sample_id
large_stringlengths
11
21
object_key
large_stringlengths
6
33
view_key
large_stringlengths
15
33
params.location
large_stringlengths
3
64
params.rotation_euler
large_stringclasses
265 values
meta.direction
large_stringclasses
11 values
meta.distance_moved
float64
0.3
7.58
camera_params.location
large_stringlengths
51
63
camera_params.rotation_euler
large_stringlengths
59
67
camera_params.lens
float64
23
23
camera_params.focus_distance
float64
1.01
5.3
params.scale
large_stringclasses
151 values
meta.color_delta
large_stringclasses
17 values
meta.other_visible_objects
large_stringclasses
34 values
before
large_stringlengths
29
39
after
large_stringlengths
28
38
metadata
dict
dataset
large_stringclasses
3 values
instruction_pos
large_stringlengths
19
61
edit_type
large_stringclasses
10 values
_source_parquet
large_stringclasses
10 values
meta.axis
large_stringclasses
1 value
meta.angle
float64
-159.6
154
meta.angle_deg
float64
-159.6
154
object_type
large_stringclasses
20 values
meta.factor
float64
0.75
1.98
params.material_name
large_stringclasses
13 values
meta.material
large_stringclasses
74 values
params.preset
large_stringclasses
10 values
meta.preset
large_stringclasses
10 values
meta.energy_ratio
float64
0.14
6.54
meta.magnitude
float64
0.16
5.54
difference
float64
4.9
45.5
params.focus_distance
float64
1.03
3.89
params.subtype
large_stringclasses
2 values
meta.subtype
large_stringclasses
2 values
meta.position_delta
float64
0.3
1
meta.angle_delta_deg
float64
1.57
335
params.delta_lens
float64
-5.96
5.99
meta.delta_lens
float64
-5.96
5.99
meta.visibility
float64
0.5
1
params.param_key
large_stringclasses
21 values
params.new_value
large_stringlengths
13
20
params.original_value
float64
0
3.63
params.factory_class
large_stringclasses
6 values
params.seed
float64
115k
9.97M
meta.delta
float64
-2.74
1.53
meta.attribute
large_stringclasses
21 values
meta.description
large_stringclasses
37 values
meta.slot_description
large_stringclasses
12 values
meta.material_name
large_stringclasses
97 values
instruction_neg_list
listlengths
2
5
instruction_neg_types
listlengths
2
5
lighting-00600
109586_WineglassFactory
109586_WineglassFactory
nan
nan
null
null
[6.067920684814453, 3.848655223846435, 1.753936767578125]
[1.292505621910095, -5.45924052630653e-08, -1.633357286453247]
23
1.772829
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00600/before.jpg
images/lighting-00600/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 0.7812500000000001, "lighting_magnitude": 0.947550295498872, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
0.78125
0.94755
5.566632
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral dim.", "Change the lighting to warm.", "Leave the scene as it is.", "Change the material of the wineglass to ground." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00601
1060_RugFactory
1060_RugFactory
nan
nan
null
null
[10.476216316223145, 10.049108505249023, 1.642974615097046]
[1.036129117012024, 9.002797440871291e-08, -2.62399959564209]
23
2.998467
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00601/before.jpg
images/lighting-00601/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 2.787587703453031, "lighting_magnitude": 1.7875877034530312, "movement_distance": null, "object_visibilit...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
2.787588
1.787588
25.377593
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to green.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00602
115170_BookStackFactory
115170_BookStackFactory
nan
nan
null
null
[8.870388984680176, 4.538453578948975, 1.645634531974792]
[1.073309779167175, 9.05052655042482e-09, 2.822945594787597]
23
2.02989
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00602/before.jpg
images/lighting-00602/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.7076034375005871, "lighting_magnitude": 0.29239656249941304, "movement_distance": null, "object_visibil...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.707603
0.292397
19.191712
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to warm.", "The scene remains unchanged.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00603
14635_ForkFactory
14635_ForkFactory
nan
nan
null
null
[3.831207752227783, 7.257490158081055, 1.833787083625793]
[0.8973511457443231, 3.541205373380762e-08, -1.387054204940796]
23
1.470513
nan
[0.0, -0.15000000000000002, -0.7000000000000001]
nan
images/lighting-00603/before.jpg
images/lighting-00603/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.7000000000000001 ], "lighting_energy_ratio": 3.565008193382088, "lighting_magnitude": 2.6630371818878613, "movement...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
3.565008
2.663037
23.733448
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral dim.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00604
169885_FoodBoxFactory
169885_FoodBoxFactory
nan
nan
null
null
[2.085002422332763, 16.266279220581055, 1.220792174339294]
[1.168792605400085, -2.031297441362767e-08, -0.683726787567138]
23
2.465254
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00604/before.jpg
images/lighting-00604/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.42129781664692806, "lighting_magnitude": 0.578702183353071, "movement_distance": null, "object_visibili...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.421298
0.578702
14.711877
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to purple.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00605
0270_ChairFactory
0270_ChairFactory
nan
nan
null
null
[-0.7955855727195741, 6.25412130355835, 1.257801413536071]
[1.36967384815216, 2.9122777078782743e-08, -1.008402585983276]
23
3.535798
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00605/before.jpg
images/lighting-00605/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.474296304920136, "lighting_magnitude": 1.10288910368...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.474296
1.102889
25.985503
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to sunset.", "Do not modify anything.", "Change the material of the chair to plaster." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00606
118231_CupFactory
118231_CupFactory
nan
nan
null
null
[2.286978244781494, 11.560748100280762, 1.173003792762756]
[1.347673535346984, 1.462986745082162e-07, 2.718509435653686]
23
2.023619
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00606/before.jpg
images/lighting-00606/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 2.552777311739704, "lighting_magnitude": 1.805856411748615, "movement_d...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
2.552777
1.805856
5.645847
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to golden.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00607
126905_LargePlantContainerFactory
126905_LargePlantContainerFactory
nan
nan
null
null
[2.2410888671875, 1.309530854225158, 1.619314432144165]
[0.838023364543914, 4.031125300230087e-08, 1.460419774055481]
23
1.880961
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00607/before.jpg
images/lighting-00607/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 4.972247073734832, "lighting_magnitude": 3.972247073734832, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
4.972247
3.972247
18.75381
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to neutral dim.", "Leave the scene as it is.", "Change the material of the large plant container to clay." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00608
122120_WineglassFactory
122120_WineglassFactory
nan
nan
null
null
[-2.347013235092163, 14.23668098449707, 1.576838254928588]
[1.20253300666809, 1.276835064345505e-07, 2.832525730133056]
23
2.749149
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00608/before.jpg
images/lighting-00608/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.44967250387267105, "lighting_magnitude": 0.550327496127328, "movement_distance": null, "object_visibili...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.449673
0.550327
9.515077
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to warm.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00609
112578_BedFactory
112578_BedFactory
nan
nan
null
null
[2.442396640777588, 2.82954454421997, 1.709744811058044]
[1.021857142448425, 4.267320719009149e-09, 0.665837407112121]
23
2.689513
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00609/before.jpg
images/lighting-00609/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.13671875, "lighting_magnitude": 1.298173531004835, ...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.136719
1.298174
12.588405
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to purple.", "No edits were applied.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00610
12192_CellShelfFactory
12192_CellShelfFactory
nan
nan
null
null
[6.43890905380249, 5.774998664855957, 1.4371446371078491]
[1.339720487594604, -4.461690039647692e-08, 2.669307947158813]
23
4.585192
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00610/before.jpg
images/lighting-00610/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.41002242108122106, "lighting_magnitude": 0.589977578918778, "movement_distance": null, "object_visibili...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.410022
0.589978
