Object Counting 벤치마크
Object Counting on COCO count-test
m-reIRMSE 낮을수록 좋음
- 2016-04-12 — ens: m-reIRMSE 0.18
| Rank | Model | m-reIRMSE | m-reIRMSE-nz | mRMSE | mRMSE-nz | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | ens | 0.18 | 0.81 | 0.36 | 1.98 | Counting Everyday Objects in Everyday Scenes | prithv1/cvpr2017_counting | 2016 |
| 1 | Seq-sub-ft-3x3 | 0.18 | 0.82 | 0.35 | 1.96 | Counting Everyday Objects in Everyday Scenes | prithv1/cvpr2017_counting | 2016 |
| 1 | Supervised Density Map | 0.18 | 0.84 | 0.34 | 1.89 | Object Counting and Instance Segmentation with Image-level Supervision | GuoleiSun/CountSeg · alzayats/CountSeg-1 | 2019 |
| 4 | LC-ResFCN | 0.19 | 0.99 | 0.38 | 2.20 | Where are the Blobs: Counting by Localization with Point Supervision | ElementAI/LCFCN · andohuman/RebarCounting · CJLee94/Point-Supervised-Segmentation | 2018 |
| 5 | Fast-RCNN | 0.20 | 1.13 | 0.49 | 2.78 | Counting Everyday Objects in Everyday Scenes | prithv1/cvpr2017_counting | 2016 |
| 6 | glance-ft-2L | 0.23 | 0.91 | 0.42 | 2.25 | Counting Everyday Objects in Everyday Scenes | prithv1/cvpr2017_counting | 2016 |
| 7 | Aso-sub-ft-3x3 | 0.24 | 0.87 | 0.38 | 2.08 | Counting Everyday Objects in Everyday Scenes | prithv1/cvpr2017_counting | 2016 |