Object Localization 벤치마크
Object Localization on GRIT
Localization (ablation)
- 2017-03-20 — Mask R-CNN: Localization (ablation) 44.7
- 2022-02-04 — GPV-2: Localization (ablation) 53.6
- 2022-06-17 — Unified-IOXL: Localization (ablation) 67.0
| Rank | Model | Localization (ablation) | Localization (test) | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | Unified-IOXL | 67.0 | 67.1 | Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks | 2022 | |
| 2 | GPV-2 | 53.6 | 53.6 | Webly Supervised Concept Expansion for General Purpose Vision Models | 2022 | |
| 3 | Mask R-CNN | 44.7 | 45.1 | Mask R-CNN | tensorflow/models · facebookresearch/detectron2 · facebookresearch/detectron · +176 | 2017 |