Skip to content

(CVPR 2023) PLA: Language-Driven Open-Vocabulary 3D Scene Understanding

active 2023-10-082026-03-30 (UTC)

Partial coverage19,401 / 24,998 hourly files (78%) · 2 absent upstream · 5,594 failed, retryable2023-10-062026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
195
Pushes
3
Pull requests
0
Issues
33
Stars
82
Forks
4

Activity over time

Daily event counts in the loaded window

Line chart, 905 days from 2023-10-08 to 2026-03-30. Pushes: 3 total, peak 2 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 33 total, peak 2 in a day. Comments: 73 total, peak 5 in a day. Stars: 82 total, peak 2 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

ContributorContributionsPushesPRsComments
jihanyang332024
Dingry151014
Rabbia-Hassan8005
wu398488005
Areeba-Raza8006
Outlying37205003
TianhangXiang4003
junha-l4001
31712286123002
Pixie88883001
rabbiahassan2001
xuxiaoxxxx2002
intro9652002
QiueY5142001
argosdh1001
zgs12111000
BLUE-hub1001
jmjff1000
sgmzhou41001
Dcasadoherraez1000

Recent activity

Latest issues, pull requests and releases

  • Issue#60Kezia-Nathania2025-10-25 08:15
    Missing calc_iou_between_indices module when running concate_captions_with_iou.py
  • Issue#57Dcasadoherraez2025-07-03 13:36
    Detic 2D object detector
  • Issue comment#13sgmzhou42025-04-28 04:45
    The 2D-3D projection on S3DIS
  • Issue#56YannnWanggg2024-11-05 03:53
    The annotation-free PLA checkpoint.
  • Issue#55zgs12112024-11-01 08:46
    你好,这个text_embed文件必须下载这个吗,可以自己生成吗?
  • Issue#54ZhaochongAn2024-09-13 19:05
    Binary class segmentation
  • Issue comment#53wu398482024-08-27 06:26
    Question about Zero-shot Domain Transfer.
  • Issue comment#53jihanyang2024-08-27 05:12
    Question about Zero-shot Domain Transfer.
  • Issue comment#53jihanyang2024-08-26 03:43
    Question about Zero-shot Domain Transfer.
  • Issue comment#52argosdh2024-07-28 05:32
    Bad results when running inference of annotation-free models
  • Issue comment#52jihanyang2024-07-26 11:50
    Bad results when running inference of annotation-free models
  • Issue#51wu398482024-07-15 05:21
    Question about the caption data.
  • Issue comment#50junha-l2024-07-10 21:42
    Command to generate RegionPLC captions
  • Issue#50junha-l2024-07-10 21:41
    Command to generate RegionPLC captions
  • Issue#49jihanyang2024-07-07 08:10
    Problems about the codes corresponding to Eq(9)
  • Issue#50junha-l2024-07-05 20:31
    Command to generate RegionPLC captions
  • Issue comment#50jihanyang2024-07-05 06:38
    Command to generate RegionPLC captions
  • Issue comment#46jihanyang2024-07-05 04:06
    Reproducing scannet200 zeroshot
  • Issue#46jihanyang2024-07-05 04:06
    Reproducing scannet200 zeroshot
  • Issue comment#46jihanyang2024-07-05 01:07
    Reproducing scannet200 zeroshot
  • Issue comment#49Dingry2024-07-03 05:35
    Problems about the codes corresponding to Eq(9)
  • Issue#50junha-l2024-07-03 05:27
    Command to generate RegionPLC captions
  • Issue#44jihanyang2024-06-28 11:43
    About Visualization
  • Issue comment#44jihanyang2024-06-28 11:43
    About Visualization
  • Issue#48QiueY5142024-06-27 11:36
    About the meanings of the datas in a batch

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 82 stars here means stars gained during the window, not the repo's star count.