Segmentation on ThinObject5K (test)
75.8mIoUStructSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StructSAMModel=ViT-L, GFlops=1167.1, Imgs/s=5.2, Mem=4.84, Merging rate=55%2026.03 | 75.8 | 63.81 | |
| BaselineModel=ViT-L, GFlops=1493.8, Imgs/s=4.8, Mem=5.97, Merging rate=55%2026.03 | 75.5 | 64.71 | |
| TomeSDModel=ViT-L, GFlops=1188.2, Imgs/s=7.7, Mem=4.84, Merging rate=55%2026.03 | 73.68 | 61.98 | |
| ALGMModel=ViT-L, GFlops=1249.6, Imgs/s=7.3, Mem=5.17, Merging rate=55%2026.03 | 71.77 | 57.68 | |
| StructSAMModel=ViT-B, GFlops=347.8, Imgs/s=16.3, Mem=2.68, Merging rate=55%2026.03 | 63.3 | 52.06 | |
| BaselineModel=ViT-B, GFlops=486.4, Imgs/s=7.5, Mem=3.53, Merging rate=55%2026.03 | 63.28 | 52.65 | |
| ALGMModel=ViT-B, GFlops=381.1, Imgs/s=18.2, Mem=2.93, Merging rate=55%2026.03 | 62.27 | 50.24 | |
| TomeSDModel=ViT-B, GFlops=362.3, Imgs/s=17.1, Mem=2.68, Merging rate=55%2026.03 | 58.09 | 48.24 | |
| ViDTomeModel=ViT-B, GFlops=399.8, Imgs/s=18.7, Mem=3.43, Merging rate=55%2026.03 | 49.74 | 37.21 | |
| ViDTomeModel=ViT-L, GFlops=1274.8, Imgs/s=7.8, Mem=5.83, Merging rate=55%2026.03 | 47.51 | 31.05 |