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nr_benchmark_data
Edit_prompt/edit1_NR.json
0001_motion1
0001_motion1
1
null
videos/0001_motion1.mp4
videos/0001_motion1.mp4
images/0001_motion1
bmasks/0001_motion1
1_A woman wearing a beige fitted outfit
A woman wearing a beige fitted outfit is slowly dancing with gentle, flowing arm movements in front of a plain beige wall in a softly lit indoor studio. The camera remains stationary, capturing her smooth, relaxed motion.
A woman wearing a beige fitted outfit is dancing faster with larger, more energetic arm swings in front of a plain beige wall in a softly lit indoor studio. The camera remains stationary, capturing her quicker, more dynamic motion.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing at a steady pace
dancing much faster with a quicker rhythm
Make the person dance faster
What best describes the person's motion? a) Walking at a steady pace b) Walking faster with a quicker rhythm
Is the person dancing at a steady pace?
Is the person dancing faster with a quicker rhythm?
3
7
biological
["anatomical_consistency", "joint_constraints"]
Observing the person's faster movement, do the limbs maintain natural lengths and joint angles, or do they exhibit unnatural stretching (rubber-like effects)?
Comparing the dancer's arm movements across these frames, does the trajectory of the fast swing follow a continuous arc, or do the arms teleport/hallucinate into different positions abruptly?
Does the plain beige wall background remain solid and consistent, or are there subtle brightness changes (flickering) visible around the moving figure?
temporal_acceleration
Does the woman dance with a noticeably faster tempo and higher frequency arm movements? Options: A) Yes, significantly faster and more energetic. B) No, the speed is relatively the same. C) No, she is dancing slower.
A
{"material_type": "biological", "physics_criteria": ["anatomical_consistency", "joint_constraints"], "question": "Observing the person's faster movement, do the limbs maintain natural lengths and joint angles, or do they exhibit unnatural stretching (rubber-like effects)?"}
{"consistency_question": "Comparing the dancer's arm movements across these frames, does the trajectory of the fast swing follow a continuous arc, or do the arms teleport/hallucinate into different positions abruptly?", "flicker_check": "Does the plain beige wall background remain solid and consistent, or are there sub...
{"comparative_question": "Does the woman dance with a noticeably faster tempo and higher frequency arm movements?\nOptions:\nA) Yes, significantly faster and more energetic.\nB) No, the speed is relatively the same.\nC) No, she is dancing slower.", "expected_choice": "A", "task_type": "temporal_acceleration"}
nr_benchmark_data
Edit_prompt/edit1_NR.json
0002_motion2
0002_motion2
1
null
videos/0002_motion2.mp4
videos/0002_motion2.mp4
images/0002_motion2
bmasks/0002_motion2
1_A young woman wearing a beige T-shirt and white pants
A young woman wearing a beige T-shirt and white pants is dancing with light, rhythmic steps and gentle arm swings along a sunlit paved walkway beside a modern building with columns. The camera remains stationary, capturing her smooth, controlled motion.
A young woman wearing a beige T-shirt and white pants is dancing slower with smaller steps and more gentle arm swings along a sunlit paved walkway beside a modern building with columns. The camera remains stationary, capturing her more relaxed, low-energy motion.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing at a steady pace
dancing slower with a slower rhythm
Make the person dance slower
What best describes the person's motion? a) Walking at a steady pace b) Walking slower with a slower rhythm
Is the person dancing at a steady pace?
Is the person dancing slower with a slower rhythm?
3
7
biological
["temporal_smoothness", "limb_proportion"]
As the motion slows down, do the dancer's limbs move fluidly with constant length, or do they appear to stutter, jitter, or change thickness unnaturally between frames?
Observing the slowed-down motion, is the movement fluid between frames, or does the character appear to freeze and skip (stuttering) unnaturally?
Do the vertical columns and the paved walkway lines in the background remain stable, or do they jitter/shake as the person moves?
temporal_deceleration
Does the woman dance at a noticeably slower pace with reduced movement frequency? Options: A) Yes, significantly slower and more relaxed. B) No, the speed is relatively the same. C) No, she is dancing faster.
A
{"material_type": "biological", "physics_criteria": ["temporal_smoothness", "limb_proportion"], "question": "As the motion slows down, do the dancer's limbs move fluidly with constant length, or do they appear to stutter, jitter, or change thickness unnaturally between frames?"}
{"consistency_question": "Observing the slowed-down motion, is the movement fluid between frames, or does the character appear to freeze and skip (stuttering) unnaturally?", "flicker_check": "Do the vertical columns and the paved walkway lines in the background remain stable, or do they jitter/shake as the person moves...
{"comparative_question": "Does the woman dance at a noticeably slower pace with reduced movement frequency?\nOptions:\nA) Yes, significantly slower and more relaxed.\nB) No, the speed is relatively the same.\nC) No, she is dancing faster.", "expected_choice": "A", "task_type": "temporal_deceleration"}
nr_benchmark_data
Edit_prompt/edit1_NR.json
0003_motion3
0003_motion3
1
null
videos/0003_motion3.mp4
videos/0003_motion3.mp4
images/0003_motion3
bmasks/0003_motion3
1_A young woman on a rumpled bed
A young woman is dancing playfully on a rumpled bed while swinging a pillow in a sunlit bedroom beside a large window with sheer white curtains. The camera remains stationary, capturing her relaxed, rhythmic movements.
A young woman is dancing faster and more energetically on a rumpled bed while swinging and tossing a pillow in a sunlit bedroom beside a large window with sheer white curtains. The camera remains stationary, capturing her quicker, more vigorous movements.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing at a steady pace
dancing much faster with a quicker rhythm
Make the person dance faster
What best describes the person's motion? a) Dancing at a steady pace b) Dancing faster with a quicker rhythm
Is the person dancing at a steady pace?
