AutoE2E: Open-Loop Evaluation of a Map- and Oracle-Route-Conditioned Temporal BEV Planner
This Zenodo record contains the English and Japanese editions of the AutoE2E technical paper, together with Vivliostyle/LaTeX source, publication figures, reproducibility scripts, and audit evidence. AutoE2E is a BEVFormer-V2-based temporal BEV planner that fuses separately encoded HD-map and route rasters with camera BEV features and predicts acceleration and curvature through a recurrent planner. The reported evaluation covers KITScenes Val v3.5 under Camera + HD Map + oracle post-hoc Route inputs and a separate invalid-navigation-input KITScenes Test v1.0 track. Scope limitation: the KITScenes route is reconstructed retrospectively from the logged whole-scene trajectory. Results are open-loop. The Camera-only Test population differs from Val and is not a causal Map/Route ablation. No closed-loop safety, intervention, production-readiness, or state-of-the-art claim is made.
Authors
- Ryota Yamada
Institutions
- Amazon (United States) (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-09-15
- DOI
- https://doi.org/10.5281/zenodo.22764734
- Primary Topic
- Autonomous Vehicle Technology and Safety
- Type
- preprint