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UniBench300

Limited by the file size, the whole UniBench300 can not be shared here. Thus only sevral samples are displayed here.

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UniBench300 contains RGBT, RGBD, and RGBE data simultaneously.

Benchmark-Toolkit

Download the UniBench300* files to maintain the toolkit for UniBench300.

UniBench_Toolkit.zip is the main file and create 'tracking_results' after unziped. Then unzip other files into this dictory.

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[Toolkit]: URL CODE:TZYD [Dataset]: URL CODE:TZYD

Results

To make this work more convincing, the result files of original, mixed, and CL-boosted versions on LasHeR,
DepthTrack, and VisEvent are provided. (SymTrack*)

Code

Stage Initialised Involved Data Saved Model
1 Random VisEvent SymTrack-e.pth.tar
2 SymTrack-e.pth.tar VisEvent, LasHeR SymTrack-et.pth.tar
3 SymTrack-et.pth.tar VisEvent, LasHeR, DepthTrack SymTrack-etd.pth.tar
Since the proposed continual unification process mainly differs in the trainng stage,
the core training file for configuration is provided (base-t.yaml)

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ACMMM2025-Serial Over Parallel: Learning Continual Unification for Multi-Modal Visual Object Tracking and Benchmarking

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