README.md

---
language:
- en
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"

```
@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}
}
```