COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts

24 July 2023

Hang Su

Papers citing "COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts"

20 / 20 papers shown

Title
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts Jiansheng Li Xingxuan Zhang Hao Zou Yige Guo Renzhe Xu Yilong Liu Chuzhao Zhu Yue He Peng Cui VLM 37 0 0 14 Apr 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery Sara Al-Emadi Yin Yang Ferda Ofli 36 0 0 24 Mar 2025
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 96 14 0 03 Dec 2024
Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models Shenghao Fu Junkai Yan Q. Yang Xihan Wei Xiaohua Xie Wei-Shi Zheng VLM 25 3 0 25 Oct 2024
From COCO to COCO-FP: A Deep Dive into Background False Positives for COCO Detectors Longfei Liu Wen Guo S. Huang Cheng Li Xi Shen ObjD 33 0 0 12 Sep 2024
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation Alberto Bacchin Davide Allegro Stefano Ghidoni Emanuele Menegatti 42 1 0 02 Sep 2024
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection Lewei Yao Renjie Pi Jianhua Han Xiaodan Liang Hang Xu Wei Zhang Zhenguo Li Dan Xu VLM ObjD 45 20 0 14 Apr 2024
Identification of Fine-grained Systematic Errors via Controlled Scene Generation Valentyn Boreiko Matthias Hein J. H. Metzen 27 1 0 10 Apr 2024
Open-Vocabulary Object Detectors: Robustness Challenges under Distribution Shifts Prakash Chandra Chhipa Kanjar De Meenakshi Subhash Chippa Rajkumar Saini Marcus Liwicki ObjD VLM 31 1 0 01 Apr 2024
A Survey on Evaluation of Out-of-Distribution Generalization Han Yu Jiashuo Liu Xingxuan Zhang Jiayun Wu Peng Cui OOD 42 9 0 04 Mar 2024
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing Zijin Yin Kongming Liang Bing Li Zhanyu Ma Jun Guo VLM 33 2 0 02 Mar 2024
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models Rizhao Cai Zirui Song Dayan Guan Zhenhao Chen Xing Luo Chenyu Yi Alex C. Kot MLLM VLM 25 31 0 05 Dec 2023
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 43 26 0 22 Sep 2022
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 183 258 0 10 Nov 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 209 487 0 01 Oct 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 251 620 0 21 May 2021
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 173 686 0 22 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 252 3,369 0 09 Mar 2020
Feature Pyramid Networks for Object Detection Tsung-Yi Lin Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 168 21,804 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 294 10,216 0 16 Nov 2016