Object Counting 벤치마크
Object Counting on PASCAL VOC
mRMSE 낮을수록 좋음
- 2016-04-12 — CEOES: mRMSE 0.42
- 2019-03-06 — ILC: mRMSE 0.29
- 2023-06-30 — TFOC: mRMSE 0.0084
| Rank | Model | mRMSE | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | TFOC | 0.0084 | Training-free Object Counting with Prompts | shizenglin/training-free-object-counter | 2023 |
| 2 | ILC | 0.29 | Object Counting and Instance Segmentation with Image-level Supervision | GuoleiSun/CountSeg · alzayats/CountSeg-1 | 2019 |
| 3 | CEOES | 0.42 | Counting Everyday Objects in Everyday Scenes | prithv1/cvpr2017_counting | 2016 |