Benchmark
GraphWalks Benchmark
What is GraphWalks?
GraphWalks is a synthetic multi-hop long-context reasoning benchmark in which a model is given an edge-list representation of a graph and must traverse it to…
- Modality
- text
- Evaluates
- long context, reasoning
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 3
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/graphwalks?top_n=500
GraphWalks results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| MAI-Thinking-1 | Microsoft | 0.9 | 2026-06-02 | evidence |
| MiMo-V2.5 | Xiaomi | 0.87 | 2026-04-22 | evidence |
| MiMo-V2.5-Pro | Xiaomi | 0.62 | 2026-04-27 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.