17.999951
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to golden.", "Do not modify anything.", "Change the material of the cell shelf to paint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00611
10268_ChopsticksFactory
10268_ChopsticksFactory
nan
nan
null
null
[5.554610729217529, 13.352520942687988, 1.581756591796875]
[1.148110151290893, 6.901463400765807e-09, 3.058324813842773]
23
1.89527
nan
[0.0, -0.15000000000000002, -0.7000000000000001]
nan
images/lighting-00611/before.jpg
images/lighting-00611/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.7000000000000001 ], "lighting_energy_ratio": 4.163705163387879, "lighting_magnitude": 3.243690854697335, "movement_...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
4.163705
3.243691
27.994059
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to green.", "Do not modify anything.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00612
122272_SingleCabinetFactory
122272_SingleCabinetFactory
nan
nan
null
null
[8.391556739807129, 12.249869346618652, 1.753281474113464]
[0.8745005726814271, 1.855828770658263e-07, 1.010875225067138]
23
1.940247
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00612/before.jpg
images/lighting-00612/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 2.828426175053168, "lighting_magnitude": 1.947599105981403, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
2.828426
1.947599
7.867612
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to red.", "Leave the scene as it is.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00613
0124_LargePlantContainerFactory
0124_LargePlantContainerFactory
nan
nan
null
null
[1.443596959114074, 3.867053747177124, 1.464277982711792]
[1.071117758750915, -1.341572541946334e-08, -2.247440814971924]
23
2.248767
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00613/before.jpg
images/lighting-00613/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 1.275049047394079, "lighting_magnitude": 1.023792937303432, "movement_distance": null, "object_vis...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
1.275049
1.023793
14.122521
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to cool.", "Leave the scene as it is.", "Change the material of the large plant container to cork." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00614
102858_WineglassFactory
102858_WineglassFactory
nan
nan
null
null
[6.220892906188965, 12.396586418151855, 1.086607336997985]
[1.692694067955017, -7.19654522640667e-08, -2.204095840454101]
23
3.888893
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00614/before.jpg
images/lighting-00614/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 2.046353353587276, "lighting_magnitude": 1.197854473867063, "movement_distance": null...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
2.046353
1.197854
6.032964
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to neutral bright.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00615
102596_WineglassFactory
102596_WineglassFactory
nan
nan
null
null
[9.777641296386719, 12.019172668457031, 1.006242990493774]
[1.8177129030227661, -2.82620185032556e-08, 2.774499416351318]
23
1.779651
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00615/before.jpg
images/lighting-00615/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.42505859911571203, "lighting_magnitude": 0.574941400884287, "movement_distance": null, "object_visibili...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.425059
0.574941
24.177521
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to neutral bright.", "Do not modify anything.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00616
127591_LargePlantContainerFactory
127591_LargePlantContainerFactory
nan
nan
null
null
[10.656828880310059, 9.4391450881958, 1.753489017486572]
[1.05277943611145, -8.685493213533846e-09, -0.48717078566551203]
23
2.35789
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00616/before.jpg
images/lighting-00616/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 3.031481546796182, "lighting_magnitude": 2.139373103264928, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
3.031482
2.139373
13.832727
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral dim.", "Do not modify anything.", "Change the material of the large plant container to gravel." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00617
126116_SimpleBookcaseFactory
126116_SimpleBookcaseFactory
nan
nan
null
null
[2.46586799621582, 15.476404190063477, 1.756820678710937]
[1.212438702583313, -1.1570330471499801e-08, -1.8573929071426392]
23
3.607756
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00617/before.jpg
images/lighting-00617/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.608646015516171, "lighting_magnitude": 1.04554193659...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.608646
1.045542
26.724572
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to purple.", "The scene remains unchanged.", "Change the material of the simple bookcase to wood." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00618
142484_PotFactory
142484_PotFactory
nan
nan
null
null
[2.364127397537231, 15.17975902557373, 1.374599695205688]
[1.472267031669616, 1.584254079034508e-07, -1.8021172285079952]
23
1.273965
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00618/before.jpg
images/lighting-00618/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.5069781496393151, "lighting_magnitude": 1.0876904637...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.506978
1.08769
29.618158
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to cool.", "Leave the scene as it is.", "Change the material of the pot to onyx." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00619
152157_HardwareFactory
152157_HardwareFactory
nan
nan
null
null
[0.9686167836189271, 3.554811716079712, 1.4211416244506831]
[1.301159501075744, 2.9660302658385262e-08, 0.26351425051689104]
23
1.52293
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00619/before.jpg
images/lighting-00619/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 3.691454089758781, "lighting_magnitude": 2.7737925512336483, "movement...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
3.691454
2.773793
14.778084
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to neutral bright.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00620
111599_SingleCabinetFactory
111599_SingleCabinetFactory
nan
nan
null
null
[4.347277164459228, 17.546838760375977, 1.019248962402343]
[1.329075694084167, -1.011743577805646e-07, 0.6319034099578851]
23
1.618623
nan
[0.0, -0.7000000000000001, -0.799999999999999]
nan
images/lighting-00620/before.jpg
images/lighting-00620/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.799999999999999 ], "lighting_energy_ratio": 3.056771500939161, "lighting_magnitude": 2.315234114960198, "movement_di...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
3.056772
2.315234
20.451188
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to golden.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00621
134015_ForkFactory
134015_ForkFactory
nan
nan
null
null
[7.147745132446289, 10.363866806030273, 1.292021632194519]
[1.218620181083679, -3.769538992060006e-08, -2.632899761199951]
23
1.072755
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00621/before.jpg
images/lighting-00621/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 2.626856129525655, "lighting_magnitude": 1.90240922678986, "movement_distance": null, "object_visi...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
2.626856
1.902409
20.788708
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to night.", "Leave the scene as it is.", "Change the material of the fork to wood." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00622
120476_NatureShelfTrinketsFactory
120476_NatureShelfTrinketsFactory
nan
nan
null
null
[7.165244579315185, 9.98820972442627, 1.411024212837219]
[1.641796231269836, -9.133880496392521e-08, -1.241893291473388]
23
3.689383
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00622/before.jpg
images/lighting-00622/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.22855656564999402, "lighting_magnitude": 1.239001603...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.228557
1.239002
35.094813
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to purple.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00623
111280_SingleCabinetFactory
111280_SingleCabinetFactory
nan
nan
null
null
[2.739797353744507, 14.607292175292969, 1.671562314033508]
[0.9849774241447441, -1.986574318380007e-07, -1.653640508651733]
23
1.984575
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00623/before.jpg
images/lighting-00623/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 2.223415151074473, "lighting_magnitude": 1.620723490259389, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.223415
1.620723
15.748038
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to neutral bright.", "Leave the scene as it is.", "Change the material of the single cabinet to cork." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00624
0656_SimpleBookcaseFactory
0656_SimpleBookcaseFactory
nan
nan
null
null
[15.190451622009277, 12.136747360229492, 1.383821249008178]
[1.278695702552795, -4.4358266393373924e-08, 0.412478268146514]
