| --- |
| dataset_info: |
| - config_name: biaxialTension |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 25379101 |
| num_examples: 100 |
| download_size: 25379101 |
| dataset_size: 25379101 |
| - config_name: bucklingSnapthrough |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 12636584 |
| num_examples: 100 |
| download_size: 12636584 |
| dataset_size: 12636584 |
| - config_name: cantileverLocalization |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 9736036 |
| num_examples: 100 |
| download_size: 9736036 |
| dataset_size: 9736036 |
| - config_name: contactPatchCompression |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 26308948 |
| num_examples: 100 |
| download_size: 26308948 |
| dataset_size: 26308948 |
| - config_name: cubeCompression3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 81491519 |
| num_examples: 100 |
| download_size: 81491519 |
| dataset_size: 81491519 |
| - config_name: cylinderTorsion3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 47283212 |
| num_examples: 100 |
| download_size: 47283212 |
| dataset_size: 47283212 |
| - config_name: hyperelasticNeoHookean3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 13875942 |
| num_examples: 100 |
| download_size: 13875942 |
| dataset_size: 13875942 |
| - config_name: hyperelasticNeoHookeanCuboid3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 25806162 |
| num_examples: 100 |
| download_size: 25806162 |
| dataset_size: 25806162 |
| - config_name: hyperelasticNeoHookeanSphere3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 20053164 |
| num_examples: 100 |
| download_size: 20053164 |
| dataset_size: 20053164 |
| - config_name: loadUnloadHysteresis |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 20267775 |
| num_examples: 100 |
| download_size: 20267775 |
| dataset_size: 20267775 |
| - config_name: longCuboidBending3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 38784114 |
| num_examples: 100 |
| download_size: 38784114 |
| dataset_size: 38784114 |
| - config_name: nearIncompressibleBlock |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 23660958 |
| num_examples: 100 |
| download_size: 23660958 |
| dataset_size: 23660958 |
| - config_name: necking |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 19172674 |
| num_examples: 100 |
| download_size: 19172674 |
| dataset_size: 19172674 |
| - config_name: neoHookean |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 22774396 |
| num_examples: 100 |
| download_size: 22774396 |
| dataset_size: 22774396 |
| - config_name: notchedBarTension3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 32810196 |
| num_examples: 100 |
| download_size: 32810196 |
| dataset_size: 32810196 |
| - config_name: plasticJ2CylinderTension3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 24822149 |
| num_examples: 100 |
| download_size: 24822149 |
| dataset_size: 24822149 |
| - config_name: plasticJ2LargeStrain3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 50549482 |
| num_examples: 100 |
| download_size: 50549482 |
| dataset_size: 50549482 |
| - config_name: plasticJ2NotchedBar3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 25284813 |
| num_examples: 100 |
| download_size: 25284813 |
| dataset_size: 25284813 |
| - config_name: plateWithHole |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 17179964 |
| num_examples: 100 |
| download_size: 17179964 |
| dataset_size: 17179964 |
| - config_name: plateWithHole3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 67393159 |
| num_examples: 100 |
| download_size: 67393159 |
| dataset_size: 67393159 |
| - config_name: pureShear |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 25097021 |
| num_examples: 100 |
| download_size: 25097021 |
| dataset_size: 25097021 |
| - config_name: sphereIndentation3D |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 41019660 |
| num_examples: 100 |
| download_size: 41019660 |
| dataset_size: 41019660 |
| - config_name: threePointBending |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 9875990 |
| num_examples: 100 |
| download_size: 9875990 |
| dataset_size: 9875990 |
| - config_name: torsionShear |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 11508954 |
| num_examples: 100 |
| download_size: 11508954 |
| dataset_size: 11508954 |
| - config_name: uniaxialCompression |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 28875734 |
| num_examples: 100 |
| download_size: 28875734 |
| dataset_size: 28875734 |
| - config_name: uniaxialTension |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 23852775 |
| num_examples: 100 |
| download_size: 23852775 |
| dataset_size: 23852775 |
| - config_name: yieldHardening |
| features: |
| - name: query_id |
| dtype: string |
| - name: case_id |
| dtype: string |
| - name: raw_text |
| dtype: string |
| - name: parsed_text |
| dtype: string |
| - name: video |
| dtype: video |
| splits: |
| - name: test |
| num_bytes: 23507972 |
| num_examples: 100 |
| download_size: 23507972 |
| dataset_size: 23507972 |
| --- |
| |
| # World Embedding Solid Retrieval |
|
|
| World Embedding Solid Retrieval is the solid mechanics retrieval split of the |
| [World Embedding Benchmark](https://arxiv.org/pdf/2610.03632). It contains |
| 2,700 simulation videos from 27 physics families. The family shards are loaded |
| together as the default configuration. |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset( |
| "World-Representation-Lab/World-Embedding-Solid-Retrieval", |
| split="test", |
| ) |
| ``` |
|
|
| ## Fields |
|
|
| - `query_id`: unique text-query identifier. |
| - `case_id`: simulation case identifier. |
| - `raw_text`: structured physical description. |
| - `parsed_text`: natural-language retrieval caption. |
| - `video`: simulation video. |
|
|
| The benchmark uses `parsed_text` for text-video retrieval. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{liu2026worldembeddingbenchmark, |
| title = {World Embedding Benchmark}, |
| author = {Yiqi Liu and Ruifeng Yuan and Yang Wang and Long Li and Fengyu Cai and Hou Pong Chan and Jialin Yu and Hao Zhang and Chenghua Lin and Chenghao Xiao}, |
| year = {2026}, |
| eprint = {2610.03632}, |
| archivePrefix = {arXiv}, |
| primaryClass = {cs.CV}, |
| url = {https://arxiv.org/abs/2610.03632} |
| } |
| ``` |
|
|
