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{ "SAMPLE_ID": "6d91b468-1fb5-4a04-94a7-0ea368b2ea1a", "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", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001361
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "eb30b38e-fedd-47c4-a485-5f2a73fb78fb", "conversations": [ { "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_00001362
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "27a5eeef-deda-42dc-88da-793e94247244", "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_00001363
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "d5b33494-e760-4769-924b-c81a0a8b3017", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 135.0°, 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_00001364
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "5a9c2427-a2d5-456e-9471-6100cb02cac9", "conversations": [ { "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_00001365
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "f65150be-e82a-450f-aef0-bff1ee3f83ed", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -135.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "v...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001366
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "be2f3248-6d2c-433c-9b45-957a5b8c8a8b", "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", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001367
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "63112599-f738-411d-b5f5-490845aac0d4", "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", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001368
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "fcba1102-8dc7-40f5-87ee-cca4339dda9c", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 135.0°, 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_00001369
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "eec0d1f7-98f9-4e39-8a8c-0da6edf63455", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -90.0°, 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_00001370
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "98cfd867-b813-47d2-8300-d021de0fdcdd", "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_00001371
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "4da0932b-f2fb-4a30-a2a9-d071c7e7feea", "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_00001372
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "ff4955f5-49a5-498e-8f39-a9d5214006fc", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 90.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001373
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "63f58bcf-d54e-4453-b8e2-f83611def5de", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -135.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "v...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001374
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "f6b32ceb-4fbd-4648-b0d0-accd754e8859", "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", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001375
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "5bf14743-a32f-42a9-9938-fa55228115f0", "conversations": [ { "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_00001376
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "de82e23b-f833-4850-8fce-ec9fdb97d33a", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -135.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "v...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001377
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "8aafb5d0-2edf-472f-aeb5-c7d929daa5ed", "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_00001378
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "c8c49bf0-7621-4bec-867e-f3331de506bb", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 135.0°, 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_00001379
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "9cf9c5ba-5f66-416a-b841-661ec8247122", "conversations": [ { "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_00001380
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "780978b2-bb54-4c5f-808a-cb85f8d2a522", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -135.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "v...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001381
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "1d772323-c48b-4e1f-a02e-a4d943c81d6d", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -90.0°, 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_00001382
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "d533833a-6cb6-4ee7-bd31-efb1fbf69a1e", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 135.0°, 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_00001383
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "e69fb735-df75-4b08-8332-4691099d9a95", "conversations": [ { "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_00001384
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "05189aa0-c20f-4c83-affa-1136385695ea", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -135.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "v...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001385
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "2a52665d-b847-4a6c-b686-8e7ebc85c5a2", "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", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001386
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "eaed8d47-1f2f-4ad5-bf65-44801148bd3c", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 90.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "val...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001387
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "e7818d7a-c4cd-4a8c-bad1-5821eeaf9c47", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 135.0°, 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_00001388
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "20e4b4c2-4503-47e8-83cb-b282b6d39a8a", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw -135.0°, Pitch 0.0°.\n- Camera zoom: unchanged.\n- Keep the 3D scene static; only change the viewpoint." }, { "from": "gpt", "v...
373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Plane_098_Y_00001389
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "939dfa31-0919-4df5-b72c-381832f80e50", "conversations": [ { "from": "human", "value": "<image>\nMove the camera.\n- Camera rotation: Yaw 135.0°, 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_00001390
hf://datasets/EasonXiao-888/SpatialEdit-500K@e54a9c870f98487d63f789a5e1bde4d35937d227/camera_control/373a48a9-a38d-4a16-b269-27063281b7c1_asset_type_scene_Y-shard-000034.tar
{ "SAMPLE_ID": "a406a490-8de7-4eb7-b440-f9cc6ebcbd67", "conversations": [ { "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
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SpatialEdit-500K

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.

Project Resources

Highlights

  • Large-scale synthetic data: 500,000 samples for spatially grounded image editing.
  • Comprehensive transformations: Covers both object-centric (moving, rotation) and camera-centric transformations.
  • High fidelity: Generated with a controllable Blender pipeline rendering objects across diverse backgrounds with systematic camera trajectories.
  • Precise labels: Provides precise ground-truth transformations for spatial manipulation tasks.

Citation

@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}
}
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