23
3.002539
nan
[-0.6999999999999991, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00624/before.jpg
images/lighting-00624/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.6999999999999991, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.34718258384189904, "lighting_magnitude": 1.168832998...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.347183
1.168833
19.763896
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to green.", "Leave the scene as it is.", "Change the material of the simple bookcase to rock." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00625
10073_NatureShelfTrinketsFactory
10073_NatureShelfTrinketsFactory
nan
nan
null
null
[8.184852600097656, 6.130325317382812, 1.698890089988708]
[1.491011977195739, -1.0268538908064779e-08, 0.114105850458145]
23
1.839542
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00625/before.jpg
images/lighting-00625/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 2.02965854951819, "lighting_magnitude": 1.425726736999732, "movement_distance": null, "object_visi...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
2.029659
1.425727
12.913967
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral dim.", "Change the lighting to cool.", "No edits were applied.", "Change the material of the shelf trinket to moss." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00626
215964_HardwareFactory
215964_HardwareFactory
nan
nan
null
null
[13.457568168640137, 4.407448768615723, 1.819493770599365]
[1.698471546173095, -2.739056981226895e-08, 1.145348310470581]
23
1.434321
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00626/before.jpg
images/lighting-00626/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 4.891859560810222, "lighting_magnitude": 3.891859560810222, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
4.89186
3.89186
32.600889
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to red.", "No edits were applied.", "Change the material of the hardware to ice." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00627
156649_WallArtFactory
156649_WallArtFactory
nan
nan
null
null
[13.410261154174805, 9.694358825683594, 1.248645544052124]
[1.807891130447387, -3.6667092473408054e-08, 2.200560569763183]
23
2.242704
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00627/before.jpg
images/lighting-00627/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 2.634451656959542, "lighting_magnitude": 1.735347866837596, "movement_distance": null...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
2.634452
1.735348
5.923287
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral dim.", "Change the lighting to warm.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00628
105991_BookColumnFactory
105991_BookColumnFactory
nan
nan
null
null
[2.430544376373291, 5.954809188842773, 1.724784255027771]
[1.055024981498718, 7.884801078716919e-08, 2.192331790924072]
23
2.051698
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00628/before.jpg
images/lighting-00628/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 2.796322426764084, "lighting_magnitude": 2.087288734434124, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.796322
2.087289
15.480428
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to neutral dim.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00629
104611_NatureShelfTrinketsFactory
104611_NatureShelfTrinketsFactory
nan
nan
null
null
[9.018672943115234, 7.430864334106445, 1.343660593032837]
[1.533584237098693, 5.603582664548412e-08, -2.020972728729248]
23
1.312619
nan
[0.0, -0.15000000000000002, -0.7000000000000001]
nan
images/lighting-00629/before.jpg
images/lighting-00629/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.7000000000000001 ], "lighting_energy_ratio": 3.278306747284034, "lighting_magnitude": 2.388133504375322, "movement_...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
3.278307
2.388134
20.893082
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral bright.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00630
107788_LargePlantContainerFactory
107788_LargePlantContainerFactory
nan
nan
null
null
[4.448278903961182, 16.309263229370117, 1.6418423652648921]
[1.14882493019104, 8.983739263612733e-08, -1.332251191139221]
23
2.940905
nan
[0.0, -0.7000000000000001, -0.799999999999999]
nan
images/lighting-00630/before.jpg
images/lighting-00630/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.799999999999999 ], "lighting_energy_ratio": 2.645319194657593, "lighting_magnitude": 1.958845387545609, "movement_di...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.645319
1.958845
14.004957
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to golden.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00631
133574_NatureShelfTrinketsFactory
133574_NatureShelfTrinketsFactory
nan
nan
null
null
[5.05712890625, 9.81551456451416, 1.5038665533065791]
[1.011076807975769, 8.255069872120657e-08, -2.361713409423828]
23
2.44704
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00631/before.jpg
images/lighting-00631/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.15625, "lighting_magnitude": 0.8437500000000001, "movement_distance": null, "object_visibility": null, ...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.15625
0.84375
10.009428
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to cool.", "Change the lighting to green.", "No edits were applied.", "Change the material of the shelf trinket to plaster." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00632
101259_ChopsticksFactory
101259_ChopsticksFactory
nan
nan
null
null
[9.595163345336914, 5.086240291595459, 1.835870146751403]
[1.047297596931457, -1.239890679016753e-07, 2.586182594299316]
23
1.863428
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00632/before.jpg
images/lighting-00632/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 2.145324659804829, "lighting_magnitude": 1.562615940132778, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.145325
1.562616
16.324005
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to green.", "Leave the scene as it is.", "Change the material of the pair of chopsticks to marble." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00633
114523_HardwareFactory
114523_HardwareFactory
nan
nan
null
null
[10.283194541931152, 8.907783508300781, 1.493386387825012]
[1.664748907089233, 1.278206553934069e-07, 1.640077948570251]
23
1.67451
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00633/before.jpg
images/lighting-00633/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.32535070919449904, "lighting_magnitude": 0.6746492908055001, "movement_distance": null, "object_visibil...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.325351
0.674649
35.792937
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to neutral bright.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00634
108176_LargeShelfFactory
108176_LargeShelfFactory
nan
nan
null
null
[7.028817653656006, 7.8232421875, 1.143315434455871]
[1.52411413192749, 6.843983157978074e-09, -0.7984659671783441]
23
1.447049
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00634/before.jpg
images/lighting-00634/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 2.240221421354782, "lighting_magnitude": 1.545363767527658, "movement_d...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
2.240221
1.545364
8.112811
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to warm.", "Do not modify anything.", "Change the material of the large shelf to wood." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00635
116529_BowlFactory
116529_BowlFactory
nan
nan
null
null
[4.349859237670898, 9.304244995117188, 1.779309749603271]
[1.486091494560241, 1.181722808496488e-08, 0.16715341806411702]
23
2.905142
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00635/before.jpg
images/lighting-00635/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 1.9570559445606532, "lighting_magnitude": 1.4303692114341962, "movement_distance": nul...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
1.957056
1.430369
10.026114
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to purple.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00636
103684_BottleFactory
103684_BottleFactory
nan
nan
null
null
[12.080723762512207, 9.230627059936523, 1.375917673110962]
[1.297788262367248, -5.025798088809097e-08, -2.357041358947754]
23
2.575506
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00636/before.jpg
images/lighting-00636/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 1.8892915174593772, "lighting_magnitude": 1.3279079045721511, "movement_distance": null, "object_v...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
1.889292
1.327908
12.061242
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral dim.", "Change the lighting to red.", "Leave the scene as it is.", "Change the material of the bottle to paint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00637
104440_BottleFactory
104440_BottleFactory
nan
nan
null
null
[9.32054328918457, 17.62652015686035, 1.599550724029541]
[1.472236156463623, -6.857445100649784e-08, -2.226689338684082]
23
1.281943
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00637/before.jpg
