Trajectory Similarity Search on Porto (test)
43.5HR@1TrajTok
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TrajTokEvaluation Protocol=retrieval head2026.05 | 43.5 | 98.3 | 58.8 | 66.1 | — | |
| TrajTokEvaluation Protocol=zero-shot2026.05 | 35.1 | 96.4 | 50.3 | 52.8 | — | |
| NeuTraj2026.05 | 30.8 | 80.7 | 44.8 | 67.2 | — | |
| SIMformer2026.05 | 30 | 75.5 | 44.6 | 65.1 | — | |
| TrajGAT2026.05 | 29.6 | 68.3 | 43.7 | 45 | — | |
| Space2Vec2026.05 | 26 | 87.9 | 38 | 29.1 | — | |
| KGTS2026.05 | 25.3 | 44.4 | 36.9 | 41.1 | — | |
| t2vec2026.05 | 23.9 | 62.4 | 37.3 | 49 | — | |
| TrajCL2026.05 | 21.7 | 60.3 | 34.3 | 55.6 | — | |
| SatClip2026.05 | 17.7 | 90.7 | 30 | 40.6 | — | |
| CL-TSim2026.05 | 11.6 | 36.2 | 20.4 | 26.6 | — | |
| CORE2025.10 | 0.9746 | — | 0.982 | — | 0.993 | |
| GREEN2025.10 | 0.8501 | — | 0.9145 | — | 0.9398 | |
| START2025.10 | 0.8153 | — | 0.8459 | — | 0.9197 | |
| TRACK2025.10 | 0.8122 | — | 0.8446 | — | 0.9178 | |
| JGRM2025.10 | 0.8104 | — | 0.842 | — | 0.9154 | |
| Path-LLM2025.10 | 0.8089 | — | 0.8388 | — | 0.9088 | |
| JCLRNT2025.10 | 0.8064 | — | 0.8405 | — | 0.9135 | |
| TrajMamba2025.10 | 0.7998 | — | 0.8752 | — | 0.9227 | |
| HRNR2025.10 | 0.7856 | — | 0.8423 | — | 0.9128 | |
| TrajCogn2025.10 | 0.7834 | — | 0.8081 | — | 0.8919 | |
| DyToast2025.10 | 0.7528 | — | 0.8138 | — | 0.8874 | |
| Toast2025.10 | 0.652 | — | 0.728 | — | 0.8342 | |
| PIM2025.10 | 0.6437 | — | 0.7221 | — | 0.8165 |