Best paper (1000 EUR)

Contrastive Learning in Frequency Domain for Non-I.I.D. Image Classification
Huan Shao, Zhaoquan Yuan, Xiao Peng, Xiao Wu

Best demo

A System for Interactive Multimedia Retrieval Evaluations
Luca Rossetto, Ralph Gasser, Loris Sauter, Abraham Bernstein, Heiko Schuldt

Best VBS system (1000 EUR, sponsored by Springer)

vitrivr
Towards Explainable Interactive Multi-Modal Video Retrieval with vitrivr
Silvan Heller, Ralph Gasser, Cristina Illi, Maurizio Pasquinelli, Loris Sauter, Florian Spiess, Heiko Schuldt

Best AVS task at VBS (500 EUR)

vitrivr
Towards Explainable Interactive Multi-Modal Video Retrieval with vitrivr
Silvan Heller, Ralph Gasser, Cristina Illi, Maurizio Pasquinelli, Loris Sauter, Florian Spiess, Heiko Schuldt

Best visual task at VBS (500 EUR)

VIRET
W2VV++ BERT Model at VBS 2021
Ladislav Peska, Gregor Kovalcik, Tomáš Souček, Vit Skrhak, Jakub Lokoc

Best textual task at VBS (500 EUR)

SOMHunter
SOMHunter V2 at Video Browser Showdown 2021.
Patrik Veselý, Frantisek Mejzlik, Jakub Lokoč