RGB-Event Visual Object Tracking on RGB-Event Tracking Efficiency Evaluation
74.4FPSTENet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TENetParams=130.3M2025.09 | 74.4 | 149.4 | 149.4 | — | — | — | |
| ISTASTrack (ANN-ANN)Params=92.5M2025.09 | 65.5 | 112.7 | 258.9 | — | — | — | |
| BATParams=92.4M2025.09 | 59.6 | 112.9 | 259.7 | — | — | — | |
| ISTASTrack (ANN-SNN)Params=157.7M, Time steps (T)=1, Model Configuration=w/o ISTA2025.09 | 37.5 | 67.8 | 144.2 | — | — | — | |
| ISTASTrack (ANN-SNN)Params=158.05M, Time steps (T)=12025.09 | 32.9 | 66.2 | 146 | 58.3 | 3.7 | 4.2 | |
| SpikeFETParams=105.5M2025.09 | 26.2 | 53.2 | 104.8 | — | — | — | |
| MMHTParams=14.0M2025.09 | 24.5 | 9.8 | 22.5 | — | — | — | |
| ISTASTrack (ANN-SNN)Params=158.05M, Time steps (T)=32025.09 | 21.2 | 69.8 | 169.1 | 58.5 | 10.9 | 11.4 | |
| ISTA AdapterParams=0.32M2025.09 | — | — | — | 0.31 | — | — | |
| TDAParams=812025.09 | — | — | — | 0.0032 | — | — |