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[arXiv 2025] Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps

active 2025-05-272026-02-24 (UTC)

Partial coverage11,937 / 13,383 hourly files (89%) · 2 absent upstream · 1,442 failed, retryable2025-01-302026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
63
Pushes
12
Pull requests
0
Issues
2
Stars
44
Forks
2

Activity over time

Daily event counts in the loaded window

Line chart, 274 days from 2025-05-27 to 2026-02-24. Pushes: 12 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 2 total, peak 1 in a day. Comments: 3 total, peak 1 in a day. Stars: 44 total, peak 11 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
fscdc161203
Richar-Du1000

Recent activity

Latest issues, pull requests and releases

  • Issue#1fscdc2025-10-05 04:56
    Could you provide the evaluation script?
  • Issue comment#2fscdc2025-10-05 04:54
    为什么不需要考虑大模型已有站点换乘知识对结果的影响?
  • Issue comment#2fscdc2025-06-07 12:39
    为什么不需要考虑大模型已有站点换乘知识对结果的影响?
  • Issue comment#1fscdc2025-05-28 16:37
    Could you provide the evaluation script?
  • Issue#1Richar-Du2025-05-28 03:55
    Could you provide the evaluation script?

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 44 stars here means stars gained during the window, not the repo's star count.