Restore six-split PROWBench dataset viewer

README.md

@@ -10,13 +10,29 @@ tags:
 - programmable-world-models
 arxiv: "2610.02205"
 pretty_name: PROWBench — Episodes
+configs:
+- config_name: default
+  default: true
+  data_files:
+  - split: full
+    path: episodes/splits/full.parquet
+  - split: verified_first_frame
+    path: episodes/splits/verified_first_frame.parquet
+  - split: unverified_first_frame
+    path: episodes/splits/unverified_first_frame.parquet
+  - split: long_video
+    path: episodes/splits/long_video.parquet
+  - split: multi_view
+    path: episodes/splits/multi_view.parquet
+  - split: neon
+    path: episodes/splits/neon.parquet
 ---
 
 # PROWBench Dataset
 
 **Do Video Models Render What the Program Specifies?**
 
-**TL;DR —** PROWBench evaluates whether video models render program-specified motion and interactions, using recorded world states and timestamped events as references. This **private, episodes-only input release** contains **170 evaluation cases, 200 selected camera views, and 600 proxy videos** in the original `episodes/` directory hierarchy. It does not include depth maps, generated model results, or a tabular Dataset Viewer index.
+**TL;DR —** PROWBench evaluates whether video models render program-specified motion and interactions, using recorded world states and timestamped events as references. This **private input release** preserves the `episodes/` directory hierarchy with **170 evaluation cases, 200 selected camera views, and 600 proxy videos**. Dataset Viewer indexes all **600 representation samples** across a full split and five group splits, with one image preview per case. Depth maps and generated model results are not included.
 
 [Paper](https://arxiv.org/abs/2610.02205) · [Project page](https://alaya-lab.github.io/PROWBench/) · [Gallery](https://alaya-lab.github.io/PROWBench/gallery.html) · [Code](https://github.com/AlayaLab/PROWBench)
 
@@ -36,14 +52,14 @@ These videos are **conditioning inputs**, not RGB ground-truth videos or generat
 
 ## Benchmark settings
 
-| Paper setting | Directory under `episodes/` | Cases | Views | Proxy videos | Available RGB first frames |
-|---|---|---:|---:|---:|---:|
-| Main: Verified-FF, 5 s | `verified_first_frame/` | 40 | 40 | 120 | 40 verified appearance anchors |
-| Main: Unverified-FF, 5 s | `unverified_first_frame/` | 90 | 90 | 270 | 0 prescribed anchors |
-| Challenge: long horizon, 30 s | `long_video/` | 10 | 10 | 30 | 0 |
-| Challenge: synchronized multi-view, 5 s | `multi_view/` | 10 | 40 | 120 | 0 |
-| Additional domain-specific Gunfight cases, 5 s | `gunfight/` | 20 | 20 | 60 | 20 available source first frames |
-| **Total** | | **170** | **200** | **600** | **60 available files** |
+| Paper setting | Directory under `episodes/` | Viewer split | Cases | Views | Proxy videos | Available RGB first frames |
+|---|---|---|---:|---:|---:|---:|
+| Main: Verified-FF, 5 s | `verified_first_frame/` | `verified_first_frame` | 40 | 40 | 120 | 40 verified appearance anchors |
+| Main: Unverified-FF, 5 s | `unverified_first_frame/` | `unverified_first_frame` | 90 | 90 | 270 | 0 prescribed anchors |
+| Challenge: long horizon, 30 s | `long_video/` | `long_video` | 10 | 10 | 30 | 0 |
+| Challenge: synchronized multi-view, 5 s | `multi_view/` | `multi_view` | 10 | 40 | 120 | 0 |
+| Additional domain-specific Gunfight cases, 5 s | `gunfight/` | `neon` | 20 | 20 | 60 | 20 available source first frames |
+| **Total** | | `full` | **170** | **200** | **600** | **60 available files** |
 
 In Verified-FF, methods that accept an RGB first frame receive the same checked appearance reference for a view. In Unverified-FF, appearance is determined by the method from the prescribed text and control signals. Each multi-view case provides four synchronized third-person follow cameras. The Gunfight cases are a separate domain-specific collection used in the paper's PWM comparison; its 20 cases derive from ten source recordings.
 