Is the person dancing faster with a quicker rhythm?
3
7
biological_interaction
["object_permanence", "interaction_physics"]
During the energetic movement, does the pillow maintain its physical volume and distinct boundary from the bed and body, or does it merge/melt into the surroundings?
As the pillow is swung rapidly, does it maintain a coherent shape across frames, or does it disappear and reappear (object hallucination) during the fast motion?
Does the complex texture of the rumpled bed sheets remain temporally consistent, or does the noise pattern shift randomly between frames?
temporal_acceleration
Does the subject exhibit higher frequency movement and larger amplitude in swinging the pillow? Options: A) Yes, significantly faster and more vigorous. B) No, the intensity is about the same. C) No, the movement is slower.
A
{"material_type": "biological_interaction", "physics_criteria": ["object_permanence", "interaction_physics"], "question": "During the energetic movement, does the pillow maintain its physical volume and distinct boundary from the bed and body, or does it merge/melt into the surroundings?"}
{"consistency_question": "As the pillow is swung rapidly, does it maintain a coherent shape across frames, or does it disappear and reappear (object hallucination) during the fast motion?", "flicker_check": "Does the complex texture of the rumpled bed sheets remain temporally consistent, or does the noise pattern shift...
{"comparative_question": "Does the subject exhibit higher frequency movement and larger amplitude in swinging the pillow?\nOptions:\nA) Yes, significantly faster and more vigorous.\nB) No, the intensity is about the same.\nC) No, the movement is slower.", "expected_choice": "A", "task_type": "temporal_acceleration"}
nr_benchmark_data
Edit_prompt/edit1_NR.json
0004_motion4
0004_motion4
1
null
videos/0004_motion4.mp4
videos/0004_motion4.mp4
images/0004_motion4
bmasks/0004_motion4
1_A young woman wearing headphones
A young woman wearing headphones is dancing casually with smooth steps in/along a paved open area beneath an elevated highway overpass on a sunny day. The camera remains stationary in a low-angle shot, capturing her relaxed, steady movements.
A young woman wearing headphones is dancing faster with quicker, more energetic steps in/along a paved open area beneath an elevated highway overpass on a sunny day. The camera remains stationary in a low-angle shot, capturing her faster footwork and livelier arm swings.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing at a steady pace
dancing much faster with a quicker rhythm
Make the person dance faster
What best describes the person's motion? a) Dancing at a steady pace b) Dancing faster with a quicker rhythm
Is the person dancing at a steady pace?
Is the person dancing faster with a quicker rhythm?
3
7
biological_accessory
["accessory_attachment", "rapid_motion_integrity"]
As the person dances faster, do the headphones remain structurally rigid and correctly attached to the ears, without floating away or distorting along with the hair?
Observing the quick footwork, do the legs move continuously without blurring into each other or changing length abruptly?
Do the small details of the headphones and the background overpass structure remain stable, or do they exhibit high-frequency flickering?
temporal_acceleration
Does the woman perform footwork and body movements at a significantly faster tempo? Options: A) Yes, the rhythm is significantly faster. B) No, the rhythm is unchanged. C) No, the rhythm is slower.
A
{"material_type": "biological_accessory", "physics_criteria": ["accessory_attachment", "rapid_motion_integrity"], "question": "As the person dances faster, do the headphones remain structurally rigid and correctly attached to the ears, without floating away or distorting along with the hair?"}
{"consistency_question": "Observing the quick footwork, do the legs move continuously without blurring into each other or changing length abruptly?", "flicker_check": "Do the small details of the headphones and the background overpass structure remain stable, or do they exhibit high-frequency flickering?"}
{"comparative_question": "Does the woman perform footwork and body movements at a significantly faster tempo?\nOptions:\nA) Yes, the rhythm is significantly faster.\nB) No, the rhythm is unchanged.\nC) No, the rhythm is slower.", "expected_choice": "A", "task_type": "temporal_acceleration"}
nr_benchmark_data
Edit_prompt/edit1_NR.json
0005_motion5
0005_motion5
1
null
videos/0005_motion5.mp4
videos/0005_motion5.mp4
images/0005_motion5
bmasks/0005_motion5
1_A young boy
A young boy in a tan corduroy jumpsuit is performing slow, deliberate martial-arts poses in a plain light-gray studio setting. The camera remains stationary, capturing his smooth, controlled transitions between poses.
A young boy in a tan corduroy jumpsuit is performing the same martial-arts poses faster and with a sharper rhythm in a plain light-gray studio setting. The camera remains stationary, capturing his quick, energetic transitions between poses.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
performing slow, deliberate martial-arts poses
performing the same martial-arts poses faster and with a sharper rhythm
Make the person perform the same martial-arts poses faster and with a sharper rhythm
What best describes the person's motion? a) Performing slow, deliberate martial-arts poses b) Performing the same martial-arts poses faster and with a sharper rhythm
Is the person performing slow, deliberate martial-arts poses?
Is the person performing the same martial-arts poses faster and with a sharper rhythm?
3
7
biological_texture
["joint_articulation", "texture_mapping"]
During the sharp martial arts poses, does the corduroy texture on the jumpsuit stretch naturally with the body, or does the pattern flicker and create MoirΓ© patterns?
Observing the transition between martial arts poses, is the movement continuous, or are there sudden 'jumps' where the body snaps to a new position without intermediate frames?
Do the subtle texture variations of the corduroy fabric remain stable across frames, or do they exhibit high-frequency flickering or MoirΓ© patterns?
temporal_acceleration
Does the boy execute the martial arts poses with higher velocity and sharper transitions? Options: A) Yes, the movements are faster and sharper. B) No, the speed and sharpness are similar. C) No, the movements are slower.
A
{"material_type": "biological_texture", "physics_criteria": ["joint_articulation", "texture_mapping"], "question": "During the sharp martial arts poses, does the corduroy texture on the jumpsuit stretch naturally with the body, or does the pattern flicker and create MoirΓ© patterns?"}
{"consistency_question": "Observing the transition between martial arts poses, is the movement continuous, or are there sudden 'jumps' where the body snaps to a new position without intermediate frames?", "flicker_check": "Do the subtle texture variations of the corduroy fabric remain stable across frames, or do they e...
{"comparative_question": "Does the boy execute the martial arts poses with higher velocity and sharper transitions?\nOptions:\nA) Yes, the movements are faster and sharper.\nB) No, the speed and sharpness are similar.\nC) No, the movements are slower.", "expected_choice": "A", "task_type": "temporal_acceleration"}
nr_benchmark_data
Edit_prompt/edit2_NR.json
0006_fluid1
0006_fluid1
2
null
videos/0006_fluid1.mp4
videos/0006_fluid1.mp4
images/0006_fluid1
bmasks/0006_fluid1
2_A close-up candle flame
A close-up candle flame is burning steadily above a yellow candle against a dark background. The camera remains stationary, capturing the flame's gentle, stable flicker.
A close-up candle flame is burning more vigorously above a yellow candle against a dark background. The camera remains stationary, capturing the flame's stronger, faster flicker and more turbulent motion.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a candle flame
a more vigorous candle flame
Increase the intensity of the candle flame so it flickers faster and more turbulently, while keeping the candle and background unchanged.
How is the candle flame behaving? a) Burning steadily with a gentle flicker b) Burning vigorously with strong, fast flickering
Is the candle flame burning steadily with only a gentle flicker in the video?
Is the candle flame burning more vigorously with stronger, faster flickering in the video?
null
null
fluid_combustion
["flame_continuity", "gas_fluidity"]
Observing the vigorously flickering flame, does it maintain a cohesive, gaseous appearance, or does it fracture into disconnected pixel artifacts or rigid shapes?
As the flame flickers rapidly, does the transition between shapes remain smooth and fluid, or are there sudden, jagged shape hallucinations?
Does the dark background and the solid yellow wax of the candle remain stable, or do they flicker/distort in sync with the flame's motion?
dynamic_amplification
Compared to the steady flame in Video A, does the flame in Video B exhibit significantly more turbulence, larger amplitude flickering, and faster motion? Options: A) Yes, the flame is much more vigorous and turbulent. B) No, the intensity is about the same. C) No, the flame is calmer.
A
{"material_type": "fluid_combustion", "physics_criteria": ["flame_continuity", "gas_fluidity"], "question": "Observing the vigorously flickering flame, does it maintain a cohesive, gaseous appearance, or does it fracture into disconnected pixel artifacts or rigid shapes?"}
{"consistency_question": "As the flame flickers rapidly, does the transition between shapes remain smooth and fluid, or are there sudden, jagged shape hallucinations?", "flicker_check": "Does the dark background and the solid yellow wax of the candle remain stable, or do they flicker/distort in sync with the flame's mo...
{"comparative_question": "Compared to the steady flame in Video A, does the flame in Video B exhibit significantly more turbulence, larger amplitude flickering, and faster motion?\nOptions:\nA) Yes, the flame is much more vigorous and turbulent.\nB) No, the intensity is about the same.\nC) No, the flame is calmer.", "e...
nr_benchmark_data
Edit_prompt/edit2_NR.json
0007_fluid2
0007_fluid2
2
null
videos/0007_fluid2.mp4
videos/0007_fluid2.mp4
images/0007_fluid2
bmasks/0007_fluid2
2_A fireplace fire is bur
A fireplace fire is burning steadily around a few logs inside a dark hearth. The camera remains stationary, capturing the fire's gentle, stable flicker and warm glow.
A fireplace fire is burning more intensely around a few logs inside a dark hearth. The camera remains stationary, capturing taller flames, faster flickering, and more turbulent motion in the fire.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a fireplace fire
a more intense fireplace fire
Increase the intensity of the fireplace fire so the flames become taller and flicker faster, while keeping the logs, hearth, and background unchanged.
How is the fireplace fire behaving? a) Burning steadily with a gentle flicker b) Burning more intensely with taller, faster flickering flames
Is the fireplace fire burning steadily with only a gentle flicker in the video?
Is the fireplace fire burning more intensely with taller flames and faster flickering in the video?
4
6
fluid_combustion
["volumetric_consistency", "lighting_interaction"]
With the intensified fire, do the flames behave like hot rising gas with natural chaotic shapes, or do they look like stretched 2D textures?
Observing the high-speed flickering, is the motion of the fire continuous over time, or do parts of the flame teleport or disappear unnaturally?
Do the rigid logs and the brick hearth remain structurally stable, or do they warp/melt along with the intensified fire?
dynamic_amplification
Does the fire appear significantly hotter with taller flames and faster, more chaotic flickering? Options: A) Yes, significantly more intense and taller. B) No, the fire looks similar. C) No, the fire is smaller.
A
{"material_type": "fluid_combustion", "physics_criteria": ["volumetric_consistency", "lighting_interaction"], "question": "With the intensified fire, do the flames behave like hot rising gas with natural chaotic shapes, or do they look like stretched 2D textures?"}
{"consistency_question": "Observing the high-speed flickering, is the motion of the fire continuous over time, or do parts of the flame teleport or disappear unnaturally?", "flicker_check": "Do the rigid logs and the brick hearth remain structurally stable, or do they warp/melt along with the intensified fire?"}
{"comparative_question": "Does the fire appear significantly hotter with taller flames and faster, more chaotic flickering?\nOptions:\nA) Yes, significantly more intense and taller.\nB) No, the fire looks similar.\nC) No, the fire is smaller.", "expected_choice": "A", "task_type": "dynamic_amplification"}
nr_benchmark_data
Edit_prompt/edit2_NR.json
0008_fluid3
0008_fluid3
2
null
videos/0008_fluid3.mp4
videos/0008_fluid3.mp4
images/0008_fluid3
bmasks/0008_fluid3
2_Black ink and orange dye are v
Black ink and orange dye are gently billowing and diffusing through clear water against a light background. The camera remains stationary, capturing the soft, wispy tendrils as they slowly spread and curl.
