Multi-Object Tracking on UniRTL
63.31HOTASMAC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SMACBackbone=DLAMM34 (ours), Params=14.59M, GFLOPs=139.69, FPS=31.552026.06 | 63.31 | 64.93 | 62.39 | — | — | |
| SMACBackbone=DLAMM34 (ours), Modal=RNT2026.06 | 63.31 | 64.93 | 62.39 | 79.21 | 76.02 | |
| SMACBackbone=DLAMM34 (ours), Modal=RT2026.06 | 61.66 | 62.54 | 61.32 | 75.84 | 73.99 | |
| FairMOTVenue=IJCV, Year=2021, Backbone=DLA34, Params=19.66M, GFLOPs=167.96, FPS=29.742026.06 | 59.74 | 57.46 | 62.62 | — | — | |
| FairMOTBackbone=DLA34, Modal=RT2026.06 | 59.74 | 57.46 | 62.62 | 70.96 | 74.75 | |
| SATABackbone=Hiera-L, Modal=RT2026.06 | 59.7 | 63.6 | 53.7 | 75.1 | 65.4 | |
| MCTrackBackbone=DLA34, Modal=RT2026.06 | 57.35 | 59.15 | 56.78 | 70.14 | 66.75 | |
| UnisMOTBackbone=CSPDarknet, Modal=RNT2026.06 | 56.6 | 62.2 | 51.7 | 69.3 | 62.9 | |
| UnisMOTVenue=PR, Year=2025, Backbone=CSPDarknet, Params=99.15M, GFLOPs=217.46, FPS=24.802026.06 | 54.2 | 59.5 | 49.7 | — | — | |
| UnisMOTBackbone=CSPDarknet, Modal=RT2026.06 | 54.2 | 59.5 | 49.7 | 65.7 | 60.3 | |
| HGT-TrackVenue=TMM, Year=2024, Backbone=PVTv2, Params=30.70M, GFLOPs=145.51, FPS=15.212026.06 | 54 | 61.3 | 48.1 | — | — | |
| HGT-TrackBackbone=PVTv2, Modal=RT2026.06 | 54 | 61.3 | 48.1 | 71.1 | 60.9 | |
| PFTrackBackbone=DLA34, Modal=RT2026.06 | 53.94 | 55.25 | 53.22 | 66.64 | 65.55 | |
| ByteTrackVenue=ECCV, Year=2022, Backbone=CSPDarknet, Params=41.30M, GFLOPs=115.82, FPS=34.102026.06 | 53.4 | 58.2 | 49.6 | — | — | |
| ByteTrackBackbone=CSPDarknet, Modal=RT2026.06 | 53.4 | 58.2 | 49.6 | 72.4 | 64.9 | |
| MOTRv2Backbone=ResNet-50, Modal=RT2026.06 | 53.1 | 51.2 | 55.8 | 63.3 | 64.4 | |
| UnicornBackbone=ResNet-50, Modal=RT2026.06 | 49.4 | 48.3 | 51.2 | 59 | 60.6 | |
| UniTrackBackbone=ResNet-50, Modal=RT2026.06 | 46.9 | 46.1 | 48.4 | 57.1 | 57.4 |