MODEL_ZOO.md

SeqTrack Model Zoo

Here we provide the performance of the SeqTrack trackers on multiple tracking benchmarks and the corresponding raw results. The model weights and the corresponding training logs are also given by the links.

Tracking

Models

Model	LaSOT AUC (%)	LaSOT-ext AUC (%)	GOT-10k AO (%)	TrackingNet AUC (%)	VOT2020-bbox EAO	VOT2020-mask EAO	TNL2K AUC (%)	NFS AUC (%)	UAV AUC (%)	Models
SeqTrack-B256	69.9	49.5	74.7	83.3	29.1	52.0	54.9	67.6	69.2	model	log
SeqTrack-B384	71.5	50.5	74.5	83.9	31.2	52.2	56.4	66.7	68.6	model	log
SeqTrack-L256	72.1	50.5	74.5	85.0	31.3	55.5	56.9	66.9	69.7	model	log
SeqTrack-L384	72.5	50.7	74.8	85.5	31.9	56.1	57.8	66.2	68.5	model	log

The downloaded checkpoints should be organized in the following structure

${SeqTrack_ROOT}
 -- checkpoints
     -- train
         -- seqtrack
             -- seqtrack_b256
                 SEQTRACK.pth.tar
             -- seqtrack_b256_got
                 SEQTRACK.pth.tar
             -- seqtrack_b384
                 SEQTRACK.pth.tar
             -- seqtrack_b384_got
                 SEQTRACK.pth.tar
             -- seqtrack_l256
                 SEQTRACK.pth.tar
             -- seqtrack_l256_got
                 SEQTRACK.pth.tar
             -- seqtrack_l384
                 SEQTRACK.pth.tar
             -- seqtrack_l384_got
                 SEQTRACK.pth.tar

Raw Results

The raw results are in the format [top_left_x, top_left_y, width, height]. Raw results of GOT-10K and TrackingNet can be directly submitted to the corresponding evaluation servers. The folder test/tracking_results/ contains raw results and results should be organized in the following structure

${SeqTrack_ROOT}
 -- test
     -- tracking_results
         -- seqtrack
             -- seqtrack_b256
                 --lasot
                     airplane-1.txt
                     airplane-13.txt
                     ...
                 --lasot_extension_subset
                     atv-1.txt
                     atv-2.txt
                     ...
             -- seqtrack_b384
                 --lasot
                     airplane-1.txt
                     airplane-13.txt
                     ...
             ...

The raw results of VOT2020 should be organized in the following structure

${SeqTrack_ROOT}
 -- external
     -- vot20
         -- seqtrack
             -- results
                 --seqtrack_b256_ar
                 --seqtrack_b384_ar
                 ...