Black ink and orange dye are vigorously swirling and mixing through clear water against a light background. The camera remains stationary, capturing energetic vortices and turbulent curls as the dyes churn and twist.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
black ink and orange dye gently diffusing
black ink and orange dye vigorously swirling
Increase the intensity of the fluid motion, making the ink and dye swirl more vigorously and form clearer turbulent vortices.
How is the dye moving in the water? a) Gently diffusing with soft tendrils b) Vigorously swirling with turbulent vortices
Is the dye gently diffusing with soft, wispy tendrils in the water?
Is the dye vigorously swirling and forming turbulent vortices in the water?
4
6
fluid_dynamics
["diffusion_physics", "fluid_viscosity"]
As the ink swirls vigorously, does it maintain the properties of a liquid (smooth mixing, gradient transparency), or does it break into solid chunks or pixelated noise?
Tracing the path of the ink vortices, is the swirling motion fluid and continuous, or does the flow direction change abruptly/unrealistically between frames?
Does the light background remain uniformly illuminated, or are there brightness fluctuations (flickering) caused by the rapid ink generation?
turbulence_increase
Does the ink exhibit significantly higher kinetic energy with rapid swirling and complex vortices? Options: A) Yes, the motion is much more turbulent and vigorous. B) No, the motion is similar. C) No, the motion is slower/calmer.
A
{"material_type": "fluid_dynamics", "physics_criteria": ["diffusion_physics", "fluid_viscosity"], "question": "As the ink swirls vigorously, does it maintain the properties of a liquid (smooth mixing, gradient transparency), or does it break into solid chunks or pixelated noise?"}
{"consistency_question": "Tracing the path of the ink vortices, is the swirling motion fluid and continuous, or does the flow direction change abruptly/unrealistically between frames?", "flicker_check": "Does the light background remain uniformly illuminated, or are there brightness fluctuations (flickering) caused by ...
{"comparative_question": "Does the ink exhibit significantly higher kinetic energy with rapid swirling and complex vortices?\nOptions:\nA) Yes, the motion is much more turbulent and vigorous.\nB) No, the motion is similar.\nC) No, the motion is slower/calmer.", "expected_choice": "A", "task_type": "turbulence_increase"...
nr_benchmark_data
Edit_prompt/edit2_NR.json
0009_fluid4
0009_fluid4
2
null
videos/0009_fluid4.mp4
videos/0009_fluid4.mp4
images/0009_fluid4
bmasks/0009_fluid4
2_A single water droplet lands
A single water droplet lands on a calm water surface against a soft pastel background. The camera remains stationary, capturing gentle concentric ripples that spread smoothly outward.
A single water droplet lands on a calm water surface against a soft pastel background. The camera remains stationary, capturing larger concentric ripples that spread faster with a more energetic splash.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a water droplet creating gentle ripples
a water droplet creating larger, faster ripples
Increase the intensity of the water impact so the splash and concentric ripples become larger and spread faster, while keeping the background and camera unchanged.
How strong are the ripples on the water surface? a) Gentle, smooth ripples b) Larger, faster-spreading ripples with a stronger splash
Are the ripples on the water surface gentle and smooth in the video?
Are the ripples larger and spreading faster with a stronger splash in the video?
4
6
fluid_surface_tension
["wave_propagation", "surface_tension"]
Do the larger ripples maintain a natural circular geometry and smooth surface reflection, or do they appear jagged/aliased or physically impossible?
As the ripples spread outward rapidly, is the wave propagation smooth and speed-consistent, or do the ripples jump positions unnaturally?
Does the soft pastel background remain static, or does the intense splash cause global lighting flickering?
dynamic_amplification
Does the droplet create a significantly larger splash and faster-moving ripples? Options: A) Yes, the splash and ripples are significantly more intense. B) No, the impact intensity is similar. C) No, the impact is softer.
A
{"material_type": "fluid_surface_tension", "physics_criteria": ["wave_propagation", "surface_tension"], "question": "Do the larger ripples maintain a natural circular geometry and smooth surface reflection, or do they appear jagged/aliased or physically impossible?"}
{"consistency_question": "As the ripples spread outward rapidly, is the wave propagation smooth and speed-consistent, or do the ripples jump positions unnaturally?", "flicker_check": "Does the soft pastel background remain static, or does the intense splash cause global lighting flickering?"}
{"comparative_question": "Does the droplet create a significantly larger splash and faster-moving ripples?\nOptions:\nA) Yes, the splash and ripples are significantly more intense.\nB) No, the impact intensity is similar.\nC) No, the impact is softer.", "expected_choice": "A", "task_type": "dynamic_amplification"}
nr_benchmark_data
Edit_prompt/edit2_NR.json
0010_fluid5
0010_fluid5
2
null
videos/0010_fluid5.mp4
videos/0010_fluid5.mp4
images/0010_fluid5
bmasks/0010_fluid5
2_A pink ink cloud is gently
A pink ink cloud is gently billowing and slowly diffusing in clear water against a black background. The camera remains stationary, capturing the ink's smooth, soft expansion.
