Upload folder using huggingface_hub

README.md

@@ -0,0 +1,155 @@
+---
+dataset_info:
+- config_name: code_edit
+  features:
+  - name: unique_index
+    dtype: int64
+  - name: item_name
+    dtype: string
+  - name: image
+    dtype: image
+  - name: edit_prompt
+    dtype: string
+  - name: difficulty_level
+    dtype: string
+  - name: change_identify
+    dtype: string
+  - name: original_code
+    dtype: string
+  - name: edited_code
+    dtype: string
+  - name: git_diff
+    dtype: string
+  splits:
+  - name: english
+    num_bytes: 87865093.0
+    num_examples: 165
+  - name: french
+    num_bytes: 39691856.0
+    num_examples: 68
+  - name: german
+    num_bytes: 35880444.0
+    num_examples: 67
+  - name: spanish
+    num_bytes: 51186760.0
+    num_examples: 75
+  download_size: 214624153
+  dataset_size: 214624153
+- config_name: mockup2code
+  features:
+  - name: image
+    dtype: image
+  - name: ground_truth
+    dtype: image
+  - name: sketch_type
+    dtype: int64
+  - name: language
+    dtype: string
+  splits:
+  - name: English
+    num_bytes: 414902307.0
+    num_examples: 397
+  - name: French
+    num_bytes: 54367567.0
+    num_examples: 91
+  - name: German
+    num_bytes: 70486696.0
+    num_examples: 87
+  - name: Spanish
+    num_bytes: 14543797.0
+    num_examples: 19
+  download_size: 554300367
+  dataset_size: 554300367
+- config_name: web_qa
+  features:
+  - name: image
+    dtype: image
+  - name: question
+    dtype: string
+  - name: ground_truth
+    dtype: string
+  - name: question_type
+    dtype: string
+  - name: language
+    dtype: string
+  splits:
+  - name: english
+    num_bytes: 306573273.0
+    num_examples: 1476
+  - name: french
+    num_bytes: 78736984.0
+    num_examples: 535
+  - name: german
+    num_bytes: 94020693.0
+    num_examples: 620
+  - name: spanish
+    num_bytes: 98382195.0
+    num_examples: 640
+  download_size: 577713145
+  dataset_size: 577713145
+configs:
+- config_name: code_edit
+  data_files:
+  - split: english
+    path: code_edit/english-00000-of-00001.parquet
+  - split: french
+    path: code_edit/french-00000-of-00001.parquet
+  - split: german
+    path: code_edit/german-00000-of-00001.parquet
+  - split: spanish
+    path: code_edit/spanish-00000-of-00001.parquet
+- config_name: mockup2code
+  data_files:
+  - split: English
+    path: mockup2code/English.parquet
+  - split: French
+    path: mockup2code/French.parquet
+  - split: German
+    path: mockup2code/German.parquet
+  - split: Spanish
+    path: mockup2code/Spanish.parquet
+- config_name: web_qa
+  data_files:
+  - split: english
+    path: web_qa/english.parquet
+  - split: french
+    path: web_qa/french.parquet
+  - split: german
+    path: web_qa/german.parquet
+  - split: spanish
+    path: web_qa/spanish.parquet
+---
+
+# WebMMU: The Web Multimodal Understanding Benchmark
+
+WebMMU is a comprehensive benchmark designed to push the boundaries of AI for the web. It challenges models to answer questions about websites, edit real HTML/CSS/JS code, and generate web layouts from mockups—across four languages and 20+ domains. Whether you're building smarter web agents or testing the limits of multimodal models, WebMMU is your go-to testbed.
+
+## Key Features
+- 🌐 **Multilingual:** English, Spanish, German, French
+- 🧩 **Three Core Tasks:** WebQA, Code Editing, Mockup2Code
+- 🖥️ **Real-World Data:** 20+ website domains
+- 🔍 **Fine-Grained Evaluation:** Web Understanding & Reasoning, Agentic UI Action, and Code Generation
+- 🤝 **Open & Human-Annotated:** Expert-verified, high-quality samples
+
+---
+
+## Tasks Overview
+### WebQA
+Answer questions about real website screenshots—test your model's ability to reason, ground, and understand UI elements and content.
+
+### Mockup2Code
+Turn hand-drawn or digital mockups into working HTML/CSS code. Evaluate how well your model translates design into code.
+
+### Code Editing
+Edit real website code based on user instructions. Can your model make precise, functional changes to HTML, CSS, or JS?
+
+## Dataset Stats
+|                  | English | Spanish | German | French | Total |
+|------------------|---------|---------|--------|--------|-------|
+| Website Images   | 392     | 133     | 130    | 131    | 786   |
+| WebQA            | 1476    | 484     | 379    | 456    | 2795  |
+| Mockup2Code      | 180     | 93      | 85     | 78     | 436   |
+| Code Editing     | 165     | 75      | 67     | 68     | 375   |
+| **Total**        | 2213    | 785     | 661    | 733    | 4392  |
+
+---

code_edit/english-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2291f5cdcc29026364649c77312d8ce5e73b96d2c5e33c6bf6430110e1f329f8
+size 87865093

code_edit/french-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f2dead67d142685b5e2bd053772b5bb08ce7f0a372b7698d5b93471435cf396
+size 39691856

code_edit/german-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7c469e8ba0092e922c9ccde1074ce636dfda9cc5a813b15b12ae7a701c58d8e
+size 35880444

code_edit/spanish-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9176458da48ef2bb31c3ca45b9b0e30257c44053d7f8b3dc499af5c22e6bb81
+size 51186760

mockup2code/English.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b27c3725c8e8a4b8975e54e96bb47a37dcfa63ea5ed439c50559978041ceb8a
+size 414902307

mockup2code/French.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3ee5b2be98cfc5578bc593ce7f5d65f167144aedbc19e3eca46b02c26138b48
+size 54367567

mockup2code/German.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26fd478b28958fefbbda82fe06f189e2fe0da5f9983123927e04730e231a2539
+size 70486696

mockup2code/Spanish.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:533ced428c44b3fb902aaa01cbef89a1b673d3f9162ae28cb6beb9dfcd0a8f1a
+size 14543797

web_qa/english.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2026ee2728684934f20ecb11e2ef1e1c96c6690d43c215a12407161bc9964079
+size 306573273

web_qa/french.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d1fbebd660649f540d9a0bfe01bd2bedf7bfd591a176ec79413c069bd47e76c
+size 78736984

web_qa/german.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:050863600bb3e671552eacca0ba9eabb61a6c014c830335e46818992b01394bf
+size 94020693

web_qa/spanish.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01c41b00215ff9fd0a261866bf51e671907d273799510d9040f65e12c473b8bc
+size 98382195