Trajectory Anomaly Detection on TrajBench In-Distribution (test)
82.9PrecisionTrajAD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TrajADParams=4B, Method=LoRA finetune2026.02 | 82.9 | 82.49 | 81.81 | |
| Qwen3-4BParams=4B, Method=Zero-shot2026.02 | 79.07 | 68.97 | 70.43 | |
| Qwen3-8BParams=8B, Method=Zero-shot2026.02 | 76.16 | 69.6 | 67.9 | |
| Gemma-3-4B-InstructParams=4B, Method=Zero-shot2026.02 | 68.64 | 64.66 | 64.2 | |
| Phi-3-MiniParams=4B, Method=Zero-shot2026.02 | 67.78 | 28.46 | 30.65 |