Latticethe structure behind the noise

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Tom Lampo | Lattice

Tom Lampo

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Thach Nguyen (1)Danhua Guo (1)Fei Wu (1)Burhan Yaman (1)

Papers (1)

Jun 10, 2026

Thach Nguyen +4Jun 10, 2026

VLADriveBench: Evaluating CoT-Action Relationship in VLA for Autonomous Driving

Observational metrics can mislead evaluations of VLA models, revealing that high trajectory quality does not guarantee meaningful CoT reasoning.

Thach Nguyen, Danhua Guo, Tom Lampo +2

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought