Benchmark RadarAI BENCHMARK PROFILE
HighwayScene
HighwayScene is a multi-LiDAR dataset recorded in a static roadside setup for evaluating background subtraction, with public annotations and implementations released.
- Released
- 2026-08-14
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
It provides reproducible evaluation for static roadside LiDAR background subtraction, addressing a gap in cross-sensor comparisons.
Motivation
Background subtraction is a key preprocessing step for infrastructure-based LiDAR perception, enabling efficient isolation of dynamic traffic participants without semantic annotations.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.