Object Tracking on NFS 30
63.1AUCLowFormer-Track
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LowFormer-TrackTX2 fps=51, GPU fps=92, Backbone=LowFormer-B1.5, Search Resolution=224x224, Template Resolution=112x1122026.03 | 63.1 | 75 | |
| SMATTX2 fps=53, GPU fps=90, Search Resolution=256x256, Template Resolution=128x1282026.03 | 62.4 | 74 | |
| SEAT_LT(ours)Orientation=GPU-constrained platforms, Year=2023, Type=mlp, FPS=80.54, Latency (ms)=12.42026.03 | 61.1 | — | |
| E.T.TrackOrientation=GPU-constrained platforms, Year=2023, Type=trans, FPS=48.15, Latency (ms)=20.82026.03 | 59 | — | |
| FEAR(XS)Orientation=GPU-constrained platforms, Year=2022, Type=cnn, FPS=123.33, Latency (ms)=8.12026.03 | 58.3 | — | |
| LightTrack(M)Orientation=GPU-constrained platforms, Year=2021, Type=cnn, FPS=50.20, Latency (ms)=19.92026.03 | 56.3 | — | |
| ECOOrientation=GPU-constrained platforms, Year=20172026.03 | 46.6 | — |