Benchmarks

Benchmarks

ToDo

• https://arxiv.org/pdf/2507.16000
• https://arxiv.org/pdf/2510.10660
• https://github.com/r-lidar/arbor
• https://github.com/csiro-robotics/raycloudtools
• https://github.com/behnamasadi/robotic_notes/tree/master/lio_benchmark
• https://liobench.github.io/LIOBench/#/
• https://github.com/sbassetto/hml-lidar-cave-mapping/releases/tag/RevA-v1.0.0
• https://ntnu-arl.github.io/scene_reasoning/

Sub-pages

• Benchmarks / LIO
• Benchmarks / LIO+
• Benchmarks / AI_LIO
• Benchmarks / AI_LIO+
• Benchmarks / Loop Closure
• Benchmarks / Pairwise Point Cloud Matching
• Benchmarks / Relocalization With LiDAR
• Benchmarks / LiDAR BA
• Benchmarks / LiDAR Point Representations
• Benchmarks / Lane Detection
• Benchmarks / Sign Detection
• Benchmarks / Dynamic Points Removal
• Benchmarks / Radar Odometry
• Benchmarks / Autonomous Vehicle
• Benchmarks / Terrestrial Laser Scanner Multi View Registration
• Benchmarks / VIO
• Benchmarks / DVIO
• Benchmarks / 360-camera
• Benchmarks / RDVIO
• Benchmarks / AI_IMU