A pink ink cloud is swirling more turbulently and expanding faster in clear water against a black background. The camera remains stationary, capturing pronounced curls and vortices as the ink spreads.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a gently diffusing pink ink cloud
a turbulently swirling pink ink cloud
Increase the turbulence of the pink ink cloud so it swirls and expands faster with visible vortices, while keeping the ink color and the black background unchanged.
How is the ink cloud moving in the video? a) Gently diffusing with soft billows b) Swirling turbulently with visible vortices
Is the ink cloud gently diffusing with soft billows in the video?
Is the ink cloud swirling turbulently with visible vortices in the video?
4
6
fluid_dynamics
["turbulence_physics", "density_consistency"]
As the pink ink swirls turbulently, does it maintain a cloud-like volumetric density, or does it flatten into 2D layers or show unnatural sharp edges?
Observing the fast expansion of the ink, is the cloud's growth continuous, or does mass appear/disappear abruptly (popping)?
Does the pure black background remain deep and noise-free, or does the turbulent motion introduce compression artifacts or brightness flickering in the void?
turbulence_increase
Does the pink ink exhibit significantly more chaotic swirling and faster expansion? Options: A) Yes, significantly more turbulent and fast. B) No, the motion is similar. C) No, the motion is slower.
A
{"material_type": "fluid_dynamics", "physics_criteria": ["turbulence_physics", "density_consistency"], "question": "As the pink ink swirls turbulently, does it maintain a cloud-like volumetric density, or does it flatten into 2D layers or show unnatural sharp edges?"}
{"consistency_question": "Observing the fast expansion of the ink, is the cloud's growth continuous, or does mass appear/disappear abruptly (popping)?", "flicker_check": "Does the pure black background remain deep and noise-free, or does the turbulent motion introduce compression artifacts or brightness flickering in t...
{"comparative_question": "Does the pink ink exhibit significantly more chaotic swirling and faster expansion?\nOptions:\nA) Yes, significantly more turbulent and fast.\nB) No, the motion is similar.\nC) No, the motion is slower.", "expected_choice": "A", "task_type": "turbulence_increase"}
nr_benchmark_data
Edit_prompt/edit3_NR.json
0011_elas1
0011_elas1
3
null
videos/0011_elas1.mp4
videos/0011_elas1.mp4
images/0011_elas1
bmasks/0011_elas1
3_A blue-and-white flag is whip
A blue-and-white striped flag on a tall silver flagpole is fluttering gently in a light breeze against a cloudy sky. The camera remains stationary, capturing subtle ripples and soft folds in the fabric.
A blue-and-white striped flag on a tall silver flagpole is whipping vigorously in a stronger wind against a cloudy sky. The camera remains stationary, capturing pronounced waves and sharper creases in the fabric.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a blue-and-white striped flag
a vigorously flapping blue-and-white striped flag
Increase the wind strength so the flag flaps more vigorously, while keeping the flag, pole, and background unchanged.
How is the flag moving in the video? a) Fluttering gently in a light breeze b) Whipping vigorously in strong wind
Is the flag fluttering gently in a light breeze in the video?
Is the flag whipping vigorously in strong wind in the video?
4
7
cloth_aerodynamics
["fold_geometry", "wind_resistance"]
Observing the vigorously flapping flag, does the fabric fold and crease naturally like textile, or does it stretch elastically like rubber or fracture like glass?
As the flag whips back and forth, does the pattern of the stripes maintain topological consistency, or do the stripes merge/scramble during fast motion?
Does the silver flagpole remain perfectly straight and rigid, or does it bend/wiggle unnaturally along with the flag's motion?
dynamic_amplification
Does the flag whip with significantly higher frequency and sharper, more violent folds? Options: A) Yes, the movement is much more vigorous and violent. B) No, the wind strength appears similar. C) No, the movement is calmer.
A
{"material_type": "cloth_aerodynamics", "physics_criteria": ["fold_geometry", "wind_resistance"], "question": "Observing the vigorously flapping flag, does the fabric fold and crease naturally like textile, or does it stretch elastically like rubber or fracture like glass?"}
{"consistency_question": "As the flag whips back and forth, does the pattern of the stripes maintain topological consistency, or do the stripes merge/scramble during fast motion?", "flicker_check": "Does the silver flagpole remain perfectly straight and rigid, or does it bend/wiggle unnaturally along with the flag's mo...
{"comparative_question": "Does the flag whip with significantly higher frequency and sharper, more violent folds?\nOptions:\nA) Yes, the movement is much more vigorous and violent.\nB) No, the wind strength appears similar.\nC) No, the movement is calmer.", "expected_choice": "A", "task_type": "dynamic_amplification"}
nr_benchmark_data
Edit_prompt/edit3_NR.json
0012_elas2
0012_elas2
3
null
videos/0012_elas2.mp4
videos/0012_elas2.mp4
images/0012_elas2
bmasks/0012_elas2
3_A red flag is whipping
A red flag is fluttering on a tall flagpole against a clear blue sky. The camera remains stationary, capturing the flag's smooth rippling and soft folds in a steady breeze.
A red flag is whipping vigorously on a tall flagpole against a clear blue sky. The camera remains stationary, capturing the flag's rapid snapping waves and pronounced, sharper folds in a strong wind.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a red flag
the same red flag
Increase the wind strength so the flag flaps much more vigorously with sharper, faster ripples, while keeping the flag design, flagpole, and blue-sky background unchanged.
How is the flag moving in the video? a) Smoothly fluttering in a steady breeze b) Whipping vigorously in a strong wind
Is the flag smoothly fluttering in a steady breeze?
Is the flag whipping vigorously in a strong wind?
4
7
cloth_aerodynamics
["cloth_tension", "edge_integrity"]
During the high-speed whipping motion, do the edges of the flag remain defined and intact, or do they fray/disintegrate into the sky background?
Observing the rapid ripples, does the wave propagation along the fabric follow a continuous direction (from pole to tip), or is the motion chaotic/random?
