Method Detail: Instancerefer

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Benchmark: VLMOD
Short name: Instancerefer
Long name: Instancerefer
Description: @inproceedings{yuan2021instancerefer, title={Instancerefer: Cooperative holistic understanding for visual grounding on point clouds through instance multi-level contextual referring}, author={Yuan, Zhihao and Yan, Xu and Liao, Yinghong and Zhang, Ruimao and Wang, Sheng and Li, Zhen and Cui, Shuguang}, booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision}, pages={1791--1800}, year={2021} }
Reference: Yuan, Zhihao, Yan, Xu, Liao, Yinghong, Zhang, Ruimao, Wang, Sheng, Li, Zhen, Cui, Shuguang, Instancerefer: Cooperative holistic understanding for visual grounding on point clouds through instance multi-level contextual referring. In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021.
Last submitted: August 31, 2025
Published: August 31, 2025 at 11:21:56
Submissions: 1
Project page / code: N/A
Open source: No

Benchmark performance

Submission Date F1 (↑) Precision (↑) Recall (↑) TP (↑) FP (↓) FN (↓)
2025-08-31 11:22 58.6800 45.3000 83.2700 50397 60854 10122