molmospaces / README.md
jordi-ai2's picture
Upload dataset
be4d9ee verified
|
Raw History Blame
19.7 kB
metadata
license:
  - odc-by
  - cc-by-4.0
tags:
  - robotics
  - embodied ai
  - grasps
  - objects
  - scenes
  - benchmark
pretty_name: MolmoSpaces
size_categories:
  - 100K<n<1M
configs:
  - config_name: isaac__objects__objaverse__20260128
    data_files:
      - split: pkgs
        path: isaac__objects__objaverse__20260128/pkgs-*
  - config_name: isaac__objects__thor__20260128
    data_files:
      - split: pkgs
        path: isaac__objects__thor__20260128/pkgs-*
  - config_name: isaac__scenes__holodeck-objaverse-train__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__holodeck-objaverse-train__20260128/pkgs-*
  - config_name: isaac__scenes__holodeck-objaverse-val__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__holodeck-objaverse-val__20260128/pkgs-*
  - config_name: isaac__scenes__ithor__20260121
    data_files:
      - split: pkgs
        path: isaac__scenes__ithor__20260121/pkgs-*
  - config_name: isaac__scenes__procthor-10k-test__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__procthor-10k-test__20260128/pkgs-*
  - config_name: isaac__scenes__procthor-10k-train__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__procthor-10k-train__20260128/pkgs-*
  - config_name: isaac__scenes__procthor-10k-val__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__procthor-10k-val__20260128/pkgs-*
  - config_name: isaac__scenes__procthor-objaverse-train__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__procthor-objaverse-train__20260128/pkgs-*
  - config_name: isaac__scenes__procthor-objaverse-val__20260128
    data_files:
      - split: pkgs
        path: isaac__scenes__procthor-objaverse-val__20260128/pkgs-*
  - config_name: mujoco__benchmarks__molmospaces-bench-v1__20260210
    data_files:
      - split: pkgs
        path: mujoco__benchmarks__molmospaces-bench-v1__20260210/pkgs-*
  - config_name: mujoco__grasps__droid__20251116
    data_files:
      - split: pkgs
        path: mujoco__grasps__droid__20251116/pkgs-*
  - config_name: mujoco__grasps__droid_objaverse__20251218
    data_files:
      - split: pkgs
        path: mujoco__grasps__droid_objaverse__20251218/pkgs-*
  - config_name: mujoco__objects__objathor_metadata__20260129
    data_files:
      - split: pkgs
        path: mujoco__objects__objathor_metadata__20260129/pkgs-*
  - config_name: mujoco__objects__objaverse__20260131
    data_files:
      - split: pkgs
        path: mujoco__objects__objaverse__20260131/pkgs-*
  - config_name: mujoco__objects__thor__20251117
    data_files:
      - split: pkgs
        path: mujoco__objects__thor__20251117/pkgs-*
  - config_name: mujoco__robots__floating_robotiq__20260208_retry4
    data_files:
      - split: pkgs
        path: mujoco__robots__floating_robotiq__20260208_retry4/pkgs-*
  - config_name: mujoco__robots__floating_rum__20251110
    data_files:
      - split: pkgs
        path: mujoco__robots__floating_rum__20251110/pkgs-*
  - config_name: mujoco__robots__franka_droid__20260127
    data_files:
      - split: pkgs
        path: mujoco__robots__franka_droid__20260127/pkgs-*
  - config_name: mujoco__robots__rby1__20251224
    data_files:
      - split: pkgs
        path: mujoco__robots__rby1__20251224/pkgs-*
  - config_name: mujoco__robots__rby1m__20251224
    data_files:
      - split: pkgs
        path: mujoco__robots__rby1m__20251224/pkgs-*
  - config_name: mujoco__scenes__holodeck-objaverse-train__20251217
    data_files:
      - split: pkgs
        path: mujoco__scenes__holodeck-objaverse-train__20251217/pkgs-*
  - config_name: mujoco__scenes__holodeck-objaverse-val__20251217
    data_files:
      - split: pkgs
        path: mujoco__scenes__holodeck-objaverse-val__20251217/pkgs-*
  - config_name: mujoco__scenes__ithor__20251217
    data_files:
      - split: pkgs
        path: mujoco__scenes__ithor__20251217/pkgs-*
  - config_name: mujoco__scenes__procthor-10k-test__20251121
    data_files:
      - split: pkgs
        path: mujoco__scenes__procthor-10k-test__20251121/pkgs-*
  - config_name: mujoco__scenes__procthor-10k-train__20251122
    data_files:
      - split: pkgs
        path: mujoco__scenes__procthor-10k-train__20251122/pkgs-*
  - config_name: mujoco__scenes__procthor-10k-val__20251217
    data_files:
      - split: pkgs
        path: mujoco__scenes__procthor-10k-val__20251217/pkgs-*
  - config_name: mujoco__scenes__procthor-objaverse-train__20251205
    data_files:
      - split: pkgs
        path: mujoco__scenes__procthor-objaverse-train__20251205/pkgs-*
  - config_name: mujoco__scenes__procthor-objaverse-val__20251205
    data_files:
      - split: pkgs
        path: mujoco__scenes__procthor-objaverse-val__20251205/pkgs-*
  - config_name: mujoco__scenes__refs__20250923
    data_files:
      - split: pkgs
        path: mujoco__scenes__refs__20250923/pkgs-*
