---
license: mit
dataset_info:
  features:
  - name: task_type
    dtype: string
  - name: instance_index
    dtype: int64
  - name: config
    dtype: string
  splits:
  - name: hill_default
    num_bytes: 639
    num_examples: 2
  - name: tree_default
    num_bytes: 53937
    num_examples: 3
  - name: maxsat_default
    num_bytes: 5820
    num_examples: 4
  - name: hill_hard
    num_bytes: 9781
    num_examples: 7
  - name: tree_hard
    num_bytes: 117947
    num_examples: 7
  - name: maxsat_hard
    num_bytes: 10608
    num_examples: 7
  - name: hill_full
    num_bytes: 20718
    num_examples: 50
  - name: tree_full
    num_bytes: 578119
    num_examples: 50
  - name: maxsat_full
    num_bytes: 128649
    num_examples: 50
  download_size: 499010
  dataset_size: 926218
configs:
- config_name: default
  data_files:
  - split: hill_default
    path: data/hill_default-*
  - split: tree_default
    path: data/tree_default-*
  - split: maxsat_default
    path: data/maxsat_default-*
  - split: hill_hard
    path: data/hill_hard-*
  - split: tree_hard
    path: data/tree_hard-*
  - split: maxsat_hard
    path: data/maxsat_hard-*
  - split: hill_full
    path: data/hill_full-*
  - split: tree_full
    path: data/tree_full-*
  - split: maxsat_full
    path: data/maxsat_full-*
tags:
- exploration
- interactive
- agent
pretty_name: Explore-Exploit Benchmark
size_categories:
- n<1K
---

# Explore-Exploit Bench — **Failing to Explore: Language Models on Interactive Tasks**

<div align="center">
<a href="https://arxiv.org/abs/2601.22345">
  <img src="https://img.shields.io/badge/arXiv-2601.22345-b31b1b.svg" alt="arXiv">
</a>
<a href="https://explore-exploit-bench.github.io">
  <img src="https://img.shields.io/badge/Website-Visit-blue" alt="Website">
</a>
<a href="https://github.com/mahdi-jfri/explore-exploit-bench">
  <img src="https://img.shields.io/badge/github-repo-blue?logo=github" alt="Github">
</a>
</div>

![Visual Description of Interactive Tasks](https://raw.githubusercontent.com/mahdi-jfri/explore-exploit-bench/refs/heads/master/teaser.svg)

We refer to [our github repo](https://github.com/mahdi-jfri/explore-exploit-bench) for more information on instances and how to use the dataset.