insight-bench
InsightBench-Assetsinsight_bench
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
Dataset Summary
[Paper][Website][Dataset]
Insight-Bench is a benchmark dataset designed to evaluate end-to-end data analytics by evaluating agents' ability to perform comprehensive data analysis across diverse use cases, featuring carefully curated insights, an evaluation mechanism based on LLaMA-3-Eval or G-EVAL, and a data analytics agent, AgentPoirot.
1. Install the… See the full description on the dataset page: https://huggingface.co/datasets/ServiceNow/insight_bench.Light-INSIGHT-Bench
INSIGHT-Bench v1
A human-curated object-goal navigation benchmark: 1,097 episodes over 210 scenes, each
episode a short natural-language instruction, a start pose, a goal position and a success radius,
defined on Z-up, metre-scaled USD conversions of four scene sources -- HM3D, Matterport3D,
InteriorGS and Habitat-GS (3D Gaussian Splatting). It is evaluated in NVIDIA Isaac Sim by
the INSIGHT-Bench evaluation SDK, which publishes exactly one coordinate over these bytes:… See the full description on the dataset page: https://huggingface.co/datasets/LightOriginsHQ/Light-INSIGHT-Bench.InsightBench-Assets-v0.1
InsightBench Assets v0.1
This dataset repository hosts the public asset archive for InsightBench, a
robot manipulation benchmark with visual guide-conditioned tasks.
Primary archive:
InsightBench-Assets-v0.1.tar.gz
InsightBench-Assets-v0.1.tar.gz.sha256
Google Drive mirror:
https://drive.google.com/drive/folders/1ut90XWm8BaQhdlbxyp03wzSVSYNtpVmc
Download
huggingface-cli download paragon7060/InsightBench-Assets-v0.1 \
--repo-type dataset \
--include… See the full description on the dataset page: https://huggingface.co/datasets/paragon7060/InsightBench-Assets-v0.1.CMDR-Bench
Dataset Card for CMDR-Bench
CMDR-Bench is the first benchmark that jointly evaluates multi-page reasoning and multimodal document retrieval. It comprises 800 high-quality, human-annotated queries spanning four query categories and 255 documents across six domains, with an average document length of 183.5 pages.
Dataset Description
Task Definition
Given a query and a multi-page document, the task is to retrieve the top-k target pages that contain… See the full description on the dataset page: https://huggingface.co/datasets/NTT-hil-insight/CMDR-Bench.market-insight-benchmarks
Financial News Market Insight Bridge Benchmarks
Benchmark dataset of 20 financial news article cases with individual scores for AI visibility, content discovery, topic matching, search visibility, article organization, and finance topic mapping.
Built by FinancialNews.it.com.
Dataset Description
This dataset contains benchmark data for a content visibility and AI discovery bot helping Financial News articles gain greater discoverability across AI platforms… See the full description on the dataset page: https://huggingface.co/datasets/financialnews/market-insight-benchmarks.