Does the uniform blue sky remain solid, or are there compression artifacts/flickering around the fast-moving edges of the red flag?
dynamic_amplification
Does the flag flap with a noticeably faster rhythm and larger wave amplitude? Options: A) Yes, significantly faster and stronger flapping. B) No, the intensity is unchanged. C) No, it is flapping slower.
A
{"material_type": "cloth_aerodynamics", "physics_criteria": ["cloth_tension", "edge_integrity"], "question": "During the high-speed whipping motion, do the edges of the flag remain defined and intact, or do they fray/disintegrate into the sky background?"}
{"consistency_question": "Observing the rapid ripples, does the wave propagation along the fabric follow a continuous direction (from pole to tip), or is the motion chaotic/random?", "flicker_check": "Does the uniform blue sky remain solid, or are there compression artifacts/flickering around the fast-moving edges of t...
{"comparative_question": "Does the flag flap with a noticeably faster rhythm and larger wave amplitude?\nOptions:\nA) Yes, significantly faster and stronger flapping.\nB) No, the intensity is unchanged.\nC) No, it is flapping slower.", "expected_choice": "A", "task_type": "dynamic_amplification"}
nr_benchmark_data
Edit_prompt/edit3_NR.json
0013_elas3
0013_elas3
3
null
videos/0013_elas3.mp4
videos/0013_elas3.mp4
images/0013_elas3
bmasks/0013_elas3
3_A flag is whipping
A flag is waving steadily in a sea breeze over a wide river with a coastal town and marina in the distance. The camera remains stationary, capturing the flag's smooth, rhythmic fluttering against the calm waterfront background.
A flag is whipping vigorously in strong wind over a wide river with a coastal town and marina in the distance. The camera remains stationary, capturing the flag's faster, more forceful flapping while the background stays unchanged.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a flag waving steadily in a sea breeze
a flag whipping vigorously in strong wind
Increase the wind intensity so the same flag flaps much more violently and rapidly, while keeping the flag identity, colors, emblem, pole, camera viewpoint, and background unchanged.
How is the flag moving? a) Waving steadily in a sea breeze b) Whipping vigorously in strong wind
Is the flag waving steadily in a sea breeze in the video?
Is the flag whipping vigorously in strong wind in the video?
4
7
cloth_aerodynamics
["self_collision", "volume_conservation"]
When the flag folds over itself due to the strong wind, does the fabric handle self-occlusion correctly, or do the layers merge/clip through each other?
As the wind intensity increases, is the transition between frames smooth, or does the flag snap to different poses abruptly (stuttering)?
Does the complex background (coastal town and marina) remain stable, or does it distort/warp when the flag moves in front of it?
dynamic_amplification
Does the flag appear to be subjected to a much stronger wind force with violent whipping? Options: A) Yes, the wind force and whipping are significantly stronger. B) No, the motion looks similar. C) No, the wind appears weaker.
A
{"material_type": "cloth_aerodynamics", "physics_criteria": ["self_collision", "volume_conservation"], "question": "When the flag folds over itself due to the strong wind, does the fabric handle self-occlusion correctly, or do the layers merge/clip through each other?"}
{"consistency_question": "As the wind intensity increases, is the transition between frames smooth, or does the flag snap to different poses abruptly (stuttering)?", "flicker_check": "Does the complex background (coastal town and marina) remain stable, or does it distort/warp when the flag moves in front of it?"}
{"comparative_question": "Does the flag appear to be subjected to a much stronger wind force with violent whipping?\nOptions:\nA) Yes, the wind force and whipping are significantly stronger.\nB) No, the motion looks similar.\nC) No, the wind appears weaker.", "expected_choice": "A", "task_type": "dynamic_amplification"...
nr_benchmark_data
Edit_prompt/edit3_NR.json
0014_elas4
0014_elas4
3
null
videos/0014_elas4.mp4
videos/0014_elas4.mp4
images/0014_elas4
bmasks/0014_elas4
3_A close-up black water thick and stiff
A close-up black water balloon filled with water is held against a dark background. A hand brings a thin needle to pierce the balloon, triggering a dramatic slow-motion water splash. The camera remains stationary, capturing the clean burst and the scattering droplets.
A close-up black water balloon made of thicker, stiffer rubber is held against a dark background. A hand brings a thin needle to pierce the balloon, triggering a dramatic slow-motion water splash. The camera remains stationary, capturing the balloon staying more taut and less stretched before the compact burst.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a thin stretchy black water balloon
a thick stiff black water balloon
Make the black water balloon look thicker and stiffer so it stretches less before being pierced, while keeping the hand, needle, background, and overall action the same.
What material does the balloon look like? a) A thin stretchy latex balloon b) A thick stiff rubber balloon
Does the balloon look thin and stretchy in the image?
Does the balloon look thick and stiff in the image?
4
7
elastomer_physics
["elasticity_modulus", "surface_tension"]
Observing the balloon just before the burst, does the surface appear taut and rigid (maintaining a spherical shape) rather than bulging or stretching elastically around the contact point?
Observing the moment of the burst, does the rubber retract instantaneously and cleanly, or does it morph/dissolve slowly (which would imply incorrect physics)?
Does the hand holding the balloon remain anatomically stable, or do the fingers distort/flicker during the explosion event?
material_stiffening
Does the balloon appear made of a thicker, stiffer material that deforms less before popping? Options: A) Yes, it looks significantly stiffer and thicker. B) No, the material properties look the same. C) No, it looks thinner and stretchier.
