SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing
Paper • 2604.04911 • Published • 31
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"from": "human",
"value": "<image>\nMove the camera.\n- Camera rotation: Yaw 180.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint."
},
{
"from": "gpt",
"va... | 373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001391 | hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar | ||
{
"SAMPLE_ID": "96d950ec-c8c9-4e81-8371-2cb23b3e0704",
"conversations": [
{
"from": "human",
"value": "<image>\nMove the camera.\n- Camera rotation: Yaw -45.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint."
},
{
"from": "gpt",
"va... | 373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001392 | hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar |
SpatialEdit-500K is a synthetic training dataset for fine-grained image spatial editing. It is built for learning geometry-aware edits such as object moving, object rotation, and camera viewpoint change.
The dataset was introduced in the paper SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing. It is generated with a controllable rendering pipeline to provide structured spatial transformations at scale.
@article{xiao2026spatialedit,
title = {SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing},
author = {Xiao, Yicheng and Zhang, Wenhu and Song, Lin and Chen, Yukang and Li, Wenbo and Jiang, Nan and Ren, Tianhe and Lin, Haokun and Huang, Wei and Huang, Haoyang and Li, Xiu and Duan, Nan and Qi, Xiaojuan},
journal = {arXiv preprint arXiv:2604.04911},
year = {2026}
}