images/lighting-00637/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.32043983739305704, "lighting_magnitude": 1.183977201...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.32044
1.183977
19.519202
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to red.", "Do not modify anything.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00638
138753_SimpleDeskFactory
138753_SimpleDeskFactory
nan
nan
null
null
[7.865335464477539, -1.2756725549697872, 1.32733678817749]
[1.313061714172363, -1.082659739637392e-08, 2.965149402618408]
23
3.951222
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00638/before.jpg
images/lighting-00638/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.22754001785598302, "lighting_magnitude": 1.239634794...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.22754
1.239635
16.281094
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to sunset.", "Do not modify anything.", "Change the material of the simple desk to terrazzo." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00639
101964_NatureShelfTrinketsFactory
101964_NatureShelfTrinketsFactory
nan
nan
null
null
[6.067667007446289, 14.849419593811035, 1.76121711730957]
[1.442780256271362, -1.5556548049744382e-08, -3.028107643127441]
23
3.602843
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00639/before.jpg
images/lighting-00639/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.29654935937835003, "lighting_magnitude": 0.7034506406216491, "movement_distance": null, "object_visibil...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.296549
0.703451
22.356323
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to warm.", "No edits were applied.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00640
105337_WineglassFactory
105337_WineglassFactory
nan
nan
null
null
[10.038411140441895, 1.518029570579528, 1.695319294929504]
[0.815802991390228, -5.505484068635269e-08, 2.351778507232666]
23
2.162952
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00640/before.jpg
images/lighting-00640/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.327467280615919, "lighting_magnitude": 0.6725327193840801, "movement_distance": null, "object_visibilit...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.327467
0.672533
20.679565
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to green.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00641
160022_SimpleBookcaseFactory
160022_SimpleBookcaseFactory
nan
nan
null
null
[8.917086601257324, 0.9636378288269041, 1.7603516578674312]
[0.7196545004844661, 1.4975825024521321e-09, -0.8002170920372]
23
1.833515
nan
[-0.30000000000000004, -0.6999999999999991, 0.0]
nan
images/lighting-00641/before.jpg
images/lighting-00641/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.6999999999999991, 0 ], "lighting_energy_ratio": 2.091702194261868, "lighting_magnitude": 1.3310949180866771, "movement...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
2.091702
1.331095
9.754457
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to green.", "Do not modify anything.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00642
132816_BedFactory
132816_BedFactory
nan
nan
null
null
[12.331451416015625, 12.794417381286621, 1.650143861770629]
[1.440875768661499, -2.991805203578224e-08, 2.477431058883667]
23
5.303305
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00642/before.jpg
images/lighting-00642/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 3.500480953166952, "lighting_magnitude": 2.6650337703584, "movement_dis...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
3.500481
2.665034
6.953788
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to cool.", "Change the lighting to warm.", "The scene remains unchanged.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00643
14358_LargePlantContainerFactory
14358_LargePlantContainerFactory
nan
nan
null
null
[5.759908199310303, 15.97676944732666, 1.602933526039123]
[0.8607903718948361, 4.5170782669856635e-08, 1.7956569194793701]
23
1.91333
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00643/before.jpg
images/lighting-00643/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 0.7812500000000001, "lighting_magnitude": 0.947550295498872, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
0.78125
0.94755
5.721744
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to cool.", "Change the lighting to golden.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00644
170969_BookStackFactory
170969_BookStackFactory
nan
nan
null
null
[7.47967004776001, 3.778137683868408, 1.336325526237487]
[0.9242284893989561, -4.06104199157653e-08, -0.47718429565429604]
23
1.807755
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00644/before.jpg
images/lighting-00644/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 6.542500389768217, "lighting_magnitude": 5.542500389768217, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
6.5425
5.5425
44.735146
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to cool.", "Do not modify anything.", "Change the material of the book stack to cork." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00645
15711_BookStackFactory
15711_BookStackFactory
nan
nan
null
null
[3.6639294624328613, 3.97501540184021, 1.344557523727417]
[1.082470059394836, -1.1985321179963638e-07, -2.646399021148681]
23
2.166785
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00645/before.jpg
images/lighting-00645/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 1.7925165903860312, "lighting_magnitude": 1.215764181918969, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
1.792517
1.215764
15.016443
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to night.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00646
102063_BookStackFactory
102063_BookStackFactory
nan
nan
null
null
[13.308684349060059, 18.636075973510742, 1.52995765209198]
[1.120377659797668, -2.026245304875829e-08, 3.1374094486236572]
23
2.063742
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00646/before.jpg
images/lighting-00646/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 3.254007627410049, "lighting_magnitude": 2.4352721376516993, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
3.254008
2.435272
6.521026
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to purple.", "Leave the scene as it is.", "Change the material of the book stack to rock." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00647
209002_SimpleBookcaseFactory
209002_SimpleBookcaseFactory
nan
nan
null
null
[11.123573303222656, -0.587306916713714, 1.320754051208496]
[1.250981092453003, -2.0593654781464462e-08, -0.36857232451438904]
23
2.456391
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00647/before.jpg
images/lighting-00647/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 4.106562306645988, "lighting_magnitude": 3.160811504198509, "movement_distance": null...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
4.106562
3.160812
10.555874
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral bright.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00648
113592_BookStackFactory
113592_BookStackFactory
nan
nan
null
null
[3.210905075073242, 8.807699203491211, 1.470308780670166]
[1.40595543384552, -5.7361535965583244e-08, -0.832344412803649]
23
3.269498
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00648/before.jpg
images/lighting-00648/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 2.677882436801766, "lighting_magnitude": 1.807011198561822, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
2.677882
1.807011
9.69432
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral bright.", "No edits were applied.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00649
100728_SingleCabinetFactory
100728_SingleCabinetFactory
nan
nan
null
null
[5.2009053230285645, 14.720823287963867, 1.252063870429992]
[1.482912063598632, 7.417398251163831e-08, -1.647849321365356]
23
3.021581
nan
[-0.30000000000000004, -0.7000000000000001, 0.0]
nan
images/lighting-00649/before.jpg
images/lighting-00649/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.7000000000000001, 0 ], "lighting_energy_ratio": 2.930385469702062, "lighting_magnitude": 2.075183862128089, "movement_...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
2.930385
2.075184
10.52057
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to warm.", "The scene remains unchanged.", "Change the material of the single cabinet to carpet." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00650
150779_NatureShelfTrinketsFactory
150779_NatureShelfTrinketsFactory
nan
nan
null
null
[9.279446601867676, 7.514636993408203, 1.3522658348083492]
[0.9516460299491881, 8.455807609664134e-09, 2.241858005523681]
23
2.024346
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00650/before.jpg
images/lighting-00650/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 3.127341476727105, "lighting_magnitude": 2.378146706703239, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
3.127341
2.378147
22.79351
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to golden.", "No edits were applied.", "Change the material of the shelf trinket to carpet." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00651
120027_WallArtFactory
120027_WallArtFactory
nan
nan
null
null
