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README.md

@@ -124,68 +124,21 @@ self-maintained sequential counter drifts silently if the decoder ever skips a f
 
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 <!-- COLLECTION_TABLE_START -->
-## The collection
-
-Every dataset we have taken through this pipeline, with what is published today.
-All repos live under [`MIT-Media-Lab`](https://huggingface.co/MIT-Media-Lab) and are
-**annotations only — no images, no video**.
-
 | dataset | episodes | training samples | our contribution | size | HF |
 |---|---:|---:|---|---:|---|
 | **EPIC-KITCHENS-100** | 149,570 | 4,019,534 | episodes + text | 8.70 GB | [`epic30-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/epic30-annotations-v1) |
-| **EgoTouch** | 111,159 | 3,687,389 | episodes + text + **tactile** | 20.12 GB | [`egotouch-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/egotouch-annotations-v1) |
+| **EgoTouch** | 107,364 | 3,123,675 | episodes + text + **tactile** | 17.02 GB | [`egotouch-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/egotouch-annotations-v1) |
 | **GigaHands** | 70,486 | 2,266,087 | episodes + text | 2.89 GB | [`gigahands-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/gigahands-annotations-v1) |
 | **Ego-Exo4D** | 67,051 | 1,757,474 | text only | 4.09 GB | [`egoexo4d-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/egoexo4d-annotations-v1) |
-| **Something-Something V2** | 52,706 | 1,124,722 | text only | 4.63 GB | [`ssv2-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/ssv2-annotations-v1) |
-| **OakInk2** | 28,264 | 1,371,721 | episodes + text | 1.92 GB | [`oakink2-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/oakink2-annotations-v1) |
+| **OakInk2** | 29,058 | 1,052,924 | episodes + text | 1.56 GB | [`oakink2-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/oakink2-annotations-v1) |
 | **TACO** | 23,757 | 736,136 | episodes + text | 1.34 GB | [`taco-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/taco-annotations-v1) |
-| **HOT3D** | 18,590 | 780,678 | episodes + text | 1.72 GB | [`hot3d-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/hot3d-annotations-v1) |
-| **Tachin** | 2,422 | 97,638 | episodes + text + **tactile** | 4.13 GB | [`tachin-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/tachin-annotations-v1) |
+| **HOT3D** | 18,805 | 619,680 | episodes + text | 1.51 GB | [`hot3d-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/hot3d-annotations-v1) |
 | **ARCTIC** | 12,610 | 425,796 | episodes + text | 0.85 GB | [`arctic-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/arctic-annotations-v1) |
-| **H2O** | 5,696 | 196,941 | episodes + text | 0.40 GB | [`h2o-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/h2o-annotations-v1) |
-| **total** | **542,311** | **16,464,116** | | **50.7 GB** | |
-
-**episodes** = entries in `episode_frame_index.npz`, i.e. what a training run actually sees.
-**training samples** = rows of `index_frame_pair`; the row number *is* the sample id.
-
-*episodes + text* means we re-cut the source ourselves at wrist-speed minima and then wrote the
-instructions. *text only* means the episodes are VITRA-1M's official segmentation, used unchanged,
-and only the instructions are ours.
-
-Episodes whose round-1 caption came back `N/A` (no object interaction) are **not** published —
-they are excluded from both the archive and the index, so every episode here has a usable
-instruction. That is why the published counts are below the totals we cut:
-
-| | episodes on disk | published | dropped as `N/A` |
-|---|---:|---:|---:|
-| EPIC-KITCHENS-100 | 151,502 | 149,570 | 1,932 (1.3%) |
-| EgoTouch | 147,386 | 111,159 | 36,227 (24.6%) |
-| GigaHands | 92,365 | 70,486 | 21,879 (23.7%) |
-| Ego-Exo4D | 67,051 | 67,051 | 0 |
-| Something-Something V2 | 52,706 | 52,706 | 0 |
-| OakInk2 | 37,692 | 28,264 | 9,427 (25.0%) |
-| TACO | 26,454 | 23,757 | 2,697 (10.2%) |
-| HOT3D | 22,578 | 18,590 | 3,988 (17.7%) |
-| Tachin | 3,019 | 2,422 | 597 (19.8%) |
-| ARCTIC | 14,821 | 12,610 | 2,211 (14.9%) |
-| H2O | 7,792 | 5,696 | 2,096 (26.9%) |
-
-`ssv2` and `egoexo4d` are 0 because VITRA-1M already dropped `N/A` upstream — their episodes
-are the official segmentation, so there was nothing left for us to drop. Their on-disk counts are
-slightly below VITRA-1M's published index (52,718 and 67,053) because round 2 marked a handful of
-sentences `unusable` and we deleted those episodes: **12** from `ssv2`, **2** from `egoexo4d`.
-
-
-### DexYCB was removed
-
-**DexYCB was removed from this collection on 2026-08-30.** It is captured by 8 fixed RealSense
-cameras around a table; its own `camera.role` field reads `allocentric` on all 15,878 episodes.
-Unlike OakInk2, which ships an egocentric view alongside three allocentric ones, DexYCB has no
-head-mounted camera at all, so there was nothing to filter down to.
-
-### Not published yet
-
-| dataset | episodes cut | where it stands |
-|---|---:|---|
-| HOI4D | — | source converted by a colleague; not re-cut |
+| **H2O** | 5,845 | 200,332 | episodes + text | 0.40 GB | [`h2o-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/h2o-annotations-v1) |
+| **Tachin** | 2,669 | 79,584 | episodes + text + **tactile** | 3.38 GB | [`tachin-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/tachin-annotations-v1) |
+| **total** | **487,215** | **14,281,222** | | **41.7 GB** | |
+
+> **Something-Something V2 was dropped** from the collection (12 fps against
+> 30 fps everywhere else, so a 16-step action chunk spans 1.33 s instead of 0.53 s).
+> The repository still exists but should not be used.
 <!-- COLLECTION_TABLE_END -->