79.79 | |
| ALGMModel=ViT-L, GFlops=1249.6, Imgs/s=7.3, Mem=5.17, Merging rate=55%2026.03 | 85.96 | 78.45 | |
| ViDTomeModel=ViT-B, GFlops=399.8, Imgs/s=18.7, Mem=3.43, Merging rate=55%2026.03 | 80.52 | 69.55 | |
| ViDTomeModel=ViT-L, GFlops=1274.8, Imgs/s=7.8, Mem=5.83, Merging rate=55%2026.03 | 61.73 | 46.16 |