Uni-MDTrack: Learning Decoupled Memory and Dynamic States for Parameter-Efficient Visual Tracking in All Modality

Benchmark Model Rank Results
rgb-t-tracking-on-lasherUni-MDTrack-B–Precision: 76.7Success: 61.2
rgb-t-tracking-on-lasherUni-MDTrack-L–Precision: 77.9Success: 62.1
visual-object-tracking-on-lasotUni-MDTrack-B (RGB)–AUC: 75.6Normalized Precision: 85.1Precision: 83.8
visual-object-tracking-on-lasot-extUni-MDTrack-B (RGB)–AUC: 54.8Normalized Precision: 65.6Precision: 62.1
visual-object-tracking-on-tnl2kUni-MDTrack-B–AUC: 67.6
visual-object-tracking-on-tnl2kUni-MDTrack-L–AUC: 70.4
visual-object-tracking-on-trackingnetUni-MDTrack-B (RGB)–Accuracy: 86.4Normalized Precision: 90.6Precision: 86.2