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Novel Object Detection On Lvis V1 0 Val

Metrics

All mAP
Known mAP
Novel mAP

Results

Performance results of various models on this benchmark

Paper TitleRepository
Cooperative Foundational Models19.3342.0817.42Enhancing Novel Object Detection via Cooperative Foundational Models
RNCDL6.9225.005.42Learning to Discover and Detect Objects
UNO Fini et al. (2021)++2.1821.090.61A Unified Objective for Novel Class Discovery
ORCA Cao et al. (2022)2.0320.570.49Open-World Semi-Supervised Learning
Weng et al. Weng et al. (2021)*1.6217.850.27Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision-
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Novel Object Detection On Lvis V1 0 Val | SOTA | HyperAI