3D Question Answering
Paper • 2112.08359 • Published
Datasets:
id string | qakey string | scene_id string | question_id int64 | question string | camera dict | answers list | answer_confidences list | answer_annotations list |
|---|---|---|---|---|---|---|---|---|
scene0000_00-0 | scene0000_00-0 | scene0000_00 | 0 | How many beds are in this room? | {
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... |
scene0000_00-1 | scene0000_00-1 | scene0000_00 | 1 | Can we play football in this room? | {
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... |
scene0000_00-2 | scene0000_00-2 | scene0000_00 | 2 | Is this a private bathroom? | {
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... |
scene0000_00-3 | scene0000_00-3 | scene0000_00 | 3 | What shape is the room? | {
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scene0000_00-4 | scene0000_00-4 | scene0000_00 | 4 | Can we find instruments in this room? | {
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... |
scene0000_00-5 | scene0000_00-5 | scene0000_00 | 5 | Is this room multi-functional? | {
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scene0000_00-6 | scene0000_00-6 | scene0000_00 | 6 | Is this room decorated with vintage? | {
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... |
scene0000_00-7 | scene0000_00-7 | scene0000_00 | 7 | Is there a swivel chair in this room? | {
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... |
scene0000_00-8 | scene0000_00-8 | scene0000_00 | 8 | Is the room cluttered? | {
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scene0000_00-9 | scene0000_00-9 | scene0000_00 | 9 | Are there many cabinets in this room? | {
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scene0000_00-10 | scene0000_00-10 | scene0000_00 | 10 | Did the people who live here leave the biggest curtains open? | {
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... |
scene0000_00-11 | scene0000_00-11 | scene0000_00 | 11 | How many windows in this room have the curtains drawn? | {
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scene0000_00-12 | scene0000_00-12 | scene0000_00 | 12 | How many photos are there on the wall directly against the blue bed? | {
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scene0000_00-13 | scene0000_00-13 | scene0000_00 | 13 | What is the name of a black object in the kitchen that uses electricity? | {
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scene0000_00-14 | scene0000_00-14 | scene0000_00 | 14 | Compared to the whole room, is the table directly in front of the swivel chair clean or messy? | {
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scene0000_00-15 | scene0000_00-15 | scene0000_00 | 15 | Did this family raise indoor plants? | {
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scene0000_00-16 | scene0000_00-16 | scene0000_00 | 16 | Is this home spacious or narrow? | {
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scene0000_00-17 | scene0000_00-17 | scene0000_00 | 17 | Name one piece of item shown in this room that is related to sports? | {
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scene0000_00-18 | scene0000_00-18 | scene0000_00 | 18 | In which room of this scene can you see the mirror? | {
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scene0000_00-19 | scene0000_00-19 | scene0000_00 | 19 | Does the material of the floor belong to wood or tile? | {
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scene0000_00-20 | scene0000_00-20 | scene0000_00 | 20 | In this house, will the person cooking in the kitchen disturb the one who is sleeping? | {
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scene0000_00-21 | scene0000_00-21 | scene0000_00 | 21 | Is there a light on in the bathroom? | {
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scene0000_00-26 | scene0000_00-26 | scene0000_00 | 26 | How many garbage can are there in the room? | {
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scene0000_00-28 | scene0000_00-28 | scene0000_00 | 28 | Is the table surrounded by the L-shaped sofa? | {
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scene0000_00-29 | scene0000_00-29 | scene0000_00 | 29 | Is there a refrigerator next to the garbage can? | {
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scene0000_00-31 | scene0000_00-31 | scene0000_00 | 31 | Is a chair next to the bed? | {
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scene0000_00-32 | scene0000_00-32 | scene0000_00 | 32 | What is the number of the tvs you will find in this scene, more than 2 or less than 2? | null | [
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scene0000_00-33 | scene0000_00-33 | scene0000_00 | 33 | How many different book bags can you locate in the scene, more than 2 or less than 2 or just 2? | null | [
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scene0000_00-34 | scene0000_00-34 | scene0000_00 | 34 | What is the total amount of the stools you can find in the shown place, less than 5 or more than 5? | null | [
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scene0000_00-35 | scene0000_00-35 | scene0000_00 | 35 | What is the total amount of the toilets you will find in the shown place, more than 2 or less than 2? | null | [
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scene0000_00-36 | scene0000_00-36 | scene0000_00 | 36 | How many tissue boxes will you locate in this scan, more than 2 or less than 2? | null | [
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scene0000_00-37 | scene0000_00-37 | scene0000_00 | 37 | What is the total amount of the night stands you can find in this scan, more than 2 or less than 2? | null | [
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scene0000_00-38 | scene0000_00-38 | scene0000_00 | 38 | Are there any drawer on cabinet, or cabinet above counter, or both in this scene you can find? | null | [
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scene0000_00-39 | scene0000_00-39 | scene0000_00 | 39 | Are there any toilet have sticker, or toilet in bathroom in this scene? | null | [
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scene0000_00-40 | scene0000_00-40 | scene0000_00 | 40 | Are there any floor have base, or flooring next to drawer, or both in this room? | null | [
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scene0000_00-41 | scene0000_00-41 | scene0000_00 | 41 | Are there any window in pot, or window above flooring, or both in this scan? | null | [
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scene0000_00-42 | scene0000_00-42 | scene0000_00 | 42 | Are there any faucet on toilet, or faucet under cabinet in this scene? | null | [
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scene0000_00-43 | scene0000_00-43 | scene0000_00 | 43 | Are there any speaker next to curtain, or flooring have trash can, or both in this place? | null | [
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scene0000_00-44 | scene0000_00-44 | scene0000_00 | 44 | Are there any flooring have trashcan, or desk on flooring, or both in this room you can find? | null | [
