Multiple Object Tracking on Radiate good weather (train)
47.79MOTASIRA-34
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SIRA-34Architecture=SIRA-34, Number of frames=4, Tracker=OC-SORT2024.11 | 47.79 | — | 523 | 488 | 342 | 314 | 51.13 | |
| SIRA-34Architecture=SIRA-34, Number of frames=4, Tracker=CenterTrack*2024.11 | 47.3 | — | 1,249 | 566 | 354 | 300 | 50.16 | |
| ETR-34Architecture=ETR-34, Number of frames=4, Tracker=OC-SORT2024.11 | 47.11 | — | 540 | 481 | 343 | 313 | 50.04 | |
| ETR-34Architecture=ETR-34, Number of frames=4, Tracker=CenterTrack2024.11 | 46.06 | — | 1,832 | 613 | 345 | 305 | 50.81 | |
| SeTR-34Architecture=SeTR-34, Number of frames=4, Tracker=CenterTrack2024.11 | 44.57 | — | 875 | 602 | 348 | 299 | 48.72 | |
| TR-34Architecture=TR-34, Number of frames=4, Tracker=OC-SORT2024.11 | 44.01 | — | 354 | 497 | 194 | 333 | 44.27 | |
| TR-34Architecture=TR-34, Number of frames=4, Tracker=CenterTrack2024.11 | 43.64 | — | 503 | 538 | 197 | 326 | 44.17 | |
| TR-18Architecture=TR-18, Number of frames=4, Tracker=CenterTrack2024.11 | 42.77 | — | 519 | 520 | 244 | 336 | 44.91 | |
| SeTR-18Architecture=SeTR-18, Number of frames=4, Tracker=CenterTrack2024.11 | 42.11 | — | 658 | 561 | 261 | 317 | 50.33 | |
| TR-34Architecture=TR-34, Number of frames=2, Tracker=OC-SORT2024.11 | 40.74 | — | 151 | 291 | 124 | 172 | 45.01 | |
| SeTR-34Architecture=SeTR-34, Number of frames=4, Tracker=OC-SORT2024.11 | 40.16 | — | 775 | 689 | 370 | 305 | 28.2 | |
| TR-34Architecture=TR-34, Number of frames=2, Tracker=CenterTrack2024.11 | 37.85 | — | 457 | 511 | 108 | 246 | 39.9 | |
| TR-18Architecture=TR-18, Number of frames=2, Tracker=CenterTrack2024.11 | 33.59 | — | 873 | 920 | 269 | 254 | — | |
| ResNet-34Architecture=ResNet-34, Number of frames=1, Tracker=CenterTrack2024.11 | 14.55 | — | — | — | — | — | — | |
| ResNet-18Architecture=ResNet-18, Number of frames=1, Tracker=CenterTrack2024.11 | 13.01 | — | — | — | — | — | — | |
| TRL-based framework (Ours)Backbone=ResNet-34, temporal relational layer (TRL)=true2022.04 | 0.3791 | 0.7188 | 474 | 527 | 219 | 332 | — | |
| TRL-based framework (Ours)Backbone=ResNet-34, temporal relational layer (TRL)=false2022.04 | 0.3569 | 0.708 | 557 | 640 | 179 | 362 | — | |
| TRL-based framework (Ours)Backbone=ResNet-18, temporal relational layer (TRL)=true2022.04 | 0.3359 | 0.7349 | 349 | 498 | 145 | 330 | — | |
| TRL-based framework (Ours)Backbone=ResNet-18, temporal relational layer (TRL)=false2022.04 | 0.3293 | 0.7135 | 513 | 593 | 151 | 324 | — | |
| CenterTrackBackbone=ResNet-342022.04 | 0.1455 | 0.7005 | 802 | 831 | 282 | 279 | — | |
| CenterTrackBackbone=ResNet-182022.04 | 0.1301 | 0.7026 | 873 | 920 | 269 | 254 | — |