Video Summarization on BenSMOT (test)
0.414B-4LLMTrack-4B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LLMTrack-4Bmodel_scale=4B2026.01 | 0.414 | 0.444 | 0.381 | 0.462 | |
| LLMTrack-0.5Bmodel_scale=0.5B2026.01 | 0.347 | 0.376 | 0.302 | 0.442 | |
| TransTrack + Captionerexternal_captioner=true2026.01 | 0.247 | 0.248 | 0.209 | 0.269 | |
| SORT + Captionerexternal_captioner=true2026.01 | 0.245 | 0.224 | 0.202 | 0.298 | |
| SMOTer2026.01 | 0.245 | 0.261 | 0.223 | 0.343 | |
| ByteTrack + Captionerexternal_captioner=true2026.01 | 0.224 | 0.225 | 0.212 | 0.266 |