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How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection

25 August 2023

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Papers citing "How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection"

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Title
One RL to See Them All: Visual Triple Unified Reinforcement Learning Yan Ma Linge Du Xuyang Shen Shaoxiang Chen Pengfei Li Qibing Ren Lizhuang Ma Yuchao Dai Pengfei Liu Junjie Yan OffRL LRM 113 0 0 23 May 2025
OpenScan: A Benchmark for Generalized Open-Vocabulary 3D Scene Understanding Youjun Zhao Jiaying Lin Shuquan Ye Qianshi Pang Rynson W. H. Lau 129 2 0 20 Aug 2024
V3Det: Vast Vocabulary Visual Detection Dataset Jiaqi Wang Pan Zhang Tao Chu Yuhang Cao Yujie Zhou Tong Wu Bin Wang Conghui He Dahua Lin VLM ObjD 93 54 0 07 Apr 2023
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations Tiancheng Zhao Tianqi Zhang Mingwei Zhu Haozhan Shen Kyusong Lee Xiaopeng Lu Jianwei Yin VLM CoGe MLLM 98 97 0 01 Jul 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Zi-Yi Dou Aishwarya Kamath Zhe Gan Pengchuan Zhang Jianfeng Wang ... Ce Liu Yann LeCun Nanyun Peng Jianfeng Gao Lijuan Wang VLM ObjD 103 127 0 15 Jun 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 167 1,451 0 07 Mar 2022
Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities Xin Du Bénédicte Legastelois B. Ganesh A. Rajan Hana Chockler Vaishak Belle Stuart Anderson S. Ramamoorthy AAML 64 6 0 27 Jan 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 103 614 0 07 Jan 2022
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 126 1,062 0 07 Dec 2021
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs Christoph Schuhmann Richard Vencu Romain Beaumont R. Kaczmarczyk Clayton Mullis Aarush Katta Theo Coombes J. Jitsev Aran Komatsuzaki VLM MLLM CLIP 240 1,429 0 03 Nov 2021
Learning to Predict Visual Attributes in the Wild Khoi Pham Kushal Kafle Zhe Lin Zhi Ding Scott D. Cohen Q. Tran Abhinav Shrivastava 45 112 0 17 Jun 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 179 883 0 26 Apr 2021
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 208 1,107 0 08 May 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 121 1,941 0 13 Apr 2020
PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection Yue Liao Si Liu Fei Wang Yanjie Chen Chen Qian Jiashi Feng 125 267 0 30 Dec 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 103 1,371 0 08 Aug 2019
Learning to Detect Human-Object Interactions Yu-Wei Chao Yunfan Liu Michael Xieyang Liu Huayi Zeng Jia Deng 66 508 0 17 Feb 2017
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,997 0 08 Jun 2015
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer Liwei Wang Christopher M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik 202 2,060 0 19 May 2015
Fast R-CNN Ross B. Girshick ObjD 306 25,059 0 30 Apr 2015