Visual Object Tracking on VOT 2019 (test)
0.652Accuracy (A)SiamMask_E_Ref
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SiamMask_E_RefSpeed=80 fps2019.07 | 0.652 | 0.487 | 0.309 | — | |
| SiamMask_ESpeed=85 fps2019.07 | 0.625 | 0.482 | 0.298 | — | |
| SiamRPN++ACMACM=true2020.12 | 0.624 | 0.431 | — | 0.303 | |
| RPT2020.08 | 0.623 | 0.186 | 0.417 | — | |
| SiamBAN-ACMACM=true2020.12 | 0.621 | 0.316 | — | 0.362 | |
| DRNet2020.08 | 0.605 | 0.261 | 0.395 | — | |
| ATOM2020.06 | 0.603 | 0.411 | 0.301 | — | |
| ATOM2020.08 | 0.603 | 0.411 | 0.292 | — | |
| ATOM2021.03 | 0.603 | 0.411 | 0.292 | — | |
| ATOM2021.04 | 0.603 | 0.411 | 0.292 | — | |
| TREG2021.04 | 0.603 | 0.221 | 0.391 | — | |
| ATOMParameters(M)=8.42021.04 | 0.603 | 0.411 | 0.301 | — | |
| SiamBAN2020.08 | 0.602 | 0.396 | 0.327 | — | |
| SiamBANACM=false2020.12 | 0.602 | 0.396 | — | 0.327 | |
| SiamBAN2021.04 | 0.602 | 0.396 | 0.327 | — | |
| SiamDW2021.03 | 0.6 | 0.467 | 0.299 | — | |
| SiamRPN++2020.08 | 0.599 | 0.482 | 0.285 | — | |
| SiamRPN++2021.03 | 0.599 | 0.482 | 0.285 | — | |
| SiamRPN++ACM=false2020.12 | 0.599 | 0.482 | — | 0.285 | |
| SiamRPN++2021.04 | 0.599 | 0.482 | 0.285 | — | |
| TrDiMP2021.03 | 0.598 | 0.231 | 0.397 | — | |
| SiamMaskSpeed=87 fps2019.07 | 0.596 | 0.467 | 0.283 | — | |
| SiamRPN++Speed=46 fps2019.07 | 0.595 | 0.467 | 0.287 | — | |
| SiamMASK2020.06 | 0.594 | 0.461 | 0.287 | — | |
| DiMPevaluation_mode=baseline2020.06 | 0.594 | 0.278 | 0.379 | — | |
| Oceanevaluation_mode=online2020.06 | 0.594 | 0.316 | 0.35 | — | |
| DiMP-50Backbone=ResNet-502020.08 | 0.594 | 0.278 | 0.379 | — | |
| SiamMask2021.03 | 0.594 | 0.461 | 0.287 | — | |
| DiMP-50backbone=ResNet-502021.03 | 0.594 | 0.278 | 0.379 | — | |
| Ocean2020.12 | 0.594 | 0.316 | — | 0.35 | |
| DiMPbackbone=ResNet-502021.04 | 0.594 | 0.278 | 0.379 | — | |
| SiamMask2021.04 | 0.594 | 0.461 | 0.287 | — | |
| Ocean2021.04 | 0.594 | 0.316 | 0.35 | — | |
| SiamMaskFLOPS(G)=15.5, Parameters(M)=16.62021.04 | 0.594 | 0.461 | 0.287 | — | |
| Oceanevaluation_mode=offline2020.06 | 0.59 | 0.376 | 0.327 | — | |
| OceanRuntime Mode=Offline, FLOPS(G)=20.3, Parameters(M)=25.92021.04 | 0.59 | 0.376 | 0.327 | — | |
| STN2020.06 | 0.589 | 0.349 | 0.314 | — | |
| TKU2021.04 | 0.589 | 0.349 | 0.314 | — | |
| SiamFC++Backbone=GoogleNet, FLOPS(G)=17.5, Parameters(M)=13.92021.04 | 0.583 | 0.406 | 0.288 | — | |
| DiMPevaluation_mode=realtime2020.06 | 0.582 | 0.371 | 0.321 | — | |
| DiMP2020.12 | 0.582 | 0.371 | — | 0.321 | |
| DiMPParameters(M)=26.12021.04 | 0.582 | 0.371 | 0.321 | — | |
| SiamRPN++2020.06 | 0.58 | 0.446 | 0.292 | — | |
| SiamRPN++Backbone=MobileNet-V2, FLOPS(G)=7, Parameters(M)=11.22021.04 | 0.58 | 0.446 | 0.292 | — | |
| SPM2021.03 | 0.577 | 0.507 | 0.275 | — | |
| LightTrackVariant=LargeB, FLOPS(G)=0.79, Parameters(M)=3.132021.04 | 0.552 | 0.31 | 0.357 | — | |
| LightTrackVariant=LargeA, FLOPS(G)=0.78, Parameters(M)=2.622021.04 | 0.54 | 0.315 | 0.34 | — | |
| LightTrackVariant=Mobile, FLOPS(G)=0.53, Parameters(M)=1.972021.04 | 0.536 | 0.321 | 0.333 | — | |
| SiamFC-ACMACM=true2020.12 | 0.503 | 0.712 | — | 0.206 | |
| MemDTC2020.06 | 0.485 | 0.587 | 0.228 | — | |
| SiamFCACM=false2020.12 | 0.47 | 0.958 | — | 0.163 |