--- 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} } ```