Performance Comparison of 3D Object Detection Methods on KITTI

5.5 KB of tabular data in XLS format compares the performance of different 3D object detection methods on the KITTI dataset. The dataset was authored by Nan Zhang and last updated on June 1, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Benchmarking 3D object detection algorithms based on reported performance metrics.
• Selecting a model for an autonomous vehicle pipeline based on comparative results.
• Analyzing the state-of-the-art in 3D perception for driving scenarios.

Strengths

• Dataset is small (5.5 KB), ensuring fast download and easy inspection.
• Explicitly licensed as CC-BY-4.0, providing clear reuse permissions.
• Provides a direct comparison of multiple methods on a standard benchmark.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The description metadata is limited; actual data quality requires manual inspection.

Provenance

Source

figshare

Collection Method

Likely compiled from published results or experiments.

Freshness

Last updated 2026-06-01 17:50:50; freshness should be verified.