  - config_name: mujoco__test_data__franka_pick__20260202
    data_files:
      - split: pkgs
        path: mujoco__test_data__franka_pick__20260202/pkgs-*
  - config_name: mujoco__test_data__franka_pick_and_place__20260202
    data_files:
      - split: pkgs
        path: mujoco__test_data__franka_pick_and_place__20260202/pkgs-*
  - config_name: mujoco__test_data__rby1_door_opening__20250107
    data_files:
      - split: pkgs
        path: mujoco__test_data__rby1_door_opening__20250107/pkgs-*
  - config_name: mujoco__test_data__rum_open_close__20260202
    data_files:
      - split: pkgs
        path: mujoco__test_data__rum_open_close__20260202/pkgs-*
  - config_name: mujoco__test_data__rum_pick__20260202
    data_files:
      - split: pkgs
        path: mujoco__test_data__rum_pick__20260202/pkgs-*
  - config_name: mujoco__test_data__test_randomized_data__20251209
    data_files:
      - split: pkgs
        path: mujoco__test_data__test_randomized_data__20251209/pkgs-*
  - config_name: mujoco__test_data__thormap__20251209
    data_files:
      - split: pkgs
        path: mujoco__test_data__thormap__20251209/pkgs-*
dataset_info:
  - config_name: isaac__objects__objaverse__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 10765522
        num_examples: 129710
    download_size: 5909480
    dataset_size: 10765522
  - config_name: isaac__objects__thor__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 19061
        num_examples: 382
    download_size: 10077
    dataset_size: 19061
  - config_name: isaac__scenes__holodeck-objaverse-train__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 7148347
        num_examples: 99436
    download_size: 1986581
    dataset_size: 7148347
  - config_name: isaac__scenes__holodeck-objaverse-val__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 668890
        num_examples: 10000
    download_size: 209994
    dataset_size: 668890
  - config_name: isaac__scenes__ithor__20260121
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 7401
        num_examples: 120
    download_size: 4465
    dataset_size: 7401
  - config_name: isaac__scenes__procthor-10k-test__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 61890
        num_examples: 1000
    download_size: 21737
    dataset_size: 61890
  - config_name: isaac__scenes__procthor-10k-train__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 648890
        num_examples: 10000
    download_size: 211309
    dataset_size: 648890
  - config_name: isaac__scenes__procthor-10k-val__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 59890
        num_examples: 1000
    download_size: 21711
    dataset_size: 59890
  - config_name: isaac__scenes__procthor-objaverse-train__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 7182572
        num_examples: 99912
    download_size: 1998476
    dataset_size: 7182572
  - config_name: isaac__scenes__procthor-objaverse-val__20260128
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 668823
        num_examples: 9999
    download_size: 209969
    dataset_size: 668823
  - config_name: mujoco__benchmarks__molmospaces-bench-v1__20260210
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 227
        num_examples: 3
    download_size: 2820
    dataset_size: 227
  - config_name: mujoco__grasps__droid__20251116
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 5121
        num_examples: 81
    download_size: 5180
    dataset_size: 5121
  - config_name: mujoco__grasps__droid_objaverse__20251218
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 4041207
        num_examples: 48111
    download_size: 2036762
    dataset_size: 4041207
  - config_name: mujoco__objects__objathor_metadata__20260129
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 165
        num_examples: 2
    download_size: 2798
    dataset_size: 165
  - config_name: mujoco__objects__objaverse__20260131
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 11155955
        num_examples: 129725
    download_size: 6078341
    dataset_size: 11155955
  - config_name: mujoco__objects__thor__20251117
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 1119
        num_examples: 17
    download_size: 3279
    dataset_size: 1119
  - config_name: mujoco__robots__floating_robotiq__20260208_retry4
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 60
        num_examples: 1
    download_size: 2627
    dataset_size: 60
  - config_name: mujoco__robots__floating_rum__20251110
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 58
        num_examples: 1
    download_size: 2616
    dataset_size: 58
  - config_name: mujoco__robots__franka_droid__20260127
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 56
        num_examples: 1
    download_size: 2606
    dataset_size: 56
  - config_name: mujoco__robots__rby1__20251224
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 48
        num_examples: 1