[7.5721235275268555, 4.788449764251709, 1.7957485914230342]
[1.286864757537841, 9.232545750137433e-08, 1.993486762046814]
23
1.633135
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00651/before.jpg
images/lighting-00651/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 3.188194893326089, "lighting_magnitude": 2.264552249602198, "movement_distance": null...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
3.188195
2.264552
10.979105
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to sunset.", "The scene remains unchanged.", "Change the material of the wall art to ice." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00652
100341_NatureShelfTrinketsFactory
100341_NatureShelfTrinketsFactory
nan
nan
null
null
[4.143784046173096, 13.236749649047852, 1.577272176742553]
[1.191341280937194, -6.696910048731297e-08, -2.482612371444702]
23
2.513809
nan
[0.0, -0.15000000000000002, -0.7000000000000001]
nan
images/lighting-00652/before.jpg
images/lighting-00652/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.7000000000000001 ], "lighting_energy_ratio": 5.6299552804476605, "lighting_magnitude": 4.684974482208538, "movement...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
5.629955
4.684974
36.725828
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral bright.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00653
0263_LargePlantContainerFactory
0263_LargePlantContainerFactory
nan
nan
null
null
[-0.7025347352027891, 3.3922946453094482, 1.787345170974731]
[0.747272491455078, -2.065586812705078e-09, -1.795368790626525]
23
2.075366
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00653/before.jpg
images/lighting-00653/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 1.208444257959239, "lighting_magnitude": 1.007942959038942, "movement_distance": null, "object_vis...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
1.208444
1.007943
9.756636
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to green.", "Do not modify anything.", "Change the material of the large plant container to fabric." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00654
111676_WineglassFactory
111676_WineglassFactory
nan
nan
null
null
[2.52439546585083, 12.343191146850586, 1.646414518356323]
[1.708561778068542, -2.905959917143263e-09, 2.416979551315307]
23
1.12934
nan
[-0.30000000000000004, -0.7000000000000001, 0.0]
nan
images/lighting-00654/before.jpg
images/lighting-00654/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.7000000000000001, 0 ], "lighting_energy_ratio": 2.932772603411838, "lighting_magnitude": 2.07740461549968, "movement_d...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
2.932773
2.077405
7.077068
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to red.", "The scene remains unchanged.", "Change the material of the wineglass to cardboard." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00655
109588_BookStackFactory
109588_BookStackFactory
nan
nan
null
null
[11.653627395629883, 19.185855865478516, 1.220779180526733]
[1.318207502365112, -1.217818468290943e-08, -2.466445922851562]
23
2.491983
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00655/before.jpg
images/lighting-00655/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.22771224078906702, "lighting_magnitude": 1.239527483...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.227712
1.239527
18.026483
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to green.", "Leave the scene as it is.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00656
0743_BedFactory
0743_BedFactory
nan
nan
null
null
[6.237586498260498, 9.775188446044922, 1.563140869140625]
[1.323948621749878, 3.439061657672937e-08, 2.955162525177002]
23
4.059545
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00656/before.jpg
images/lighting-00656/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 4.025376288910103, "lighting_magnitude": 3.098854899716904, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
4.025376
3.098855
20.395989
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to neutral dim.", "No edits were applied.", "Change the material of the bed to marble." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00657
142532_NatureShelfTrinketsFactory
142532_NatureShelfTrinketsFactory
nan
nan
null
null
[4.232281684875488, 6.833627223968506, 1.28811514377594]
[1.414895176887512, -1.8896199094342592e-07, 1.521862387657165]
23
1.091221
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00657/before.jpg
images/lighting-00657/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 4.808446427543827, "lighting_magnitude": 3.808446427543827, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
4.808446
3.808446
39.092386
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to cool.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00658
110632_NatureShelfTrinketsFactory
110632_NatureShelfTrinketsFactory
nan
nan
null
null
[2.660766363143921, 6.120582103729248, 1.216617107391357]
[1.101693630218505, -2.6043228018579612e-08, -1.026952981948852]
23
1.910772
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00658/before.jpg
images/lighting-00658/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 2.281472004874752, "lighting_magnitude": 1.664983633336291, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.281472
1.664984
14.776058
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to neutral bright.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00659
109702_BottleFactory
109702_BottleFactory
nan
nan
null
null
[7.441256046295166, 1.8419369459152222, 1.325439453125]
[1.130791902542114, 1.7563903109696352e-10, 0.5267398953437801]
23
2.395369
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00659/before.jpg
images/lighting-00659/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 3.0791891676629852, "lighting_magnitude": 2.159404453761985, "movement_distance": nul...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
3.079189
2.159404
22.338234
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to sunset.", "Change the lighting to neutral dim.", "The scene remains unchanged.", "Change the material of the bottle to paint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00660
116246_DeskLampFactory
116246_DeskLampFactory
nan
nan
null
null
[15.756390571594238, 15.593116760253906, 1.23178744316101]
[1.354965329170227, -1.31490850208138e-07, 2.765499353408813]
23
1.579788
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00660/before.jpg
images/lighting-00660/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.8443916578295241, "lighting_magnitude": 0.155608342170475, "movement_distance": null, "object_visibilit...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.844392
0.155608
6.922003
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to sunset.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00661
102934_NatureShelfTrinketsFactory
102934_NatureShelfTrinketsFactory
nan
nan
null
null
[2.218814849853515, 5.423484325408935, 1.098125576972961]
[1.188051104545593, -1.491686418830795e-08, 0.7816106081008911]
23
1.988705
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00661/before.jpg
images/lighting-00661/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 3.245607963459194, "lighting_magnitude": 2.484502993669227, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
3.245608
2.484503
12.558438
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to purple.", "Leave the scene as it is.", "Change the material of the shelf trinket to rock." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00662
165005_LargePlantContainerFactory
165005_LargePlantContainerFactory
nan
nan
null
null
[4.720129013061523, 2.416524171829223, 1.076927542686462]
[1.309890508651733, 2.3558311568194757e-07, 1.270233631134033]
23
1.981306
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00662/before.jpg
images/lighting-00662/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 0.625, "lighting_magnitude": 1.055047392300459, "movement_distance": null, "object_visibility": nu...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
0.625
1.055047
12.815533
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to neutral bright.", "The scene remains unchanged.", "Change the material of the large plant container to cork." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00663
109320_WineglassFactory
109320_WineglassFactory
nan
nan
null
null
[7.325411319732666, 5.43088436126709, 1.389314413070678]
[0.8906313180923461, 3.042846330458815e-08, -0.156034678220748]
23
1.711214
nan
[-0.6999999999999991, 0.0, -0.6000000000000001]
nan
images/lighting-00663/before.jpg
images/lighting-00663/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.6999999999999991, 0, -0.6000000000000001 ], "lighting_energy_ratio": 1.5331741298133892, "lighting_magnitude": 1.065023310872707, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
1.533174
1.065023
11.790446
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to night.", "The scene remains unchanged.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00664
116246_DeskLampFactory
116246_DeskLampFactory
nan
nan
null
null
[15.756390571594238, 15.593116760253906, 1.23178744316101]
[1.354965329170227, -1.31490850208138e-07, 2.765499353408813]
23
1.579788
nan
[-0.30000000000000004, -0.7000000000000001, 0.0]
