SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking

Benchmark Model Rank Results
visual-object-tracking-on-got-10kSPMTrack-G#3Average Overlap: 81Success Rate 0.5: 89.2Success Rate 0.75: 82.3
visual-object-tracking-on-got-10kSPMTrack-L#6Average Overlap: 80Success Rate 0.5: 89.4Success Rate 0.75: 79.9
visual-object-tracking-on-got-10kSPMTrack-B#17Average Overlap: 76.5Success Rate 0.5: 85.9Success Rate 0.75: 76.3
visual-object-tracking-on-lasotSPMTrack-G#1AUC: 77.4Normalized Precision: 86.6Precision: 85
visual-object-tracking-on-lasotSPMTrack-L#2AUC: 76.8Normalized Precision: 85.9Precision: 84
visual-object-tracking-on-lasotSPMTrack-B#8AUC: 74.9Normalized Precision: 84Precision: 81.7
visual-object-tracking-on-needforspeedSPMTrack-B#7AUC: 0.674
visual-object-tracking-on-otb-2015SPMTrack-B#1AUC: 0.727
visual-object-tracking-on-tnl2kSPMTrack-G#2AUC: 64.7precision: 70.6Normalized Precision: 82.6
visual-object-tracking-on-tnl2kSPMTrack-L#3AUC: 63.7precision: 69.2Normalized Precision: 81.5
visual-object-tracking-on-tnl2kSPMTrack-B#7AUC: 62.0precision: 66.7Normalized Precision: 79.7
visual-object-tracking-on-trackingnetSPMTrack-G#2Accuracy: 87.3Normalized Precision: 91.4Precision: 88.1
visual-object-tracking-on-trackingnetSPMTrack-L#3Accuracy: 86.9Normalized Precision: 91Precision: 87.2
visual-object-tracking-on-trackingnetSPMTrack-B#8Accuracy: 86.1Normalized Precision: 90.2Precision: 85.6
visual-object-tracking-on-uav123SPMTrack-B#5AUC: 0.717