Behavior Prediction on WOSAC 2025 (test)
0.7878RMMFlow-ERD (AFM + ERD)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Flow-ERD (AFM + ERD)Type=Fine-tuned2026.07 | 0.7878 | 0.5062 | 0.811 | 0.919 | 1.2721 | |
| DecompGAILType=Fine-tuned, fine-tuned from=SMART2026.07 | 0.7864 | 0.4919 | 0.8152 | 0.9176 | 1.4209 | |
| SMART-R1Type=Fine-tuned, fine-tuned from=SMART2026.07 | 0.7858 | 0.4944 | 0.811 | 0.9201 | 1.2885 | |
| RLFTSimType=Fine-tuned, fine-tuned from=SMART2026.07 | 0.7857 | 0.4927 | 0.8129 | 0.9183 | 1.3252 | |
| TrajTokType=Backbone2026.07 | 0.7852 | 0.4887 | 0.8116 | 0.9207 | 1.3179 | |
| RoaDType=Fine-tuned, fine-tuned from=SMART2026.07 | 0.7847 | 0.4932 | 0.8106 | 0.9178 | 1.3042 | |
| CAT-KType=Fine-tuned, fine-tuned from=SMART2026.07 | 0.7846 | 0.4931 | 0.8106 | 0.9177 | 1.3065 | |
| AFM backboneType=Backbone2026.07 | 0.7845 | 0.4955 | 0.8094 | 0.9178 | 1.3358 | |
| MDGType=Backbone2026.07 | 0.7844 | 0.4928 | 0.8099 | 0.9183 | 1.3123 | |
| UniMMType=Backbone2026.07 | 0.7829 | 0.4914 | 0.8089 | 0.9161 | 1.2949 | |
| SMARTType=Backbone2026.07 | 0.7814 | 0.4854 | 0.8089 | 0.9153 | 1.3931 |