nan
images/lighting-00664/before.jpg
images/lighting-00664/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.7000000000000001, 0 ], "lighting_energy_ratio": 4.221958289147622, "lighting_magnitude": 3.310742396654725, "movement_...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
4.221958
3.310742
8.694016
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to warm.", "Do not modify anything.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00665
104502_ToiletFactory
104502_ToiletFactory
nan
nan
null
null
[4.428391456604004, 7.907017707824707, 1.136663556098938]
[1.088976740837097, -4.724896029983938e-10, 0.030255245044827003]
23
1.213499
nan
[0.0, -0.6999999999999991, -0.8]
nan
images/lighting-00665/before.jpg
images/lighting-00665/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.6999999999999991, -0.8 ], "lighting_energy_ratio": 1.542688692412284, "lighting_magnitude": 1.19352880856398, "movement_distance": null, ...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
1.542689
1.193529
14.012822
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to cool.", "Change the lighting to neutral bright.", "Do not modify anything.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00666
152491_PotFactory
152491_PotFactory
nan
nan
null
null
[2.910417318344116, 13.350199699401855, 1.6026273965835571]
[1.403660774230957, -1.3143848676122611e-08, -3.031117677688598]
23
2.05013
nan
[-0.30000000000000004, -0.7000000000000001, 0.0]
nan
images/lighting-00666/before.jpg
images/lighting-00666/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.7000000000000001, 0 ], "lighting_energy_ratio": 2.2712455954500212, "lighting_magnitude": 1.481912738305154, "movement...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
2.271246
1.481913
7.530873
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to neutral bright.", "Do not modify anything.", "Change the material of the pot to paint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00667
106717_NatureShelfTrinketsFactory
106717_NatureShelfTrinketsFactory
nan
nan
null
null
[7.417046070098877, 11.939257621765137, 1.468186974525451]
[1.432354927062988, -7.875796370626631e-08, 1.252799272537231]
23
3.748514
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00667/before.jpg
images/lighting-00667/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 3.320991360721329, "lighting_magnitude": 2.497398826087465, "movement_d...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
3.320991
2.497399
13.966271
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to cool.", "Leave the scene as it is.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00668
113810_ChairFactory
113810_ChairFactory
nan
nan
null
null
[2.007470607757568, 6.628726005554199, 1.110782623291015]
[1.380007743835449, -2.043678115626335e-08, -0.38729354739189104]
23
2.876268
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00668/before.jpg
images/lighting-00668/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 3.612329807543306, "lighting_magnitude": 2.612329807543306, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
3.61233
2.61233
22.467151
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to red.", "Do not modify anything.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00669
113736_BottleFactory
113736_BottleFactory
nan
nan
null
null
[7.761681079864502, 7.175673961639404, 1.07261037826538]
[1.891706109046936, 1.1207379913003019e-08, -2.636662483215332]
23
1.867786
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00669/before.jpg
images/lighting-00669/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 0.7812500000000001, "lighting_magnitude": 1.08528870007017, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
0.78125
1.085289
9.192868
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to warm.", "Change the lighting to green.", "Do not modify anything.", "Change the material of the bottle to planks." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00670
165396_BowlFactory
165396_BowlFactory
nan
nan
null
null
[5.79695463180542, 15.184409141540527, 1.332443714141845]
[1.210865497589111, -7.594618267603437e-08, 2.598329067230224]
23
2.919131
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00670/before.jpg
images/lighting-00670/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 2.3868390758043763, "lighting_magnitude": 1.665329583649415, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
2.386839
1.66533
6.546605
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to cool.", "Change the lighting to golden.", "The scene remains unchanged.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00671
0401_NatureShelfTrinketsFactory
0401_NatureShelfTrinketsFactory
nan
nan
null
null
[6.190644264221191, 12.815258979797363, 1.286124944686889]
[1.4339450597763062, -1.260418969195598e-08, 1.200284004211425]
23
1.856696
nan
[0.0, -0.7000000000000001, -0.799999999999999]
nan
images/lighting-00671/before.jpg
images/lighting-00671/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.799999999999999 ], "lighting_energy_ratio": 2.712210730824731, "lighting_magnitude": 2.015357433993127, "movement_di...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.712211
2.015357
7.303176
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to cool.", "The scene remains unchanged.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00672
103063_WineglassFactory
103063_WineglassFactory
nan
nan
null
null
[8.060246467590332, 9.49586296081543, 1.272558093070983]
[1.302635073661804, 4.672575926178979e-08, 1.325765371322631]
23
2.140163
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00672/before.jpg
images/lighting-00672/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.365590042455377, "lighting_magnitude": 1.15865266332...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.36559
1.158653
18.150428
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to red.", "Do not modify anything.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00673
111359_NatureShelfTrinketsFactory
111359_NatureShelfTrinketsFactory
nan
nan
null
null
[1.714663624763488, 1.713837742805481, 1.161888480186462]
[1.406136274337768, 5.923544676988968e-08, 0.576340019702911]
23
1.807139
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00673/before.jpg
images/lighting-00673/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 3.241720875920902, "lighting_magnitude": 2.339938564479755, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
3.241721
2.339939
10.692954
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral dim.", "The scene remains unchanged.", "Change the material of the shelf trinket to rubber." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00674
123701_ChairFactory
123701_ChairFactory
nan
nan
null
null
[12.553606986999512, 21.23906898498535, 1.495756268501281]
[1.037614464759826, 1.690945161669788e-08, -1.954538941383361]
23
2.060429
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00674/before.jpg
images/lighting-00674/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 2.310602540644762, "lighting_magnitude": 1.472303983403056, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
2.310603
1.472304
11.820727
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to cool.", "Leave the scene as it is.", "Change the material of the chair to bark." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00675
14008_BottleFactory
14008_BottleFactory
nan
nan
null
null
[8.073651313781738, 21.499563217163086, 1.6838359832763672]
[1.228632926940918, 1.725526885820727e-07, -2.443195819854736]
23
3.824355
nan
[0.0, -0.15000000000000002, -0.6999999999999991]
nan
images/lighting-00675/before.jpg
images/lighting-00675/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.6999999999999991 ], "lighting_energy_ratio": 2.3955259100896242, "lighting_magnitude": 1.568436344175776, "movement...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
2.395526
1.568436
8.726845
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to green.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00676
10448_BottleFactory
10448_BottleFactory
nan
nan
null
null
[6.344681262969971, 6.726467132568359, 1.659427165985107]
[1.572584271430969, 1.712521537911016e-07, 2.366485357284546]
23
2.274947
nan
[-0.30000000000000004, -0.6999999999999991, 0.0]
nan
images/lighting-00676/before.jpg
images/lighting-00676/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.6999999999999991, 0 ], "lighting_energy_ratio": 2.172968965754523, "lighting_magnitude": 1.398519286468097, "movement_...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
2.172969
1.398519
16.774857
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to golden.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00677
211177_BookStackFactory
211177_BookStackFactory
nan
nan
null
null
[7.9911675453186035, 12.800773620605469, 1.047277927398681]
[1.8374649286270142, -9.979451931485528e-08, 2.446410655975342]
23
1.017014
nan
[-0.30000000000000004, -0.7000000000000001, 0.0]
nan
images/lighting-00677/before.jpg
images/lighting-00677/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.30000000000000004, -0.7000000000000001, 0 ], "lighting_energy_ratio": 2.0960997602823612, "lighting_magnitude": 1.334703968860154, "movement...
