multihop
Datasets
All datasets matching “multihop”MultiHopRAG
Dataset Card for Dataset Name
A Dataset for Evaluating Retrieval-Augmented Generation Across Documents
Dataset Description
MultiHop-RAG: a QA dataset to evaluate retrieval and reasoning across documents with metadata in the RAG pipelines. It contains 2556 queries, with evidence for each query distributed across 2 to 4 documents. The queries also involve document metadata, reflecting complex scenarios commonly found in real-world RAG applications.
Dataset Sources… See the full description on the dataset page: https://huggingface.co/datasets/yixuantt/MultiHopRAG.multihop_qamultihop_qa_sftmultihop_qa_sft_doc4096_seq1024_v2MultihopSpatial
[ECCV 2026] MultihopSpatial: Multi-hop Compositional Spatial Reasoning Benchmark for Vision-Language Models
Project Page |
Paper |
Model
Overview
MultihopSpatial is a benchmark designed to evaluate whether vision-language models (VLMs) demonstrate robustness in multi-hop compositional spatial reasoning. Unlike existing benchmarks that only assess single-step spatial relations, MultihopSpatial features queries with 1 to 3 reasoning hops paired with… See the full description on the dataset page: https://huggingface.co/datasets/etri-vilab/MultihopSpatial.zoology_multihop
Zoology Multihop Associative Retrieval
irodkin/zoology_multihop is a deterministic synthetic associative-retrieval
dataset with multiple queries per context. It uses integer token arrays rather
than natural-language text.
Configurations
Every configuration is named N{N}-H{H}-V4096 and uses one of:
N: 8, 16, 32, 64, or 128 total key-value edges.
H: 1, 2, 4, or 8 edges per chain.
V: exactly 4,096 total tokens.
The complete release contains all 20 combinations. A… See the full description on the dataset page: https://huggingface.co/datasets/irodkin/zoology_multihop.