A
{"material_type": "elastomer_physics", "physics_criteria": ["elasticity_modulus", "surface_tension"], "question": "Observing the balloon just before the burst, does the surface appear taut and rigid (maintaining a spherical shape) rather than bulging or stretching elastically around the contact point?"}
{"consistency_question": "Observing the moment of the burst, does the rubber retract instantaneously and cleanly, or does it morph/dissolve slowly (which would imply incorrect physics)?", "flicker_check": "Does the hand holding the balloon remain anatomically stable, or do the fingers distort/flicker during the explosi...
{"comparative_question": "Does the balloon appear made of a thicker, stiffer material that deforms less before popping?\nOptions:\nA) Yes, it looks significantly stiffer and thicker.\nB) No, the material properties look the same.\nC) No, it looks thinner and stretchier.", "expected_choice": "A", "task_type": "material_...
nr_benchmark_data
Edit_prompt/edit3_NR.json
0015_elas5
0015_elas5
3
null
videos/0015_elas5.mp4
videos/0015_elas5.mp4
images/0015_elas5
bmasks/0015_elas5
3_Jellyfish_stiffer_tentacles
A translucent jellyfish is drifting slowly upward in dark underwater water filled with tiny floating particles. The camera remains stationary, capturing its gentle pulsing and the soft, flowing tentacles trailing behind.
A translucent jellyfish with noticeably stiffer tentacles is drifting slowly upward in dark underwater water filled with tiny floating particles. The camera remains stationary, capturing the same gentle pulsing while the tentacles look straighter and sway less.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
the jellyfish's soft, flowing tentacles
the jellyfish's stiffer, straighter tentacles
Make the jellyfish's tentacles stiffer and less wavy while keeping the jellyfish identity, colors, lighting, and background unchanged.
How do the jellyfish tentacles behave? a) Soft and flowing b) Stiffer and straighter
Are the jellyfish tentacles soft and flowing in the video?
Are the jellyfish tentacles noticeably stiffer and straighter in the video?
4
7
biological_soft_body
["flexibility_reduction", "appendage_rigidity"]
Observing the tentacles, do they maintain a straighter, more rod-like structure with limited bending, as opposed to forming complex S-curves and flowing loosely?
As the jellyfish moves upward, do the stiffer tentacles track with the body correctly, or do they detach or lag behind unnaturally?
Do the tiny floating particles in the background remain consistent, or does the editing of the tentacles cause local noise/flicker in the water?
material_stiffening
Do the tentacles appear significantly stiffer, straighter, and less responsive to water resistance? Options: A) Yes, they are significantly stiffer and straighter. B) No, the flexibility is about the same. C) No, they appear softer and flow more.
A
{"material_type": "biological_soft_body", "physics_criteria": ["flexibility_reduction", "appendage_rigidity"], "question": "Observing the tentacles, do they maintain a straighter, more rod-like structure with limited bending, as opposed to forming complex S-curves and flowing loosely?"}
{"consistency_question": "As the jellyfish moves upward, do the stiffer tentacles track with the body correctly, or do they detach or lag behind unnaturally?", "flicker_check": "Do the tiny floating particles in the background remain consistent, or does the editing of the tentacles cause local noise/flicker in the wate...
{"comparative_question": "Do the tentacles appear significantly stiffer, straighter, and less responsive to water resistance?\nOptions:\nA) Yes, they are significantly stiffer and straighter.\nB) No, the flexibility is about the same.\nC) No, they appear softer and flow more.", "expected_choice": "A", "task_type": "mat...
nr_benchmark_data
Edit_prompt/edit4_NR.json
0001_motion1
0001_motion1
4
null
videos/0001_motion1.mp4
videos/0001_motion1.mp4
images/0001_motion1
bmasks/0001_motion1
4_Studio_beige_outfit_faster_fuller_range
A woman wearing a beige fitted outfit is slowly dancing with gentle, flowing arm movements in front of a plain beige wall in a softly lit indoor studio. The camera remains stationary, capturing her smooth, relaxed motion.
A woman wearing a beige fitted outfit is dancing faster with noticeably larger, fuller-range movements in front of a plain beige wall in a softly lit indoor studio. The camera remains stationary, capturing bigger arm arcs, clearer torso rhythm, and more energetic step changes while keeping her appearance consistent.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
slow dancing with gentle, flowing arms
faster dancing with larger, fuller-range motion
Increase the dance tempo and significantly increase motion amplitude (larger arm arcs, clearer torso rhythm, and more energetic step changes). Keep the same person, facial identity, beige outfit texture, plain beige wall, lighting, and the stationary camera unchanged.
What best describes the person's motion in the edited video? a) Slowly dancing with gentle, flowing arm movements b) Dancing faster with larger, fuller-range movements
Is the person slowly dancing with gentle, flowing arm movements in the video?
Is the person dancing faster with larger, fuller-range movements in the video?
3
7
biological_skeletal
["limb_length_consistency", "anatomical_limits"]
Observing the larger arm movements, do the arms maintain a constant, natural length throughout the swing, or do they appear to stretch elastically (rubber-arm effect) to reach the wider positions?
As the dancer moves faster with larger steps, is the center of gravity transition smooth, or does the body slide/teleport across the floor without proper foot planting?
Does the plain beige wall remain a solid, static surface, or does the dancer's expanded motion cause 'ghosting' or halo artifacts on the wall?
spatio_temporal_amplification
Does the woman dance with BOTH a faster tempo AND significantly larger, more expansive body movements? Options: A) Yes, faster speed and larger motion range. B) No, only the speed changed, range is small. C) No, the motion is slower/smaller.
A
{"material_type": "biological_skeletal", "physics_criteria": ["limb_length_consistency", "anatomical_limits"], "question": "Observing the larger arm movements, do the arms maintain a constant, natural length throughout the swing, or do they appear to stretch elastically (rubber-arm effect) to reach the wider positions?...
