Dataset · Hugging Face

AgenticFinLab/H2EPR-Bench

Name: H2EPR-Bench
Creator: AgenticFinLab
License: cc-by-nc-4.0
Keywords: task_categories:text-generation, task_categories:other, language:en, license:cc-by-nc-4.0, size_categories:10K<n<100K, format:parquet, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, event-understanding, benchmark

H²EPR-Bench An Evidence-Traceable Benchmark for Event-Process Reconstruction H²EPR-Bench asks a demanding question: can a model reconstruct how a complex real-world event unfolded, rather than merely summarize what happened? Given an event specification and fixed multi-source evidence, a system produces a hierarchical heterogeneous Event-Process Graph (EPG) that makes stages, episodes, participants, actions, outcomes, relations, and evidence support explicit.… See the full description on the dataset page: https://huggingface.co/datasets/AgenticFinLab/H2EPR-Bench.

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Author / organization	AgenticFinLab
License (as declared)	cc-by-nc-4.0
Downloads	603 (as reported by Hugging Face)
Likes	3
Created	17 June 2026
Last updated at source	25 August 2026

event-understandingbenchmarkevent-process-reconstructionevidence-groundedgraph-structured-datatemporal-reasoningcausal-reasoningllm-evaluation

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