What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation

What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation

27 June 2023

Benedikt Blumenstiel

Johannes Jakubik

Michael Vossing

Papers citing "What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation"

13 / 13 papers shown

Title
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 42 0 0 06 May 2025
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding C. Seibold Simon Reiß Saquib Sarfraz M. Fink Victoria L. Mayer Jan Sellner Moon S. Kim Klaus H. Maier-Hein Jens Kleesiek Rainer Stiefelhagen 31 18 0 07 Oct 2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Ahmad Darkhalil Dandan Shan Bin Zhu Jian Ma Amlan Kar Richard E. L. Higgins Sanja Fidler David Fouhey Dima Damen VOS 44 98 0 26 Sep 2022
SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity T. Haucke H. Kühl Volker Steinhage 33 11 0 19 Sep 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 189 499 0 22 Feb 2022
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 71 150 0 16 Jul 2021
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images Libo Wang Rui Li Chenxi Duan Ce Zhang Xiaoliang Meng Shenghui Fang ViT 115 247 0 25 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,693 0 11 Feb 2021
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images A. Mahbod Gerald Schaefer Benjamin Bancher Christine Löw Georg Dorffner R. Ecker Isabella Ellinger 127 92 0 02 Jan 2021
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiaofeng Wang Song Wang ViT 67 64 0 20 Oct 2020
Robust Medical Instrument Segmentation Challenge 2019 T. Ross Annika Reinke Peter M. Full M. Wagner H. Kenngott ... Lei Zhu Manuel Wiesenfarth A. Kopp-Schneider Beat P. Müller-Stich Lena Maier-Hein 54 43 0 23 Mar 2020
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,827 0 18 Aug 2016
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 173 840 0 09 Feb 2016