README.md

metadata

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}
}