Datasets:
metadata
dataset_info:
features:
- name: instruction
dtype: string
- name: annotation_id
dtype: string
- name: actions
sequence:
- name: action_id
dtype: string
- name: obs_before_path
dtype: string
- name: obs_after_path
dtype: string
- name: obs_before
dtype: image
- name: obs_after
dtype: image
- name: operation
dtype: string
- name: bbox
struct:
- name: x
dtype: float32
- name: 'y'
dtype: float32
- name: width
dtype: float32
- name: height
dtype: float32
- name: metadata
struct:
- name: repr
dtype: string
- name: text
dtype: string
- name: source
dtype: string
- name: platform
dtype: string
- name: action_space
sequence: string
- name: is_success
dtype: bool
splits:
- name: train
num_bytes: 2343867236
num_examples: 345
download_size: 1425594267
dataset_size: 2343867236
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: mit
task_categories:
- visual-question-answering
language:
- en
IDM-Multiple
IDM-Multiple is part of the IDMBench in AgentStudio for evaluating agent's ability to learn from Internet-scale videos without action labels. Specifically, this dataset requires VLMs to answer an action sequence within a video clip of screen recoding. Please note that this dataset is a test set rather than a training set. Therefore, please do not use it for training. More details are provided in the project page.