Visual Object Tracking on NFS (Success Score, Precision Score, Success Rate)
70.8Success ScoreGOT-JEPA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GOT-JEPAVariant=Highest-resolution / ViT-L prioritized2026.02 | 70.8 | — | — | |
| SAMURAIYear=20262026.02 | 69.2 | — | — | |
| ARTrackv2Year=20242026.02 | 68.4 | — | — | |
| PiVOTYear=20252026.02 | 68.2 | — | — | |
| HIPTrackYear=20242026.02 | 68.2 | — | — | |
| STARKMethod Variant=S50, Parameters (M)=28.32021.12 | 68.1 | 82.5 | 86 | |
| SuperSBTYear=20242026.02 | 67.7 | — | — | |
| UniSOTYear=20262026.02 | 67.6 | — | — | |
| SATrackYear=20252026.02 | 67.5 | — | — | |
| ROMTrackYear=20232026.02 | 67.5 | — | — | |
| ToMPYear=20222026.02 | 67 | — | — | |
| MPITYear=20252026.02 | 66.9 | — | — | |
| GRMYear=20232026.02 | 66.9 | — | — | |
| MFDSTrackYear=20252026.02 | 66.8 | — | — | |
| LoRATYear=20242026.02 | 66.7 | — | — | |
| OSTrackYear=20222026.02 | 66.5 | — | — | |
| FEAR-LParameters (M)=10.10, iPhone 11 FPS=49.1, Memory (MB)=25.88, Peak memory (MB)=85.972021.12 | 65.8 | 81.4 | 83.4 | |
| KYSParameters (M)=25.87, Memory (MB)=109.63, Peak memory (MB)=295.972021.12 | 63.4 | 76.6 | 79.5 | |
| STARKMethod Variant=lightning, Parameters (M)=4.12021.12 | 62.8 | 75.4 | 79.6 | |
| FEAR-MParameters (M)=3.00, iPhone 11 FPS=87.4, Memory (MB)=18.82, Peak memory (MB)=66.242021.12 | 62.2 | 74.5 | 78.8 | |
| FEAR-XSParameters (M)=1.37, iPhone 11 FPS=205.1, Memory (MB)=9.67, Peak memory (MB)=33.652021.12 | 61.4 | 76.8 | 78.8 | |
| SiamRPN++Backbone=ResNet-50, Parameters (M)=53.95, iPhone 11 FPS=3.49, Memory (MB)=103.74, Peak memory (MB)=192.812021.12 | 59.6 | 72 | 74.8 | |
| ATOMParameters (M)=7.7, iPhone 11 FPS=11.2, Memory (MB)=102.81, Peak memory (MB)=119.512021.12 | 59.2 | 71.1 | 73.7 | |
| LightTrackParameters (M)=3.02021.12 | 59.1 | 73 | 74.3 | |
| OceanMethod Variant=offline, Parameters (M)=23.34, iPhone 11 FPS=8.2, Memory (MB)=6.28, Peak memory (MB)=30.692021.12 | 57.3 | 70.6 | 72.8 |