SENTRY: SAM2-Enhanced Neighbor-Aware and Temporally Reasoned Memory for Visual Tracking

Benchmark Model Rank Results
visual-object-tracking-on-got-10kSENTRY-D4S-L#3Average Overlap: 82.1
visual-object-tracking-on-didiSENTRY-D4S-L–Tracking quality: 0.705
visual-object-tracking-on-didiSENTRY-S2-L–Tracking quality: 0.660
visual-object-tracking-on-didiSENTRY-SR-L–Tracking quality: 0.693
visual-object-tracking-on-lasotSENTRY-D4S-L–AUC: 76.3Normalized Precision: 84.7Precision: 82.4
visual-object-tracking-on-lasotSENTRY-S2-L–AUC: 70.2Normalized Precision: 77.2Precision: 74.5
visual-object-tracking-on-lasotSENTRY-SR-L–AUC: 75.1Normalized Precision: 82.7Precision: 80.4
visual-object-tracking-on-lasot-extSENTRY-D4S-L–AUC: 61.8Normalized Precision: 76.6Precision: 73.8
visual-object-tracking-on-lasot-extSENTRY-S2-L–AUC: 57.0Normalized Precision: 71.7Precision: 67.1
visual-object-tracking-on-lasot-extSENTRY-SR-L–AUC: 61.5Normalized Precision: 75.0Precision: 72.9
visual-object-tracking-on-vot2022SENTRY-D4S-L–EAO: 0.759
visual-object-tracking-on-vot2022SENTRY-S2-L–EAO: 0.701
visual-object-tracking-on-vot2022SENTRY-SR-L–EAO: 0.715