mask AP50: 18.2
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Open Vocabulary Object Detection
Open-vocabulary detection (OVD) aims to generalize beyond the limited number of base classes labeled during the training phase. The goal is to detect novel classes defined by an unbounded (open) vocabulary at inference.
논문
mask AP50: 22.3
AP novel-LVIS base training: 39.3
AP novel-LVIS base training: 22.0
AP novel-LVIS base training: 22.6
AP novel-LVIS base training: 32.3
AP novel-LVIS base training: 34.9
AP novel-LVIS base training: 37.0
AP novel-LVIS base training: 31.5
AP novel-LVIS base training: 33.9
AP novel-LVIS base training: 34.3
AP novel-LVIS base training: 17.8
AP novel-LVIS base training: 43.4
AP novel-LVIS base training: 21.7
AP novel-LVIS base training: 22.4
AP novel-LVIS base training: 34.4
AP novel-LVIS base training: 25.2
AP novel-LVIS base training: 32.1
AP novel-LVIS base training: 40.4AP novel-Unrestricted open-vocabulary training: 45.8
AP novel-LVIS base training: 21.9
AP novel-LVIS base training: 30.2
AP novel-LVIS base training: 25.6AP novel-Unrestricted open-vocabulary training: 31.2
AP novel-LVIS base training: 21.4AP novel-Unrestricted open-vocabulary training: 22.8