Frozen-model NAVSIM scene test

Two trailers · 28.5 metres

Navy tractor · 8.5 m white front cargo body · 14 m silver rear trailer. Three ego stopping positions and four observation times, on the same road and truck front-axle path.

Images are compressed WebP display copies at their original dimensions. Reported scores use the original evaluation images. Compression details

Current observation

Selected current camera

Click the image to inspect it at full resolution.

Camera images are generated observations at the selected time. The rehearsal playback on the right shows authored geometry, including future motion that the model does not receive.

3D rehearsal · top view

TruckSelected referenceBaselineStage 1DriveMA-B

Model output at this observation

ModelMeta actionNearest-reference ADE / FDEFinal-second speedStop head XY
Waypoints and selected reference

Frozen models · no retraining

Baseline, Stage 1 and DriveMA-B are the existing models from the corrected single-trailer experiment. All eight observations here are test-only. Their weights are pinned before image generation.

Test cohortModelObservationsMeta action matchADEFDEStop-head error

3D rehearsal · orbit and play

What this test measures

Eight unique observations, three stopping branches, and 24 current camera images. Each input contains three current cameras plus four numeric history states at 2 Hz. The output is four future XY points at 1 Hz. At t ≤ 0, the three ego stop choices share one observation and are scored as admissible alternatives.

The 28.5 m combination has two independently articulated trailers. Both are included in collision checks. Minimum modeled reference clearance is 0.405 m, 0.278 m and 0.136 m for stops at 10.0 m, 11.3 m and 12.6 m. These tight margins are not a real-world safety guarantee.

This is a within-scene extrapolation test on authored geometry and generated photographs, not an official NAVSIM score or a new-road test. Photographic projection is approximate. Reference braking is idealized; four-second open-loop clearance does not establish later or closed-loop safety.