embedding list | pos_agent list | episode_idx int32 1 10k | step_idx int32 0 100 | source_row_index int64 112 921k | analysis_split stringclasses 2
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End of preview. Expand in Data Studio
TwoRooms LeWM Embeddings
This dataset contains 8192 frozen 192-dimensional image
embeddings sampled from
fracapuano/lewm-tworooms
and encoded with the official
quentinll/lewm-tworoom
checkpoint. It was produced for linear position-decoding and unsupervised
representation-sparsity analyses.
The repository is intentionally lightweight: it contains embeddings and labels, not source observation images.
Fields
| Field | Type | Description |
|---|---|---|
embedding |
float32[192] |
Projected CLS-token embedding from the frozen LeWM image encoder. |
pos_agent |
float32[2] |
Agent x/y position associated with the source frame. |
episode_idx |
int32 |
Zero-based episode index in the source dataset. |
step_idx |
int32 |
Zero-based step index within the source episode. |
source_row_index |
int64 |
Global row index in the source dataset revision. |
analysis_split |
string | Reserved episode-disjoint train or test assignment for downstream analysis. |
Provenance
- Source dataset revision:
a6dc0810c55cffb74500906735fa6e9ac323810c - Model revision:
77adaae0bc31deab21c93740d1f8bb947cd0bdec - Random sampling seed:
1729 - Source rows:
920809 - Sampled rows:
8192 - Unique sampled episodes:
5571 - Encoder preprocessing: ImageNet normalization and 224 x 224 resize
- Embedding: final projected image-encoder CLS token, before temporal prediction
The published train split contains all 8192 sampled records.
The analysis_split column provides an episode-disjoint 6144/
2048 split for probe validation.
Reproduction
The extraction and JAX analysis scripts live in the accompanying WorldLens
research workspace under experiments/tworoom_position_smearing/.
Dataset repository: fracapuano/tworooms-embeddings
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