How to Benchmark Vision Foundation Models for Semantic Segmentation?

18 April 2024

Papers citing "How to Benchmark Vision Foundation Models for Semantic Segmentation?"

6 / 6 papers shown

Title
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 32 0 0 25 Apr 2025
Your ViT is Secretly an Image Segmentation Model Tommie Kerssies Niccolò Cavagnero Alexander Hermans Narges Norouzi Giuseppe Averta Bastian Leibe Gijs Dubbelman Daan de Geus ViT VLM 56 1 0 24 Mar 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 55 8 0 24 Feb 2025
First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic Segmentation Tommie Kerssies Daan de Geus Gijs Dubbelman 51 2 0 25 Sep 2024
The BRAVO Semantic Segmentation Challenge Results in UNCV2024 Tuan-Hung Vu Eduardo Valle Andrei Bursuc Tommie Kerssies Daan de Geus ... Michael J. Smith F. Ferrie Shamik Basu Christos Sakaridis Luc Van Gool UQCV VLM 20 3 0 23 Sep 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021