    download_size: 2564
    dataset_size: 48
  - config_name: mujoco__robots__rby1m__20251224
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
      - name: inflated_size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 49
        num_examples: 1
    download_size: 2569
    dataset_size: 49
  - config_name: mujoco__scenes__holodeck-objaverse-train__20251217
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 7188691
        num_examples: 99997
    download_size: 2023505
    dataset_size: 7188691
  - config_name: mujoco__scenes__holodeck-objaverse-val__20251217
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 668977
        num_examples: 10001
    download_size: 208645
    dataset_size: 668977
  - config_name: mujoco__scenes__ithor__20251217
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 7521
        num_examples: 122
    download_size: 4661
    dataset_size: 7521
  - config_name: mujoco__scenes__procthor-10k-test__20251121
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 62097
        num_examples: 1002
    download_size: 21023
    dataset_size: 62097
  - config_name: mujoco__scenes__procthor-10k-train__20251122
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 648890
        num_examples: 10000
    download_size: 207799
    dataset_size: 648890
  - config_name: mujoco__scenes__procthor-10k-val__20251217
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 59971
        num_examples: 1001
    download_size: 20824
    dataset_size: 59971
  - config_name: mujoco__scenes__procthor-objaverse-train__20251205
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 7183525
        num_examples: 99925
    download_size: 1987420
    dataset_size: 7183525
  - config_name: mujoco__scenes__procthor-objaverse-val__20251205
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 668910
        num_examples: 10000
    download_size: 208658
    dataset_size: 668910
  - config_name: mujoco__scenes__refs__20250923
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 69
        num_examples: 1
    download_size: 2256
    dataset_size: 69
  - config_name: mujoco__test_data__franka_pick__20260202
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 47
        num_examples: 1
    download_size: 2142
    dataset_size: 47
  - config_name: mujoco__test_data__franka_pick_and_place__20260202
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 57
        num_examples: 1
    download_size: 2194
    dataset_size: 57
  - config_name: mujoco__test_data__rby1_door_opening__20250107
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 53
        num_examples: 1
    download_size: 2174
    dataset_size: 53
  - config_name: mujoco__test_data__rum_open_close__20260202
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 54
        num_examples: 1
    download_size: 2179
    dataset_size: 54
  - config_name: mujoco__test_data__rum_pick__20260202
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 44
        num_examples: 1
    download_size: 2127
    dataset_size: 44
  - config_name: mujoco__test_data__test_randomized_data__20251209
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 56
        num_examples: 1
    download_size: 2189
    dataset_size: 56
  - config_name: mujoco__test_data__thormap__20251209
    features:
      - name: path
        dtype: string
      - name: shard_id
        dtype: int64
      - name: offset
        dtype: int64
      - name: size
        dtype: int64
    splits:
      - name: pkgs
        num_bytes: 43
        num_examples: 1
    download_size: 2121
    dataset_size: 43

MolmoSpaces

This respository contains asset data for MolmoSpaces, including

  • Objects
  • Robots
  • Scenes
  • Grasps
  • Benchmarks

Updates

[2026/02/16] - Isaac-compatible USD objects and scenes now also available!

Downloading

We recommend using the download.py script to list available data sources and extract data from one or all sources to a local cache directory. To use the script you'll need a few dependecies in your Python environment that can be installed, e.g., by:

pip install zstandard datasets huggingface-hub tqdm

License

The Objaverse subset is licensed under ODC-BY 1.0. All other data subsets are licensed under CC BY 4.0. This dataset is intended for research and educational use in accordance with Ai2's Responsible Use Guidelines.

Data Attributions

The xml files have been modified from the original versions provided by the following sources:

The included metadata (downloadable from the mujoco/objects/objathor_metadata/20260129 source) provides the license for each object in the Objaverse subset.

We note that Objaverse models have been significantly modified to reduce memory and processing requirements, including mesh decimation, convex collider extraction, and baking of visual effects via Blender scripts, so the provided quality may not reflect the original model.