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---
dataset_info:
- config_name: task_1_plan_generation
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: instance_id
dtype: int64
- name: example_instance_ids
sequence: int64
- name: query
dtype: string
- name: ground_truth_plan
dtype: string
splits:
- name: train
num_bytes: 8881960
num_examples: 2270
download_size: 1029517
dataset_size: 8881960
- config_name: task_2_plan_optimality
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: instance_id
dtype: int64
- name: example_instance_ids
sequence: int64
- name: query
dtype: string
- name: ground_truth_plan
dtype: string
splits:
- name: train
num_bytes: 6414680
num_examples: 1692
download_size: 712125
dataset_size: 6414680
- config_name: task_3_plan_verification
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: instance_id
dtype: int64
- name: query
dtype: string
- name: ground_truth_plan
dtype: string
splits:
- name: train
num_bytes: 8422076
num_examples: 1584
download_size: 1029705
dataset_size: 8422076
- config_name: task_5_plan_generalization
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: instance_id
dtype: int64
- name: example_instance_ids
sequence: int64
- name: query
dtype: string
- name: ground_truth_plan
dtype: string
splits:
- name: train
num_bytes: 3867665
num_examples: 1112
download_size: 460015
dataset_size: 3867665
- config_name: task_7_plan_execution
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: instance_id
dtype: int64
- name: example_instance_ids
sequence: int64
- name: query
dtype: string
- name: ground_truth_plan
sequence: string
splits:
- name: train
num_bytes: 5007119
num_examples: 1485
download_size: 476580
dataset_size: 5007119
- config_name: task_8_1_goal_shuffling
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: query
dtype: string
- name: ground_truth_plan
dtype: string
- name: instance_id
dtype: int64
- name: single_goal_instances
dtype: int64
splits:
- name: train
num_bytes: 5080244
num_examples: 1485
download_size: 572501
dataset_size: 5080244
- config_name: task_8_2_full_to_partial
features:
- name: task
dtype: string
- name: prompt_type
dtype: string
- name: domain
dtype: string
- name: query
dtype: string
- name: ground_truth_plan
dtype: string
- name: instance_id
dtype: int64
splits:
- name: train
num_bytes: 5325135
num_examples: 1485
download_size: 615941
dataset_size: 5325135
configs:
- config_name: task_1_plan_generation
data_files:
- split: train
path: task_1_plan_generation/train-*
- config_name: task_2_plan_optimality
data_files:
- split: train
path: task_2_plan_optimality/train-*
- config_name: task_3_plan_verification
data_files:
- split: train
path: task_3_plan_verification/train-*
- config_name: task_5_plan_generalization
data_files:
- split: train
path: task_5_plan_generalization/train-*
- config_name: task_7_plan_execution
data_files:
- split: train
path: task_7_plan_execution/train-*
- config_name: task_8_1_goal_shuffling
data_files:
- split: train
path: task_8_1_goal_shuffling/train-*
- config_name: task_8_2_full_to_partial
data_files:
- split: train
path: task_8_2_full_to_partial/train-*
---
# Dataset Card for "planbench"
https://arxiv.org/abs/2206.10498
```
@article{valmeekam2024planbench,
title={Planbench: An extensible benchmark for evaluating large language models on planning and reasoning about change},
author={Valmeekam, Karthik and Marquez, Matthew and Olmo, Alberto and Sreedharan, Sarath and Kambhampati, Subbarao},
journal={Advances in Neural Information Processing Systems},
volume={36},
year={2024}
}
``` |