Reasoning-based Multi-Object Tracking on RMOT26
30MCPQTrack
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| QTrackParams=3B2026.03 | 30 | 75 | 44.61 | 0.39 | |
| Qwen3-VL-InstructParams=8B2026.03 | 25 | 64 | 96 | 0.97 | |
| MigicianParams=7B2026.03 | 25 | 22 | 658.39 | 3.28 | |
| gpt-5.2Params=-2026.03 | 25 | 61 | 94.2 | 0.55 | |
| Qwen2.5-VL-InstructParams=7B2026.03 | 24 | 48 | 289.2 | 2.07 | |
| Gemma 3Params=27B2026.03 | 24 | 56 | 58.4 | 0.88 | |
| VisionReasonerParams=7B2026.03 | 23 | 24 | 428.9 | 2.24 | |
| VisionReasonerParams=3B2026.03 | 21 | 44 | 416.58 | 2.32 | |
| InternVLParams=8B2026.03 | 21 | 66 | 117.44 | 0.64 | |
| gpt-4o-miniParams=-2026.03 | 20 | 57 | 130.48 | 0.67 | |
| Llama 3.2 Vision-InstructParams=11B2026.03 | 19 | 15 | 552.1 | 2.67 | |
| Gemma 3Params=12B2026.03 | 18 | 73 | 172.9 | 0.95 | |
| Mistral-3-InstructParams=8B2026.03 | 15 | 54 | 225.3 | 0.98 | |
| DeepSeekParams=16B2026.03 | 11 | 27 | 989.13 | 4.7 |