Traffic Simulation on WOSAC 4% 2025 (val)
0.7876RMM ScoreFlow-ERD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Flow-ERDType=Fine-tuned, β=1.02026.07 | 0.7876 | 0.5063 | 0.8108 | 0.9184 | 1.262 | 0.1684 | |
| Flow-ERDType=Fine-tuned, β=0.992026.07 | 0.7869 | 0.5053 | 0.8099 | 0.9182 | 1.2723 | 0.1828 | |
| DecompGAILType=Fine-tuned, fine-tuning_source=SMART2026.07 | 0.7854 | 0.4912 | 0.8123 | 0.919 | 1.2868 | 0.142 | |
| RLFTSimType=Fine-tuned, fine-tuning_source=SMART2026.07 | 0.7848 | 0.4895 | 0.8116 | 0.919 | 1.2988 | 0.151 | |
| RoaDType=Fine-tuned, fine-tuning_source=SMART2026.07 | 0.7847 | 0.4904 | 0.8116 | 0.9182 | 1.2603 | 0.1585 | |
| CAT-KType=Fine-tuned, fine-tuning_source=SMART2026.07 | 0.7842 | 0.4904 | 0.811 | 0.9175 | 1.3001 | 0.1491 | |
| TrajTokType=Backbone2026.07 | 0.7837 | 0.4851 | 0.811 | 0.9193 | 1.3258 | 0.1587 | |
| AFM backboneType=Backbone2026.07 | 0.7836 | 0.4914 | 0.8096 | 0.9172 | 1.3024 | 0.1858 | |
| All non-holonomic FM ablationType=Backbone, variant=Ablation2026.07 | 0.7824 | 0.491 | 0.8091 | 0.9144 | 1.296 | 0.1843 | |
| All holonomic FM ablationType=Backbone, variant=Ablation2026.07 | 0.7823 | 0.4905 | 0.8063 | 0.9182 | 1.2993 | 0.2046 | |
| UniMMType=Backbone2026.07 | 0.7812 | 0.4863 | 0.807 | 0.9165 | 1.2725 | 0.1514 | |
| SMARTType=Backbone2026.07 | 0.7807 | 0.4873 | 0.8071 | 0.9144 | 1.323 | 0.1655 |