Update README.md
Browse files
README.md
CHANGED
|
@@ -37,6 +37,20 @@ Building upon previous DocVQA benchmarks, this evaluation dataset introduces cha
|
|
| 37 |
|
| 38 |
By expanding coverage to new document domains and introducing richer question types, this benchmark seeks to push the boundaries of multimodal reasoning and promote the development of more general, robust document understanding models.
|
| 39 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 40 |
## Load & Inspect the Data
|
| 41 |
|
| 42 |
```python
|
|
@@ -78,26 +92,44 @@ for q, q_id, a in zip(questions['question'], questions['question_id'], answers['
|
|
| 78 |
|
| 79 |
```json
|
| 80 |
{
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 88 |
],
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 94 |
],
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
| 99 |
-
|
|
|
|
| 100 |
]
|
|
|
|
| 101 |
}
|
| 102 |
```
|
| 103 |
</details>
|
|
|
|
| 37 |
|
| 38 |
By expanding coverage to new document domains and introducing richer question types, this benchmark seeks to push the boundaries of multimodal reasoning and promote the development of more general, robust document understanding models.
|
| 39 |
|
| 40 |
+
## 🏆 Competition Hosting & Test Set
|
| 41 |
+
|
| 42 |
+
The official DocVQA 2026 competition is hosted on the **Robust Reading Competition (RRC)** platform, which provides the standardized framework for our leaderboards, submissions, and result tracking.
|
| 43 |
+
|
| 44 |
+
> [!NOTE]
|
| 45 |
+
> **Test Set Status:** *Coming Soon!* By the time being, please use the provided validation set and the evaluation code.
|
| 46 |
+
|
| 47 |
+
<p align="center">
|
| 48 |
+
<a href="https://www.docvqa.org/challenges/2026" style="background-color: #007bff; color: white; padding: 12px 24px; text-decoration: none; border-radius: 6px; font-weight: bold; font-size: 18px; display: inline-block;">
|
| 49 |
+
Join the Challenge on the RRC Platform
|
| 50 |
+
</a>
|
| 51 |
+
</p>
|
| 52 |
+
|
| 53 |
+
|
| 54 |
## Load & Inspect the Data
|
| 55 |
|
| 56 |
```python
|
|
|
|
| 92 |
|
| 93 |
```json
|
| 94 |
{
|
| 95 |
+
"doc_id": "maps_2",
|
| 96 |
+
"doc_category": "maps",
|
| 97 |
+
"preview": "<image>",
|
| 98 |
+
"document": [
|
| 99 |
+
"<image>"
|
| 100 |
+
],
|
| 101 |
+
"questions": {
|
| 102 |
+
"question_id": [
|
| 103 |
+
"maps_2_q1",
|
| 104 |
+
"maps_2_q2",
|
| 105 |
+
"maps_2_q3",
|
| 106 |
+
"maps_2_q4",
|
| 107 |
+
"maps_2_q5"
|
| 108 |
],
|
| 109 |
+
"question": [
|
| 110 |
+
"By which kind of road are Colchester and Yantic connected?",
|
| 111 |
+
"Which is the most populated town in the E-10 coordinates?",
|
| 112 |
+
"What is the milage between Taunton and Dedham? Do not provide the unit.",
|
| 113 |
+
"From Worcester I take highway 140 towards Taunton, I take the second macadam & gravel road that I encounter, continuing on that road, what town do I reach?",
|
| 114 |
+
"If I follow highway 109 from Pittsfield to Northampton, how many towns do I cross (without counting start and ending location)?"
|
| 115 |
+
]
|
| 116 |
+
},
|
| 117 |
+
"answers": {
|
| 118 |
+
"question_id": [
|
| 119 |
+
"maps_2_q1",
|
| 120 |
+
"maps_2_q2",
|
| 121 |
+
"maps_2_q3",
|
| 122 |
+
"maps_2_q4",
|
| 123 |
+
"maps_2_q5"
|
| 124 |
],
|
| 125 |
+
"answer": [
|
| 126 |
+
"Macadam & Gravel",
|
| 127 |
+
"Wareham",
|
| 128 |
+
"27",
|
| 129 |
+
"Woonsocket",
|
| 130 |
+
"7"
|
| 131 |
]
|
| 132 |
+
}
|
| 133 |
}
|
| 134 |
```
|
| 135 |
</details>
|