Interactive Segmentation on General Efficiency Benchmarking
84.89Parameters (MB)SimpleClick-ViT-B-448
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SimpleClick-ViT-B-448Hardware=GPU NVIDIA 3090, Evaluation Protocol=average of four clicks, Input Resolution=448, Backbone=ViT-B2024.01 | 84.89 | 96.46 | 183 | |
| Ours-ViT-B+MSTHardware=GPU NVIDIA 3090, Evaluation Protocol=average of four clicks, Backbone=ViT-B2024.01 | 166.77 | 206.82 | 225 | |
| SimpleClick-ViT-L-448Hardware=GPU NVIDIA 3090, Evaluation Protocol=average of four clicks, Input Resolution=448, Backbone=ViT-L2024.01 | 322.18 | 266.44 | 300 | |
| SAM-VIT-H-1024Hardware=GPU NVIDIA 3090, Evaluation Protocol=average of four clicks, Input Resolution=1024, Backbone=ViT-H2024.01 | 635.63 | 2,802.69 | 1,003 | |
| HQ-SAM-VIT-H-1024Hardware=GPU NVIDIA 3090, Evaluation Protocol=average of four clicks, Input Resolution=1024, Backbone=ViT-H2024.01 | 637.23 | 2,830.34 | 1,102 | |
| SimpleClick-ViT-H-448Hardware=GPU NVIDIA 3090, Evaluation Protocol=average of four clicks, Input Resolution=448, Backbone=ViT-H2024.01 | 659.39 | 700.96 | 585 |