3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding
active 2025-07-30 → 2026-04-20 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 265 days from 2025-07-30 to 2026-04-20. Pushes: 45 total, peak 8 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 40 total, peak 4 in a day. Comments: 59 total, peak 6 in a day. Stars: 222 total, peak 27 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 |
|---|---|---|---|---|
| Believeht029 | 82 | 30 | 0 | 33 |
| steve-zeyu-zhang | 17 | 15 | 0 | 1 |
| jeff2048 | 10 | 0 | 0 | 6 |
| Djerry-h | 5 | 0 | 0 | 4 |
| wanghan-hub | 4 | 0 | 0 | 3 |
| tengchenzeal | 3 | 0 | 0 | 1 |
| wolf943134497 | 3 | 0 | 0 | 2 |
| flyyyyer | 2 | 0 | 0 | 1 |
| RCLai1015 | 1 | 0 | 0 | 0 |
| rickeyhhh | 1 | 0 | 0 | 1 |
| leotompson | 1 | 0 | 0 | 1 |
| leihanchen | 1 | 0 | 0 | 0 |
| sbkim052 | 1 | 0 | 0 | 0 |
| zhuziyu-edward | 1 | 0 | 0 | 0 |
| lbn020124-droid | 1 | 0 | 0 | 0 |
| liuQuan98 | 1 | 0 | 0 | 1 |
| RayYoh | 1 | 0 | 0 | 0 |
| Tttttt305 | 1 | 0 | 0 | 1 |
| whitesay | 1 | 0 | 0 | 1 |
| chieldd | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#47Believeht0292026-02-18 09:25custom data inference
- Issue#49tengchenzeal2026-02-05 07:53关于使用RGB、深度图输入运行3D-R1 checkpoint的问题
- Issue comment#48tengchenzeal2026-01-30 07:18About point cloud encoder
- Issue#48tengchenzeal2026-01-30 03:46About point cloud encoder
- Issue#47Archer4922025-12-30 06:41custom data inference
- Issue#46lbn020124-droid2025-12-26 11:43Data download
- Issue comment#32Believeht0292025-12-22 05:28some worry
- Issue#44Believeht0292025-12-17 04:17Potential Data Leakage: Validation scenes seems included in SFT Cold Start Dataset in `scenecold_dataset.py`
- Issue#45Believeht0292025-12-17 04:16Installation of depthanything
- Issue comment#25liuQuan982025-12-08 22:37Provided Code Not Reproducible — Multiple Training and Evaluation Failures
- Issue#40Believeht0292025-12-05 04:16loss non-finite during SFT training
- Issue#42Believeht0292025-12-01 02:59build the Scene-30k dataset
- Issue comment#42Tttttt3052025-12-01 02:58build the Scene-30k dataset
- Issue comment#40Believeht0292025-11-24 16:31loss non-finite during SFT training
- Issue comment#25sheyuew2025-11-24 09:12Provided Code Not Reproducible — Multiple Training and Evaluation Failures
- Issue#36Believeht0292025-11-14 14:24Acquisition of external multi-view and depth maps
- Issue comment#35wolf9431344972025-11-12 08:333D-R1 custom data inference demo
- Issue comment#35Believeht0292025-11-10 08:173D-R1 custom data inference demo
- Issue comment#36Believeht0292025-11-10 06:37Acquisition of external multi-view and depth maps
- Issue comment#36Believeht0292025-11-10 06:34Acquisition of external multi-view and depth maps
- Issue#1Believeht0292025-11-10 06:14Question about visualization
- Issue comment#25Believeht0292025-11-02 07:16Provided Code Not Reproducible — Multiple Training and Evaluation Failures
- Issue comment#25Believeht0292025-11-02 05:13Provided Code Not Reproducible — Multiple Training and Evaluation Failures
- Issue comment#25Djerry-h2025-11-02 04:23Provided Code Not Reproducible — Multiple Training and Evaluation Failures
- Issue#34wolf9431344972025-10-31 04:35More details about environment setup
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 222 stars here means stars gained during the window, not the repo's star count.