- HQTrack at https://github.com/jiawen-zhu/HQTrack . This is the third small cutting edge video segmentation research codebase I considered. The developers tout this as having the second best score in an upcoming leaderboard release at a major conference. It's sketchy they are sharing this result before its release. The codebase is highly recommended, and I didn't end up trying it. It looks similar to SAM-Track .
# Upcoming leaderboard
The upcoming leaderboard HQTrack uses for advertisement is VOTS2023 at https://www.votchallenge.net/vots2023/ . Results will be released at ICCV2023 in Paris on October 3rd, at which point people will learn which research is the one that outcompeted HQTrack. The results paper was opened to public review on June 30th but I did not immediately find it; it looks like, whether it is on the internet or not, the intent is to hide the results until October.
I found part of this leaderboard at https://eu.aihub.ml/competitions/201#results . It is very small and HQTrack is third. From https://github.com/yoxu515/aot-benchmark .