2026-02-18_112622
Change the lighting to purple.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
purple
purple
2.0961
1.334704
15.922047
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to cool.", "No edits were applied.", "Change the material of the book stack to wood." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00678
12633_WallArtFactory
12633_WallArtFactory
nan
nan
null
null
[10.861483573913574, 5.4681644439697275, 1.791382670402526]
[1.524002790451049, 1.608258060059597e-07, 2.518145799636841]
23
2.884211
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00678/before.jpg
images/lighting-00678/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 0.7812500000000001, "lighting_magnitude": 0.947550295498872, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
0.78125
0.94755
12.493984
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to golden.", "Do not modify anything.", "Change the material of the wall art to moss." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00679
139125_BookStackFactory
139125_BookStackFactory
nan
nan
null
null
[7.281305313110352, 18.17856216430664, 1.24875271320343]
[1.4809339046478271, -2.233752560698576e-08, -2.110490083694458]
23
2.216399
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00679/before.jpg
images/lighting-00679/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 1.5625, "lighting_magnitude": 0.5625, "movement_distance": null, "object_visibility": null, "rotation_a...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
1.5625
0.5625
7.22469
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to night.", "Change the lighting to green.", "The scene remains unchanged.", "Change the material of the book stack to plaster." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00680
129864_NatureShelfTrinketsFactory
129864_NatureShelfTrinketsFactory
nan
nan
null
null
[1.0498046875, 4.745635032653809, 1.308431506156921]
[1.310961365699768, 1.0562294505689349e-07, 1.8664630651474]
23
1.299632
nan
[0.0, -0.6999999999999991, -0.8]
nan
images/lighting-00680/before.jpg
images/lighting-00680/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.6999999999999991, -0.8 ], "lighting_energy_ratio": 1.744106906936599, "lighting_magnitude": 1.2975727682680271, "movement_distance": null...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
1.744107
1.297573
6.342707
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to cool.", "No edits were applied.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00681
100577_BottleFactory
100577_BottleFactory
nan
nan
null
null
[12.18558120727539, 2.444826126098633, 1.57547116279602]
[0.93562376499176, 4.526846097974157e-08, -2.515383720397949]
23
2.157206
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00681/before.jpg
images/lighting-00681/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.638682198430159, "lighting_magnitude": 0.36131780156984, "movement_distance": null, "object_visibility"...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.638682
0.361318
14.608569
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to purple.", "Leave the scene as it is.", "Change the material of the bottle to rubber." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00682
122780_WallArtFactory
122780_WallArtFactory
nan
nan
null
null
[5.350654125213623, 8.28097152709961, 1.604990601539611]
[1.54615306854248, -4.301929035221974e-09, -0.047355037182569004]
23
2.579577
nan
[-0.6999999999999991, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00682/before.jpg
images/lighting-00682/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.6999999999999991, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.29657069757144805, "lighting_magnitude": 1.197836709...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.296571
1.197837
45.387301
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to golden.", "Leave the scene as it is.", "Change the material of the wall art to bark." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00683
125344_SimpleBookcaseFactory
125344_SimpleBookcaseFactory
nan
nan
null
null
[12.223987579345703, 8.99278450012207, 1.177324891090393]
[1.119560360908508, -8.388129302261405e-09, -0.5243847370147701]
23
1.522438
nan
[0.0, -0.15000000000000002, -0.7000000000000001]
nan
images/lighting-00683/before.jpg
images/lighting-00683/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.7000000000000001 ], "lighting_energy_ratio": 5.07125138829172, "lighting_magnitude": 4.133713568532205, "movement_d...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
5.071251
4.133714
12.390024
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to cool.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00684
11954_BedFactory
11954_BedFactory
nan
nan
null
null
[8.052989959716797, -1.8754898309707642, 1.214037656784057]
[1.443963527679443, -7.05730496264323e-09, 0.096278317272663]
23
3.321995
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00684/before.jpg
images/lighting-00684/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 3.101313139374791, "lighting_magnitude": 2.20579167414086, "movement_d...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
3.101313
2.205792
9.848259
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to night.", "The scene remains unchanged.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00685
121615_KnifeFactory
121615_KnifeFactory
nan
nan
null
null
[3.314418792724609, 5.085772037506103, 1.609168887138366]
[1.22011387348175, -3.511825497071186e-08, -0.31104919314384405]
23
2.193535
nan
[0.0, -0.7000000000000001, -0.8]
nan
images/lighting-00685/before.jpg
images/lighting-00685/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.8 ], "lighting_energy_ratio": 1.464077630210154, "lighting_magnitude": 1.159900015889935, "movement_distance": null,...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
1.464078
1.1599
15.773189
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to sunset.", "Do not modify anything.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00686
100561_KnifeFactory
100561_KnifeFactory
nan
nan
null
null
[4.64133882522583, 9.737112998962402, 1.781058192253112]
[1.216350674629211, -5.1999791139678564e-08, 1.16244637966156]
23
2.38482
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00686/before.jpg
images/lighting-00686/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 1.979866311940187, "lighting_magnitude": 1.1402359357936689, "movement_distance": nul...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
1.979866
1.140236
8.681337
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to sunset.", "No edits were applied.", "Zoom the camera in." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00687
100916_BottleFactory
100916_BottleFactory
nan
nan
null
null
[8.278861045837402, 10.861720085144043, 1.646214008331298]
[1.161182045936584, 4.520778773553502e-08, 3.130080461502075]
23
1.157731
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00687/before.jpg
images/lighting-00687/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 4.426606582882199, "lighting_magnitude": 3.426606582882199, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral bright.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_bright
neutral_bright
4.426607
3.426607
32.902835
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to night.", "The scene remains unchanged.", "Change the material of the bottle to planks." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00688
184924_MirrorFactory
184924_MirrorFactory
nan
nan
null
null
[11.24545669555664, 8.96170711517334, 1.681158781051635]
[1.771396994590759, 1.16245768566614e-08, -0.08288618177175501]
23
1.929361
nan
[0.0, -0.30000000000000004, -0.6000000000000001]
nan
images/lighting-00688/before.jpg
images/lighting-00688/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.30000000000000004, -0.6000000000000001 ], "lighting_energy_ratio": 3.470159801019094, "lighting_magnitude": 2.559626817051792, "movement_...
