The official repo of GraphRAG-Bench for evaluating GraphRAG models. "When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation". (ICLR'26)
active 2025-05-16 → 2026-06-14 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 395 days from 2025-05-16 to 2026-06-14. Pushes: 51 total, peak 4 in a day. Pull requests: 14 total, peak 3 in a day. Issues: 24 total, peak 4 in a day. Comments: 25 total, peak 5 in a day. Stars: 189 total, peak 6 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 |
|---|---|---|---|---|
| Eric-Xiang-526 | 30 | 19 | 3 | 7 |
| Qing145 | 17 | 13 | 0 | 1 |
| GraphRAG-Bench | 13 | 6 | 0 | 3 |
| wuchuanjie | 13 | 12 | 0 | 1 |
| FloretKu | 8 | 0 | 1 | 2 |
| Powerkrieger | 7 | 0 | 3 | 2 |
| 7HHHHH | 6 | 0 | 0 | 1 |
| cxfyxl | 2 | 0 | 0 | 1 |
| ZhizhenChen | 2 | 0 | 2 | 0 |
| ridiculers | 2 | 0 | 0 | 1 |
| zhuwanfeng007 | 2 | 0 | 0 | 1 |
| yishanyuan | 2 | 0 | 0 | 2 |
| ujisoo | 1 | 0 | 1 | 0 |
| Freaking-Bob | 1 | 0 | 1 | 0 |
| xiaotao44 | 1 | 0 | 0 | 0 |
| icedpanda | 1 | 0 | 0 | 1 |
| chriscain828 | 1 | 0 | 1 | 0 |
| SherryChen0114 | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#517HHHHH2025-12-19 09:11Regarding graph quality
- Pull request#48SherryChen01142025-12-12 17:11
- Pull request#47chriscain8282025-12-11 04:36
- Issue#42Qing1452025-12-03 08:40Direct response results of llm
- Issue comment#38Eric-Xiang-5262025-12-01 02:11[Data Discrepancy] Reproduced graph metrics for HippoRAG2 (Medical Dataset) conflict with paper's reported statistics
- Issue comment#42Eric-Xiang-5262025-11-30 02:39Direct response results of llm
- Issue#30Qing1452025-11-30 00:52How long does benchmarking take for you?
- Issue#44xiaotao442025-11-29 07:45是否可以用DIGIMON跑所有bench
- Issue#377HHHHH2025-11-24 04:42Questions about the weighting of answer accuracy
- Issue comment#377HHHHH2025-11-24 04:42Questions about the weighting of answer accuracy
- Pull request#35Freaking-Bob2025-11-20 20:18
- Pull request#33ZhizhenChen2025-11-18 05:58
- Pull request#33ZhizhenChen2025-11-18 05:54
- Pull request#32ujisoo2025-11-18 05:35
- Issue comment#31yishanyuan2025-11-18 00:35Yishanyuan 1
- Issue comment#31yishanyuan2025-11-18 00:34Yishanyuan 1
- Issue comment#30Eric-Xiang-5262025-11-15 02:30How long does benchmarking take for you?
- Issue#28Eric-Xiang-5262025-10-30 02:23Error embedding url while using ollama
- Issue comment#27cxfyxl2025-10-16 04:44table 9中LightRAG复现实验的问题
- Issue#22Qing1452025-10-16 03:24Redundancy in Example code
- Issue#27cxfyxl2025-10-16 03:14table 9中LightRAG复现实验的问题
- Issue#267HHHHH2025-10-15 07:14About the novel dataset
- Issue comment#23Eric-Xiang-5262025-10-06 03:14Cant run fast-graphrag
- Issue comment#24Eric-Xiang-5262025-10-06 03:14Cant run hipporag
- Issue comment#21Powerkrieger2025-09-29 09:48separate generation and evaluation instructions into their own README…
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 189 stars here means stars gained during the window, not the repo's star count.