@@ -55,7 +71,9 @@ This repository supplies the episode inputs and records. It does **not** include
 
 ## Usage
 
-Browse the `episodes/` tree in **Files and versions**, or authenticate with an account that has access to this private dataset and download it:
+The Dataset Viewer `full` split has **600 rows, one per representation sample**. Its five group splits select rows from `full`; they are **not additional samples**. Rows contain the episode and camera IDs, representation, prompt text, and direct paths to the proxy video, prompt, first frame (when available), and manifest. The `preview_image` column contains **one image per case** (170 in total), attached to its selected `mixed` row. For 60 cases it is an available RGB first frame; for the other 110 it is an existing proxy preview. A proxy preview is **not** an RGB conditioning first frame. Browse the complete source tree in **Files and versions**.
+
+Authenticate with an account that has access to this private dataset and download it:
 
 ```bash
 hf auth login
@@ -72,6 +90,7 @@ The repository keeps the source directory layout:
 
 ```text
 episodes/
+  splits/                          # Six Parquet Viewer indexes; source files remain below
   verified_first_frame/<case>/
   unverified_first_frame/<case>/
   long_video/<case>/
@@ -81,11 +100,11 @@ episodes/
 
 An episode generally starts at `manifest.json` and has `scene/`, `cameras/`, `views/`, `logs/`, `annotations/`, and `validation/` as applicable. Under a selected camera's `views/<camera>/`, the `white/`, `mixed/`, and `colored-obb/` directories hold proxy media and prompts. Where supplied, the RGB appearance reference is in `views/<camera>/prompt-context/first_frame.png`. A case may have a named version subdirectory; follow its manifest and local metadata rather than assuming all cases have identical leaves.
 
-This is a **file-tree release**. There are no Parquet splits or configured table rows in this repository.
+The indexes are navigation aids; the episode files are the actual benchmark inputs. Viewer rows refer to those files and are not additional episodes or model outputs.
 
 ## Provenance and scope
 
-The uploaded tree has the same **22,781 relative file paths** as the source `PROWBench-release/episodes/` directory. To make that directory usable by itself, **2,926 symlinks** that originally pointed to the sibling `.shared/` store were replaced with their target file bytes at the same paths, and **2,907 metadata files containing shared references** were expanded into ordinary JSON/JSONL content. Other copied files were checked against their source hashes. This is a standalone, materialized form of the episode tree; metadata files that contained shared references are not byte-identical to the compact source files.
+The uploaded tree preserves the **22,781 relative file paths** of the source `PROWBench-release/episodes/` directory and adds six small Parquet indexes under `episodes/splits/` for browsing. To make the source directory usable by itself, **2,926 symlinks** that originally pointed to the sibling `.shared/` store were replaced with their target file bytes at the same paths, and **2,907 metadata files containing shared references** were expanded into ordinary JSON/JSONL content. Other copied files were checked against their source hashes. This is a standalone, materialized form of the episode tree; metadata files that contained shared references are not byte-identical to the compact source files.
 
 The full source bundle's root indexes, shared store, evaluation code, and historical provenance directory are outside this episodes-only release. Depth-conditioned inputs and generated model result videos are also absent. Engine event records describe the authored execution; they do not by themselves establish independent physical contact or causality. No public dataset license has been assigned to this private release.
 

episodes/splits/full.parquet

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episodes/splits/long_video.parquet

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episodes/splits/multi_view.parquet

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episodes/splits/neon.parquet

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+size 9099376

episodes/splits/unverified_first_frame.parquet

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episodes/splits/verified_first_frame.parquet

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