Interactive Segmentation on Computation Analysis
3.72Parameters (MB) (Segmentor)FocalClick-B0-S1
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FocalClick-B0-S1Backbone=SegFormer-B0, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 3.72 | 0.016 | 0.43 | 0.17 | 41 | 59 | |
| FocalClick-B0-S2Backbone=SegFormer-B0, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 3.72 | 0.016 | 1.77 | 0.17 | 140 | 60 | |
| hrnet18sInput Size=400, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 4.22 | 0 | 8.96 | 0 | 470 | 0 | |
| hrnet18sInput Size=600, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 4.22 | 0 | 20.17 | 0 | 1,020 | 0 | |
| FocalClick-hrnet18s-S1Backbone=hrnet18s, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 4.22 | 0.011 | 0.91 | 0.15 | 80 | 50 | |
| FocalClick-hrnet18s-S2Backbone=hrnet18s, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 4.22 | 0.011 | 3.66 | 0.16 | 213 | 51 | |
| hrnet32Input Size=400, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 30.95 | 0 | 40.42 | 0 | 1,387 | 0 | |
| FocalClick-hrnet32-S2Backbone=hrnet32, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 30.95 | 0.025 | 16.92 | 0.2 | 650 | 51 | |
| resnet50Input Size=400, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 31.38 | 0 | 84.63 | 0 | 2,359 | 0 | |
| FocalClick-B3-S2Backbone=SegFormer-B3, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 45.6 | 0.025 | 12.72 | 0.2 | 634 | 72 | |
| resnet101Input Size=512, Hardware=CPU laptop (2.4 GHz, 4x Intel Core i5)2022.04 | 50.37 | 0 | 216.55 | 0 | 6,267 | 58 |