Visual Object Tracking on NFS (Need for Speed) 30 FPS (test)
66.9AUCTOMP
Evaluation Results
| Method | Links | |
|---|---|---|
| TOMP2023.03 | 66.9 | |
| FARTracktinyGPU FPS=135, CPU FPS=532026.02 | 66.9 | |
| TMT2023.03 | 66.5 | |
| KeepTrack2021.03 | 66.4 | |
| TrDiMP2021.03 | 66.2 | |
| TrDiMPSpeed (FPS)=262021.03 | 65.8 | |
| TransT2023.03 | 65.7 | |
| TransT2021.03 | 65.7 | |
| GRM2023.03 | 65.6 | |
| KeepTrackFastspeed=fast2021.03 | 65.3 | |
| STARK2023.03 | 65.2 | |
| FARTracknanoGPU FPS=210, CPU FPS=772026.02 | 65.1 | |
| AsymTrack-SGPU FPS=136, CPU FPS=482026.02 | 64.9 | |
| OSTrack2023.03 | 64.7 | |
| SuperDiMP2021.03 | 64.7 | |
| AsymTrack-BGPU FPS=135, CPU FPS=322026.02 | 64.4 | |
| KYSSpeed (FPS)=202021.03 | 64.1 | |
| SiamR-CNNSpeed (FPS)=4.72021.03 | 63.9 | |
| SiamR-CNN2021.03 | 63.9 | |
| HiT-BaseGPU FPS=116, CPU FPS=302026.02 | 63.6 | |
| PrDiMP-50Speed (FPS)=302021.03 | 63.5 | |
| TrSiamSpeed (FPS)=352021.03 | 63.5 | |
| PrDiMP2021.03 | 63.5 | |
| KYS2021.03 | 63.5 | |
| LiteTrack-B4GPU FPS=195, CPU FPS=292026.02 | 63.4 | |
| AsymTrack-TGPU FPS=145, CPU FPS=552026.02 | 63.3 | |
| CRACT2021.03 | 62.5 | |
| DiMP-50Speed (FPS)=352021.03 | 62 | |
| DiMP2023.03 | 62 | |
| SMATGPU FPS=135, CPU FPS=402026.02 | 62 | |
| FARTrackpicoGPU FPS=343, CPU FPS=1212026.02 | 62 | |
| DiMP2021.03 | 62 | |
| DiMPbackbone=ResNet-502019.04 | 61.9 | |
| HiT-SmallGPU FPS=121, CPU FPS=352026.02 | 61.8 | |
| FEARGPU FPS=123, CPU FPS=282026.02 | 61.4 | |
| ECTTrackGPU FPS=104, CPU FPS=462026.02 | 61.1 | |
| DiMPbackbone=ResNet-182019.04 | 61 | |
| ATOM2023.03 | 59 | |
| E.T. TrackGPU FPS=33, CPU FPS=162026.02 | 59 | |
| ATOMbackbone=ResNet-182019.04 | 58.4 | |
| ATOMSpeed (FPS)=352021.03 | 58.4 | |
| LightTrackGPU FPS=59, CPU FPS=272026.02 | 55.3 | |
| UPDTSpeed (FPS)=<12021.03 | 53.7 | |
| UPDT2019.04 | 53.6 | |
| HiT-TinyGPU FPS=135, CPU FPS=422026.02 | 53.2 | |
| SiamRPN++Speed (FPS)=302021.03 | 50.2 | |
| SiamRPN++2023.03 | 50.2 | |
| CCOT2019.04 | 48.8 | |
| C-COTSpeed (FPS)=0.32021.03 | 48.8 | |
| ECO2019.04 | 46.6 | |
| ECOSpeed (FPS)=82021.03 | 46.6 | |
| MDNetSpeed (FPS)=12021.03 | 42.9 | |
| MDNet2019.04 | 41.9 | |
| KCFSpeed (FPS)=2702021.03 | 21.7 |