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scene0000_00-45 | scene0000_00-45 | scene0000_00 | 45 | Are there any desk on floor, or desk have drawer in this place? | null | [
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scene0000_00-46 | scene0000_00-46 | scene0000_00 | 46 | Are there any bathroom have sticker, or drawer on drawer, or both in this scene? | null | [
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scene0000_00-47 | scene0000_00-47 | scene0000_00 | 47 | Are there any flooring have speaker, or window above counter, or both in this place you can find? | null | [
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scene0000_00-48 | scene0000_00-48 | scene0000_00 | 48 | Are there any window above counter, or counter have drawer, or both in this room? | null | [
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scene0000_00-49 | scene0000_00-49 | scene0000_00 | 49 | can we play guitar in this room? | {
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scene0000_00-50 | scene0000_00-50 | scene0000_00 | 50 | when you face the door, what's the location of the bed, left side or right side ? | {
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scene0000_00-51 | scene0000_00-51 | scene0000_00 | 51 | Is there any chair not beneath the desk? | {
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scene0000_00-52 | scene0000_00-52 | scene0000_00 | 52 | Which way do people put the guitar in the room? | {
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scene0000_00-53 | scene0000_00-53 | scene0000_00 | 53 | When you enter the room, where can you find the bathroom? | {
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scene0000_00-54 | scene0000_00-54 | scene0000_00 | 54 | Is the bed the same color as the sofa? | {
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scene0001_00-1 | scene0001_00-1 | scene0001_00 | 1 | What type of furniture in this room is the brightest colored? | {
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scene0001_00-2 | scene0001_00-2 | scene0001_00 | 2 | Will people in this room have any privacy? | {
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scene0001_00-19 | scene0001_00-19 | scene0001_00 | 19 | When you walk into the room facing the window and look to the left, how many tables can you see? | {
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scene0001_00-26 | scene0001_00-26 | scene0001_00 | 26 | Is the same material of these sofas? | {
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scene0002_00-0 | scene0002_00-0 | scene0002_00 | 0 | Could this be a multi-purpose room? | {
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scene0002_00-1 | scene0002_00-1 | scene0002_00 | 1 | Which kind of furniture in this scene is for heating the room? | {
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scene0002_00-2 | scene0002_00-2 | scene0002_00 | 2 | Is this a messy room? | {
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scene0002_00-3 | scene0002_00-3 | scene0002_00 | 3 | What is the color of the boxes on the white cabinet next to the microwave? | {
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scene0002_00-4 | scene0002_00-4 | scene0002_00 | 4 | What is the special design of the shape of the lamp in the middle of the room? | {
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scene0002_00-5 | scene0002_00-5 | scene0002_00 | 5 | What's on the recliner? | {
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scene0002_00-6 | scene0002_00-6 | scene0002_00 | 6 | Is the TV cabinet the farthest object from the pink furniture? | {
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scene0002_00-7 | scene0002_00-7 | scene0002_00 | 7 | Recliner and fireplace are close or far from each other? | {
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scene0002_00-8 | scene0002_00-8 | scene0002_00 | 8 | Is the orange carpet on the floor wall-to-wall? | {
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scene0002_00-9 | scene0002_00-9 | scene0002_00 | 9 | Are the picture on the wall above the recliner shows textures or landscapes or words? | {
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scene0002_00-10 | scene0002_00-10 | scene0002_00 | 10 | Are all the doors of the room closed? | {
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scene0002_00-11 | scene0002_00-11 | scene0002_00 | 11 | How many doors are there next to the pink cabinet? | {
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scene0002_00-12 | scene0002_00-12 | scene0002_00 | 12 | Guess what room is behind the door next to the recliner and the pink cabinet? | {
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scene0002_00-13 | scene0002_00-13 | scene0002_00 | 13 | What is the material of the door next to the fireplace? | {
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scene0002_00-14 | scene0002_00-14 | scene0002_00 | 14 | Could the empty square area above the fireplace be a mirror? | {
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scene0002_00-15 | scene0002_00-15 | scene0002_00 | 15 | How many legs does the table have closest to fireplace have? | {
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scene0002_00-16 | scene0002_00-16 | scene0002_00 | 16 | In what season do people prefer to sit in a chair next to a single-legged table? | {
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scene0002_00-17 | scene0002_00-17 | scene0002_00 | 17 | Is the room classical or modern? | {
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End of preview. Expand in Data Studio
3D Question Answering ScanNet Export
This dataset card publishes a Hugging Face Dataset Viewer-ready JSONL export for the 3D Question Answering project by Shuquan Ye, Dongdong Chen, Songfang Han, and Jing Liao.
Related links:
Splits
train: 9160 examples fromscene0000_00throughscene0706_00; this intentionally combines the original train and validation portion. Because some cloud files were lost, the train and validation split cannot be distinguished.test: 902 examples fromscene0707_00throughscene0806_00.
The split keeps the current project convention of using the ScanNet test scene block separately while publishing train and validation together.
Fields
id,qakey: example identifiers.scene_id: ScanNet scene identifier.question_id,question,question_status: question metadata.perspective_specific,camera: viewpoint metadata for the question.answers,answer_confidences,answer_annotations,has_answer: answer data and annotations.source: original source metadata.
Citation
If you use this dataset, please cite the original 3DQA paper:
@article{ye20213dqa,
title = {3D Question Answering},
author = {Ye, Shuquan and Chen, Dongdong and Han, Songfang and Liao, Jing},
journal = {IEEE Transactions on Visualization and Computer Graphics},
doi = {10.48550/arXiv.2112.08359},
}
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