2026-02-18_112622
Change the lighting to warm.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
warm
warm
3.47016
2.559627
23.34402
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to purple.", "The scene remains unchanged.", "Change the material of the mirror to cardboard." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00689
103453_CupFactory
103453_CupFactory
nan
nan
null
null
[1.855896234512329, 7.008311748504639, 1.771628499031067]
[1.227755784988403, 1.423841489156529e-09, -0.22570577263832]
23
1.530292
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00689/before.jpg
images/lighting-00689/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 2.470569604109576, "lighting_magnitude": 1.5819528945360521, "movement_distance": nul...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
2.47057
1.581953
9.661298
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to neutral dim.", "The scene remains unchanged.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00690
109476_SimpleBookcaseFactory
109476_SimpleBookcaseFactory
nan
nan
null
null
[6.886719703674316, 14.49863052368164, 1.539631962776184]
[1.138418555259704, 1.021786104615785e-07, -2.184412002563476]
23
2.593418
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00690/before.jpg
images/lighting-00690/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.43852557091089905, "lighting_magnitude": 0.5614744290891011, "movement_distance": null, "object_visibil...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.438526
0.561474
13.825935
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to neutral bright.", "No edits were applied.", "Change the material of the simple bookcase to plaster." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00691
136606_NatureShelfTrinketsFactory
136606_NatureShelfTrinketsFactory
nan
nan
null
null
[1.058686733245849, 22.220523834228516, 1.003708958625793]
[0.9686698317527771, 1.4602503028982017e-07, -2.429640293121338]
23
1.253996
nan
[-0.7000000000000001, 0.0, -0.6000000000000001]
nan
images/lighting-00691/before.jpg
images/lighting-00691/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, 0, -0.6000000000000001 ], "lighting_energy_ratio": 0.7812500000000001, "lighting_magnitude": 0.947550295498872, "movement_...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
0.78125
0.94755
8.36168
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to cool.", "Change the lighting to red.", "No edits were applied.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00692
104625_HardwareFactory
104625_HardwareFactory
nan
nan
null
null
[1.6443507671356201, 12.375584602355957, 1.158502459526062]
[2.045732975006103, 5.170048389402382e-09, -0.040203940123319]
23
2.215414
nan
[-0.7000000000000001, -0.6000000000000001, -0.30000000000000004]
nan
images/lighting-00692/before.jpg
images/lighting-00692/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.7000000000000001, -0.6000000000000001, -0.30000000000000004 ], "lighting_energy_ratio": 0.13671875, "lighting_magnitude": 1.298173531004835, ...
2026-02-18_112622
Change the lighting to night.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
night
night
0.136719
1.298174
6.44184
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to warm.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00693
137819_CupFactory
137819_CupFactory
nan
nan
null
null
[2.516210317611694, 7.502289295196533, 1.607418060302734]
[0.8247525691986081, 1.239552549492373e-08, -2.521793603897094]
23
1.466137
nan
[0.0, -0.7000000000000001, -0.799999999999999]
nan
images/lighting-00693/before.jpg
images/lighting-00693/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.7000000000000001, -0.799999999999999 ], "lighting_energy_ratio": 2.632351181090762, "lighting_magnitude": 1.947965702574972, "movement_di...
2026-02-18_112622
Change the lighting to red.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
red
red
2.632351
1.947966
16.437094
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to golden.", "Change the lighting to night.", "The scene remains unchanged.", "Change the material of the cup to concrete." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00694
108177_HardwareFactory
108177_HardwareFactory
nan
nan
null
null
[7.784646034240723, 17.625436782836914, 1.224909663200378]
[1.351142168045044, -1.450311870598852e-08, 0.7751047611236571]
23
1.706318
nan
[0.0, -0.15000000000000002, -0.6999999999999991]
nan
images/lighting-00694/before.jpg
images/lighting-00694/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.15000000000000002, -0.6999999999999991 ], "lighting_energy_ratio": 4.1443628072407375, "lighting_magnitude": 3.224828284352338, "movement...
2026-02-18_112622
Change the lighting to golden.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
golden
golden
4.144363
3.224828
20.295456
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to red.", "The scene remains unchanged.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00695
143011_RugFactory
143011_RugFactory
nan
nan
null
null
[-0.19944716989994002, 6.85910177230835, 1.74540889263153]
[1.0656458139419551, 2.3529626247409393e-08, -1.157181501388549]
23
3.37321
nan
[-0.5, -0.30000000000000004, 0.0]
nan
images/lighting-00695/before.jpg
images/lighting-00695/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.5, -0.30000000000000004, 0 ], "lighting_energy_ratio": 3.457280633050374, "lighting_magnitude": 2.525515414636078, "movement_distance": null...
2026-02-18_112622
Change the lighting to cool.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
cool
cool
3.457281
2.525515
20.812929
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to green.", "Change the lighting to sunset.", "Leave the scene as it is.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00696
122235_NatureShelfTrinketsFactory
122235_NatureShelfTrinketsFactory
nan
nan
null
null
[11.436503410339355, 11.67916488647461, 1.785988569259643]
[1.249103307723999, 2.0653233434586582e-07, -2.452826499938965]
23
3.728553
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00696/before.jpg
images/lighting-00696/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 1.351187982697346, "lighting_magnitude": 1.046820423564152, "movement_distance": null, "object_vis...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
1.351188
1.04682
15.191079
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to cool.", "Do not modify anything.", "Change the material of the shelf trinket to ice." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00697
123029_CupFactory
123029_CupFactory
nan
nan
null
null
[1.843955636024475, 13.64527702331543, 1.122539758682251]
[1.553534865379333, 4.037720557903412e-08, 0.9003891944885251]
23
2.431787
nan
[-0.6999999999999991, 0.0, -0.6000000000000001]
nan
images/lighting-00697/before.jpg
images/lighting-00697/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ -0.6999999999999991, 0, -0.6000000000000001 ], "lighting_energy_ratio": 1.569692666166818, "lighting_magnitude": 1.083766457261091, "movement_d...
2026-02-18_112622
Change the lighting to green.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
green
green
1.569693
1.083766
7.112396
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to purple.", "Change the lighting to neutral dim.", "Leave the scene as it is.", "Move the camera to a different viewpoint." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00698
104316_NatureShelfTrinketsFactory
104316_NatureShelfTrinketsFactory
nan
nan
null
null
[13.44870376586914, 6.622808933258057, 1.17842698097229]
[1.148879885673523, -6.917865391642408e-08, 2.301979303359985]
23
1.381087
nan
[0.0, 0.0, 0.0]
nan
images/lighting-00698/before.jpg
images/lighting-00698/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, 0, 0 ], "lighting_energy_ratio": 0.393508266891107, "lighting_magnitude": 0.606491733108892, "movement_distance": null, "object_visibility...
2026-02-18_112622
Change the lighting to neutral dim.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
neutral_dim
neutral_dim
0.393508
0.606492
19.451114
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to neutral bright.", "Change the lighting to warm.", "Leave the scene as it is.", "Zoom the camera out." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]
lighting-00699
124137_MirrorFactory
124137_MirrorFactory
nan
nan
null
null
[7.793313026428223, 11.249519348144531, 1.4453786611557]
[1.7668482065200801, -1.4863462638459158e-07, -1.569560170173645]
23
1.580595
nan
[0.0, -0.5, -0.85]
nan
images/lighting-00699/before.jpg
images/lighting-00699/after.jpg
{ "attribute_delta": null, "attribute_relative_change": null, "camera_angle_delta": null, "camera_position_delta": null, "lighting_color_delta": [ 0, -0.5, -0.85 ], "lighting_energy_ratio": 1.704310179921917, "lighting_magnitude": 1.211838615303887, "movement_distance": null, "object_vis...
2026-02-18_112622
Change the lighting to sunset.
lighting
lighting_relevant.parquet
null
null
null
null
null
null
null
sunset
sunset
1.70431
1.211839
19.774424
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[ "Change the lighting to red.", "Change the lighting to green.", "No edits were applied.", "Change the material of the mirror to cork." ]
[ "counterfactual", "counterfactual", "no_edit", "cross_type" ]