An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
active 2023-11-07 → 2026-05-12 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 918 days from 2023-11-07 to 2026-05-12. Pushes: 33 total, peak 7 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 12 total, peak 2 in a day. Comments: 22 total, peak 4 in a day. Stars: 149 total, peak 8 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 |
|---|---|---|---|---|
| junyangwang0410 | 45 | 33 | 0 | 12 |
| workmistm | 8 | 0 | 0 | 5 |
| WANGDUNDUN1 | 3 | 0 | 0 | 2 |
| SDaoer | 2 | 0 | 0 | 1 |
| ShanWang-Shan | 2 | 0 | 0 | 0 |
| BedirYilmaz | 2 | 0 | 0 | 0 |
| mehrdadfazli | 2 | 0 | 0 | 2 |
| c7785812 | 1 | 0 | 0 | 0 |
| maming109 | 1 | 0 | 0 | 0 |
| yinian1234567 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#11yinian12345672026-05-12 02:02About the caption of the AMBER DATASET
- Issue#9BedirYilmaz2025-06-26 10:17Where are discriminative query images?
- Issue comment#9junyangwang04102025-06-23 09:19Where are discriminative query images?
- Issue#9BedirYilmaz2025-06-22 07:31Where are discriminative query images?
- Issue#8maming1092025-04-15 07:49生成式指标相关问题提问
- Issue comment#7SDaoer2025-01-26 08:04Cog 指标的含义
- Issue comment#7junyangwang04102025-01-26 07:59Cog 指标的含义
- Issue#7SDaoer2025-01-25 05:52Cog 指标的含义
- Issue comment#6mehrdadfazli2024-12-02 19:42max_new_tokens?
- Issue comment#6junyangwang04102024-12-02 02:16max_new_tokens?
- Issue comment#6mehrdadfazli2024-11-30 18:32max_new_tokens?
- Issue comment#5WANGDUNDUN12024-10-28 14:36构建数据
- Issue comment#5junyangwang04102024-10-28 14:34构建数据
- Issue comment#5WANGDUNDUN12024-10-28 14:25构建数据
- Issue#5WANGDUNDUN12024-10-28 14:07构建数据
- Issue comment#4junyangwang04102024-10-21 04:03Is there a leaderboard?
- Issue#4c77858122024-10-19 02:11Is there a leaderboard?
- Issue comment#3junyangwang04102024-09-23 04:00how to cal the "amber score"?
- Issue#3workmistm2024-09-23 03:49how to cal the "amber score"?
- Issue#2workmistm2024-09-23 03:45how to process model's response to "YES"/"No"
- Issue comment#2workmistm2024-09-20 09:13how to process model's response to "YES"/"No"
- Issue comment#2junyangwang04102024-09-20 08:54how to process model's response to "YES"/"No"
- Issue comment#2workmistm2024-09-20 03:48how to process model's response to "YES"/"No"
- Issue comment#2junyangwang04102024-09-19 07:52how to process model's response to "YES"/"No"
- Issue comment#2workmistm2024-09-19 06:30how to process model's response to "YES"/"No"
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 149 stars here means stars gained during the window, not the repo's star count.