Multi-Object Tracking on BenSMOT
74.61HOTALLMTrack
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LLMTrackBackbone=Swin-Tiny, Base Model=Qwen-VL, LLM Architecture=LLaVA-OneVision2026.01 | 74.61 | 73.1 | 76.81 | 90.23 | 9,761 | 4,318 | 334 | 86.31 | 80.89 | 83.52 | |
| SMOTer2026.01 | 71.98 | 70.79 | 73.71 | 87.11 | 12,534 | 6,388 | 1,702 | 83.82 | 77.97 | 80.65 | |
| TransTrack2026.01 | 71.31 | 69.67 | 73.34 | 91.31 | 20,124 | 4,420 | 2,530 | 85.63 | 72.75 | 78.67 | |
| ByteTrack2026.01 | 68.84 | 67.1 | 71.15 | 85.15 | 15,419 | 7,070 | 1,712 | 82.25 | 74.83 | 78.37 | |
| MOTR2026.01 | 66.1 | 55.14 | 73.12 | 86.3 | 31,297 | 11,178 | 617 | 72.39 | 70.12 | 68.97 | |
| MOTRv22026.01 | 65.28 | 51.3 | 76.82 | 86.09 | 40,765 | 20,923 | 430 | 78.47 | 65.51 | 70.76 | |
| OC-SORT2026.01 | 51 | 63.31 | 41.42 | 87.61 | 21,061 | 5,388 | 15,049 | 63.92 | 53.1 | 58.01 | |
| DeepSORT2026.01 | 50.12 | 61.45 | 40.23 | 87.67 | 22,890 | 5,540 | 11,278 | 62.1 | 51.11 | 56.76 | |
| SORT2026.01 | 48.49 | 60.91 | 38.95 | 87.5 | 24,001 | 5,105 | 13,875 | 60.85 | 48.43 | 53.93 |