IntReal
Collection
https://yushaohan.github.io/IntReal/ • 7 items • Updated • 1
Datasets:
id stringlengths 1 6 | source stringclasses 7
values | conversations listlengths 2 2 |
|---|---|---|
1 | curious_george | [
{
"role": "user",
"content": "Can you tell a whimsical story about George and his friends meeting a blue pigeon that is obsessed with popcorn? I'd love to see them walking toward a yellow building, cleaning up some spilled snacks near a trolley, and exploring the inside of a colorful food vehicle. Please en... |
2 | xiachufang | [
{
"role": "user",
"content": "I have some fresh shrimp and abalone I'd like to use for dinner. Could you show me how to properly clean and prepare the shrimp first, and then walk me through making a creamy seafood porridge with them? Please include plenty of photos along the way so I can see what each step ... |
3 | xiachufang | [
{
"role": "user",
"content": "Can you show me how to make soft, pull-apart milk bread? I'd love to see what the dough looks like at key stages, from kneading to the final fluffy result. I need 5 images in your answer.",
"images": []
},
{
"role": "assistant",
"content": [
{
"typ... |
4 | xiachufang | [
{
"role": "user",
"content": "I have some chicken drumsticks marinating in New Orleans seasoning right now. Could you walk me through how to cook them in a pressure cooker to get them tender and glazed? I'd love to see what the final dish looks like with some sesame seeds on top, and then maybe a quick summ... |
5 | wikivoyage | [
{
"role": "user",
"content": "Can you describe the park acres in this development, highlighting features like bike trails and water views, and then wrap up the report with a clear conclusion?",
"images": []
},
{
"role": "assistant",
"content": [
{
"type": "text",
"text"... |
6 | xiachufang | [
{
"role": "user",
"content": "I'd like to make a fresh seafood and vegetable stir-fry using the mushrooms in this photo as my starting point. Could you walk me through the entire process, from prepping the ingredients like chives, cabbage, scallops, and sea intestines to the final cooking steps? Please incl... |
7 | wikipedia | [
{
"role": "user",
"content": "Can you give me a detailed tour of Dolna Bela Crkva? I'd love to learn about its history, the mix of people living there, and what the landscape looks like. Please include plenty of images showing the village entrance, the local architecture, the church, the orchards, and the s... |
8 | wikipedia | [
{
"role": "user",
"content": "Can you give me a detailed tour of the most significant artifacts found in Queen Puabi's tomb, including things like her jewelry, musical instruments, and burial goods? Please include images to help illustrate these ancient Sumerian treasures. Your answer should include 5 image... |
9 | xiachufang | [
{
"role": "user",
"content": "Can you walk me through making stuffed conchiglie with spinach? I'd love to see how to prepare the filling and arrange them in the skillet for baking. I need 4 images in your answer.",
"images": []
},
{
"role": "assistant",
"content": [
{
"type": "... |
10 | curious_george | [
{
"role": "user",
"content": "Can you tell a cute story about George's bath time when he meets a playful frog? Please include some illustrations to show their adventure together. Kindly provide 3 images in your answer.",
"images": [
"images/train/70/7008ef91daabd730.jpg"
]
},
{
"role":... |
11 | wikipedia | [
{
"role": "user",
"content": "Could you write a detailed guide about Jedlina-Zdrój covering its history and key landmarks like the palace and church? Please include images showing the town overview, the neoclassical palace facade, and the white church on the hill, and wrap up with a summary of the town's ev... |
12 | wikitravel | [
{
"role": "user",
"content": "Can you create a detailed travel guide for Daytona Beach, Florida? I'd love to learn about its history as a racing hub, how to get there and get around, the major sports venues and events, and where the best places are for shopping and dining. Please include pictures throughout... |
13 | xiachufang | [
{
"role": "user",
"content": "I'd love to make some savory ham and corn tarts using my air fryer. Could you walk me through the whole process from preparing the shells with sauce to the final bake? It would be really helpful to see pictures of what the tarts should look like at each major stage, especially ... |
14 | rabbids | [
{
"role": "user",
"content": "Can you create a heartwarming visual story about Remy and Rita's day in the city? I'd love to see their adventure unfold from the moment they meet a new friend on the sidewalk, through a dramatic rescue of other rabbits stuck in traffic, and ending with them enjoying ice cream ... |
15 | the_land_before_time | [
{
"role": "user",
"content": "Tell me a whimsical story that begins with a shocked green creature discovering an underwater cave, and then follows its journey as it emerges into sunny meadows to meet and play with various colorful dinosaurs. Please include plenty of illustrations to bring the different scen... |
16 | xiachufang | [
{
"role": "user",
"content": "Can you walk me through how to make a preserved lime drink from scratch? I'd love to see the key steps like cleaning the fruit, layering it with sugar in a jar, and the final sealing process.",
"images": [
"images/train/be/be970aef5bbb85eb.jpg"
]
},
{
"rol... |
17 | wikivoyage | [
{
"role": "user",
"content": "Can you give me an overview of Termez's history and its current connectivity situation? I'm interested in learning about its strategic location, ancient roots, and how modern travelers can stay connected there. Please include some visuals to help illustrate the key sites and in... |
18 | wikipedia | [
{
"role": "user",
"content": "Can you give me a detailed history of the Pontiac Ventura from its start in 1960 through 1977? I'd love to see how it evolved from being a premium trim on the Catalina to the later X-body models, with some pictures showing the different generations and key design changes along ... |
19 | xiachufang | [
{
"role": "user",
"content": "Could you show me how to cook mild green peppers? I'd like to see the process of frying them until golden and then how adding vinegar changes the dish, with pictures to illustrate these key steps.",
"images": []
},
{
"role": "assistant",
"content": [
{
... |
20 | xiachufang | [
{
"role": "user",
"content": "I have some fresh mackerel, ginger, and garlic ready to go. Could you walk me through how to braise the fish from start to finish? I'd like to see what the dish looks like at each key stage, from prepping the ingredients and frying the fish to simmering it in sauce and finally ... |
21 | xiachufang | [
{
"role": "user",
"content": "Can you show me how to make a hearty cabbage and tofu stew? I'd love to see what the ingredients look like and get some visual guidance through the cooking steps, from prep to serving. Kindly provide 6 images in your answer.",
"images": []
},
{
"role": "assistant",
... |
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IntReal-100K
IntReal-100K is a real-world dataset for multimodal interleaved generation, covering four categories: storytelling, knowledge, planning, and tutorials. We provide task instructions and curated interleaved text-image sequences. The IntReal evaluation split additionally includes fine-grained evaluation rubrics.
Data Sources
| Category | Sources |
|---|---|
| Storytelling | StoryStream: Curious George, Rabbids Invasion, and The Land Before Time |
| Knowledge | Wikipedia |
| Planning | Wikitravel and Wikivoyage |
| Tutorials | 下厨房 (Xiachufang) |
We thank the original creators and dataset contributors for their work.
License and Attribution
Original text and images remain subject to the licenses and rights of their respective sources. IntReal annotations do not replace or override those terms, and inclusion in this dataset does not grant additional rights to the underlying content.
For questions about attribution or content removal, please contact shaohan.yu@smail.nju.edu.cn.
Citation
@misc{yu2026intrealrealworlddatasetbenchmark,
title={IntReal: A Real-World Dataset and Benchmark for Multimodal Interleaved Generation},
author={Shaohan Yu and Jie Qin and Wende Tan and Haiwen Diao and Limeng Qiao and Yueming Lyu and Chenyang Si},
year={2026},
eprint={2610.38425},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2610.38425},
}
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