Instance Description on BenSMOT (test)
0.525B-4LLMTrack-4B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LLMTrack-4Bmodel_scale=4B2026.01 | 0.525 | 0.468 | 0.342 | 0.439 | |
| LLMTrack-0.5Bmodel_scale=0.5B2026.01 | 0.445 | 0.372 | 0.296 | 0.389 | |
| SMOTer2026.01 | 0.306 | 0.223 | 0.209 | 0.087 | |
| ByteTrack + Captionerexternal_captioner=true2026.01 | 0.304 | 0.242 | 0.224 | 0.064 | |
| TransTrack + Captionerexternal_captioner=true2026.01 | 0.283 | 0.219 | 0.201 | 0.074 | |
| SORT + Captionerexternal_captioner=true2026.01 | 0.233 | 0.245 | 0.208 | 0.056 |