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🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)

active 2025-09-192026-04-25 (UTC)

Partial coverage11,632 / 12,806 hourly files (91%) · 2 absent upstream · 1,170 failed, retryable2025-02-232026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
165
Pushes
10
Pull requests
0
Issues
13
Stars
107
Forks
5

Activity over time

Daily event counts in the loaded window

Line chart, 219 days from 2025-09-19 to 2026-04-25. Pushes: 10 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 13 total, peak 2 in a day. Comments: 27 total, peak 4 in a day. Stars: 107 total, peak 13 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
yeliudev3210018
kkybw3002
uniLOVEque3001
bhack2001
wang-sj162001
tesimeiyoulaa2001
m00nLi1001
MUXHxxxxx1000
Twinkle-ce1001
Atletico19991000
m18551814225-bit1001
lingxitong1000

Recent activity

Latest issues, pull requests and releases

  • Issue#10yeliudev2026-03-07 10:38
    Evaluation
  • Issue#13yeliudev2026-03-07 10:38
    How can I reset the “state value”?
  • Issue#14yeliudev2026-01-14 12:48
    ZeroGPU worker error
  • Issue comment#13yeliudev2025-12-23 02:07
    How can I reset the “state value”?
  • Issue comment#14yeliudev2025-12-21 16:09
    ZeroGPU worker error
  • Issue#14lingxitong2025-12-20 04:20
    ZeroGPU worker error
  • Issue comment#13yeliudev2025-12-19 08:41
    How can I reset the “state value”?
  • Issue#13Atletico19992025-12-18 04:03
    How can I reset the “state value”?
  • Issue#12uniLOVEque2025-12-10 02:36
    Issue: Unable to extract merged sav_train.tar.gz.* split archives
  • Issue comment#12uniLOVEque2025-12-02 02:37
    Issue: Unable to extract merged sav_train.tar.gz.* split archives
  • Issue comment#12yeliudev2025-12-01 08:34
    Issue: Unable to extract merged sav_train.tar.gz.* split archives
  • Issue#12uniLOVEque2025-11-30 15:09
    Issue: Unable to extract merged sav_train.tar.gz.* split archives
  • Issue comment#10yeliudev2025-11-18 06:40
    Evaluation
  • Issue#11yeliudev2025-11-18 06:39
    模型是否支持多个物体同时分割,或者是否有这个方面的计划?Does the model support simultaneous segmentation of multiple objects, or are there any plans to do so?
  • Issue comment#11tesimeiyoulaa2025-11-14 11:44
    模型是否支持多个物体同时分割,或者是否有这个方面的计划?Does the model support simultaneous segmentation of multiple objects, or are there any plans to do so?
  • Issue comment#10kkybw2025-11-14 05:49
    Evaluation
  • Issue comment#10yeliudev2025-11-14 01:24
    Evaluation
  • Issue#11tesimeiyoulaa2025-11-12 11:58
    模型是否支持多个物体同时分割,或者是否有这个方面的计划?Does the model support simultaneous segmentation of multiple objects, or are there any plans to do so?
  • Issue comment#10kkybw2025-11-12 10:12
    Evaluation
  • Issue#10kkybw2025-11-12 06:30
    Evaluation
  • Issue comment#9yeliudev2025-11-10 15:16
    Checkpoints record base_model_path as Qwen instead of UniPixel when finetuning from UniPixel-7B
  • Issue comment#7yeliudev2025-10-27 03:18
    train time
  • Issue#7MUXHxxxxx2025-10-26 13:33
    train time
  • Issue comment#6yeliudev2025-10-21 08:18
    AttributeError: 'PixelQwen2_5_VLForConditionalGeneration' object has no attribute 'seg'
  • Issue comment#6yeliudev2025-10-21 08:17
    AttributeError: 'PixelQwen2_5_VLForConditionalGeneration' object has no attribute 'seg'

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 107 stars here means stars gained during the window, not the repo's star count.