[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.
active 2023-08-24 → 2026-03-28 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 948 days from 2023-08-24 to 2026-03-28. Pushes: 9 total, peak 2 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 32 total, peak 4 in a day. Comments: 26 total, peak 3 in a day. Stars: 118 total, peak 6 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| shirowalker | 39 | 9 | 0 | 17 |
| jiaq-liu | 5 | 0 | 0 | 2 |
| MAOXIXI-LV | 3 | 0 | 0 | 1 |
| hy-yhson | 2 | 0 | 0 | 0 |
| linlinge | 2 | 0 | 0 | 1 |
| ShuleHao | 2 | 0 | 0 | 1 |
| Guangyun-Xu | 2 | 0 | 0 | 1 |
| zhaoyuan1209 | 2 | 0 | 0 | 1 |
| wangwei83 | 2 | 0 | 0 | 1 |
| limaodaxia | 2 | 0 | 0 | 1 |
| jun614 | 1 | 0 | 0 | 0 |
| lzd-1230 | 1 | 0 | 0 | 0 |
| Kkkwui | 1 | 0 | 0 | 0 |
| LFXT | 1 | 0 | 0 | 0 |
| answer-miao | 1 | 0 | 0 | 0 |
| ZZZBBBZZZ | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#18jiaq-liu2026-01-20 05:39The results on the Anomaly-ShapeNet dataset
- Issue#18answer-miao2026-01-20 05:32The results on the Anomaly-ShapeNet dataset
- Issue#17jiaq-liu2026-01-15 23:06PointMae
- Issue comment#17jiaq-liu2026-01-15 23:06PointMae
- Issue#16jiaq-liu2025-12-16 09:10原文结果存疑
- Issue comment#16jiaq-liu2025-12-16 09:10原文结果存疑
- Issue#14hy-yhson2025-02-07 02:56About diffusion process
- Issue#14hy-yhson2025-02-07 02:28About diffusion process
- Issue comment#13shirowalker2024-11-16 14:07显存问题
- Issue#13shirowalker2024-11-16 14:07显存问题
- Issue#13jun6142024-11-16 13:32显存问题
- Issue comment#12shirowalker2024-11-15 09:03复现结果存在较大误差（大于0.1）
- Issue#12Guangyun-Xu2024-11-15 08:58复现结果存在较大误差（大于0.1）
- Issue comment#9shirowalker2024-11-14 09:18关于benchmark测试脚本的报错
- Issue comment#9Guangyun-Xu2024-11-14 04:01关于benchmark测试脚本的报错
- Issue comment#11linlinge2024-10-31 08:03Where is equation 7?
- Issue comment#11shirowalker2024-10-29 07:00Where is equation 7?
- Issue#11shirowalker2024-10-29 07:00Where is equation 7?
- Issue#11linlinge2024-10-29 06:43Where is equation 7?
- Issue comment#10shirowalker2024-08-29 08:24How is the dataset used for multi-modal anomaly detection?
- Issue comment#10zhaoyuan12092024-08-29 08:19How is the dataset used for multi-modal anomaly detection?
- Issue comment#10shirowalker2024-08-29 02:54How is the dataset used for multi-modal anomaly detection?
- Issue#10shirowalker2024-08-29 02:54How is the dataset used for multi-modal anomaly detection?
- Issue#10zhaoyuan12092024-08-29 01:25How is the dataset used for multi-modal anomaly detection?
- Issue comment#9shirowalker2024-05-27 03:45关于benchmark测试脚本的报错
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 118 stars here means stars gained during the window, not the repo's star count.