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๐ŸŒ WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World

active 2025-12-10 โ†’ 2026-05-04 (UTC)

Partial coverage11,517 / 12,546 hourly files (92%) ยท 2 absent upstream ยท 1,025 failed, retryable2025-03-06 โ†’ 2026-08-10 (UTC)โ€” sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
102
Pushes
9
Pull requests
0
Issues
5
Stars
73
Forks
5

Activity over time

Daily event counts in the loaded window

Line chart, 146 days from 2025-12-10 to 2026-05-04. Pushes: 9 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 5 total, peak 1 in a day. Comments: 10 total, peak 3 in a day. Stars: 73 total, peak 10 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 โ€” โˆ’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 โ€” stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
ldkong120510802
AlanLiangC7106
woter213001
AI-YULU1001
riccardodelutio1000
lishuyuan08251000
zhazhayi031000

Recent activity

Latest issues, pull requests and releases

  • Issue#10zhazhayi032026-03-26 06:11
    I have some questions regarding file downloads that I would like to ask.
  • Issue comment#6AlanLiangC2026-01-20 05:02
    missing files
  • Issue comment#6ldkong12052026-01-18 10:16
    missing files
  • Issue comment#6AI-YULU2026-01-16 03:29
    missing files
  • Issue comment#7woter212026-01-13 07:40
    subject fidelity weights
  • Issue#7woter212026-01-09 11:14
    subject fidelity weights
  • Issue comment#4AlanLiangC2026-01-09 01:01
    Any plan to open-source additional evaluation metrics mentioned in your paper?
  • Issue comment#5AlanLiangC2026-01-09 00:58
    Where can I find occ3d of nuscenes?
  • Issue comment#6AlanLiangC2026-01-09 00:56
    missing files
  • Issue comment#3ldkong12052026-01-08 02:31
    When will you release the WorldLens-26K dataset and add agent-based automatic evaluators?
  • Issue#4lishuyuan08252025-12-29 12:27
    Any plan to open-source additional evaluation metrics mentioned in your paper?
  • Issue comment#2AlanLiangC2025-12-22 01:36
    W-CODA track 2 data links broken
  • Issue#2riccardodelutio2025-12-19 23:41
    W-CODA track 2 data links broken
  • Issue comment#1AlanLiangC2025-12-19 06:06
    git clone --recursive https://github.com/worldbench/dev-evalkit.git
  • Issue#1woter212025-12-16 09:00
    git clone --recursive https://github.com/worldbench/dev-evalkit.git

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals โ€” 73 stars here means stars gained during the window, not the repo's star count.