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Trajectory generation on NumoSim (balanced split)

57.67BeSTAD AUROCGeo-CETRA
32.793239.251645.7152.1684Jun 10, 2026

Evaluation results

MethodLinks
Geo-CETRALearning=Rule-based decomposition, Backbone=Transformer2026.0657.6772.3464.1478.0688.21
TrajGenAgentLearning=Zero-shot2026.0650.0852.5553.6856.963.98
Geo-LlamaLearning=Fine-tuning2026.0633.7570.4660.5778.8889.62