{"consistency_question": "As the dancer moves faster with larger steps, is the center of gravity transition smooth, or does the body slide/teleport across the floor without proper foot planting?", "flicker_check": "Does the plain beige wall remain a solid, static surface, or does the dancer's expanded motion cause 'gho...
{"comparative_question": "Does the woman dance with BOTH a faster tempo AND significantly larger, more expansive body movements?\nOptions:\nA) Yes, faster speed and larger motion range.\nB) No, only the speed changed, range is small.\nC) No, the motion is slower/smaller.", "expected_choice": "A", "task_type": "spatio_t...
nr_benchmark_data
Edit_prompt/edit4_NR.json
0002_motion2
0002_motion2
4
null
videos/0002_motion2.mp4
videos/0002_motion2.mp4
images/0002_motion2
bmasks/0002_motion2
4_Walkway_dance_much_slower_smaller_amplitude
A young woman wearing a beige T-shirt and white pants is dancing with light, rhythmic steps and gentle arm swings along a sunlit paved walkway beside a modern building with columns. The camera remains stationary, capturing her smooth, controlled motion.
A young woman wearing a beige T-shirt and white pants is dancing noticeably slower with much smaller, more restrained steps and minimal arm swings along a sunlit paved walkway beside a modern building with columns. The camera remains stationary, capturing her calm, low-energy movement with reduced limb amplitude and st...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing with light rhythmic steps
dancing much slower with smaller, restrained movements
Slow down the dance and significantly reduce motion amplitude (shorter steps, smaller arm swings, steadier torso) while keeping the same person, facial identity, clothing textures, walkway, building columns, lighting, and the stationary camera unchanged.
What best describes the person's motion in the edited video? a) Dancing with light rhythmic steps and gentle arm swings b) Dancing much slower with smaller, restrained steps and minimal arm swings
Is the person dancing with light rhythmic steps and gentle arm swings in the video?
Is the person dancing much slower with smaller, restrained steps and minimal arm swings in the video?
3
7
biological_kinematics
["posture_stability", "ground_contact"]
As the motion becomes constrained and slow, does the body posture remain natural and balanced, or does the figure look stiff/frozen like a mannequin being dragged?
Observing the slow, small steps, do the feet maintain solid contact with the ground, or is there 'foot sliding' (moonwalking effect) where motion doesn't match the step frequency?
Do the vertical columns of the building remain perfectly straight and static, or do they warp/wobble as the person moves past them?
spatio_temporal_attenuation
Does the woman dance with BOTH a slower tempo AND noticeably smaller, more restrained movements? Options: A) Yes, slower speed and smaller motion range. B) No, the movement size is the same. C) No, she is dancing faster/larger.
A
{"material_type": "biological_kinematics", "physics_criteria": ["posture_stability", "ground_contact"], "question": "As the motion becomes constrained and slow, does the body posture remain natural and balanced, or does the figure look stiff/frozen like a mannequin being dragged?"}
{"consistency_question": "Observing the slow, small steps, do the feet maintain solid contact with the ground, or is there 'foot sliding' (moonwalking effect) where motion doesn't match the step frequency?", "flicker_check": "Do the vertical columns of the building remain perfectly straight and static, or do they warp/...
{"comparative_question": "Does the woman dance with BOTH a slower tempo AND noticeably smaller, more restrained movements?\nOptions:\nA) Yes, slower speed and smaller motion range.\nB) No, the movement size is the same.\nC) No, she is dancing faster/larger.", "expected_choice": "A", "task_type": "spatio_temporal_attenu...
nr_benchmark_data
Edit_prompt/edit4_NR.json
0003_motion3
0003_motion3
4
null
videos/0003_motion3.mp4
videos/0003_motion3.mp4
images/0003_motion3
bmasks/0003_motion3
4_Bed_dance_faster_larger_pillow_arcs
A young woman is dancing playfully on a rumpled bed while swinging a pillow in a sunlit bedroom beside a large window with sheer white curtains. The camera remains stationary, capturing her relaxed, rhythmic movements.
A young woman is dancing faster with larger, more expressive movements on a rumpled bed while swinging a pillow more widely in a sunlit bedroom beside a large window with sheer white curtains. The camera remains stationary, capturing bigger steps on the mattress, wider arm swings, and more pronounced torso motion while...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
playful dancing with gentle pillow swinging
faster dancing with larger movements and wider pillow swings
Increase the dance tempo and amplify the movement range (bigger arm swings, stronger torso motion) while making the pillow swing in wider, clearer arcs. Keep the same person, facial identity, clothing textures, pillow appearance, bed, window, curtains, lighting, and the stationary camera unchanged.
What best describes the person's motion in the edited video? a) Playful dancing with gentle pillow swinging b) Faster dancing with larger movements and wider pillow swings
Is the person dancing playfully with gentle pillow swinging in the video?
Is the person dancing faster with larger movements and wider pillow swings in the video?
3
7
interaction_dynamics
["object_mass_inertia", "grip_consistency"]
As the pillow is swung in wider arcs, does it behave like a soft object with mass (lagging slightly behind the hand), or does it move rigidly attached to the hand without natural deformation?
During the fast, wide pillow swings, does the pillow maintain its shape and texture, or does it smear/blur into the bedsheets?
Do the sheer white curtains by the window remain static, or does the rapid motion of the person/pillow cause lighting flicker or motion artifacts in the curtains?
spatio_temporal_amplification
Does the woman exhibit BOTH faster dancing AND wider, more energetic swings of the pillow? Options: A) Yes, faster speed and wider swings. B) No, the swing amplitude is similar. C) No, the motion is slower.
A
{"material_type": "interaction_dynamics", "physics_criteria": ["object_mass_inertia", "grip_consistency"], "question": "As the pillow is swung in wider arcs, does it behave like a soft object with mass (lagging slightly behind the hand), or does it move rigidly attached to the hand without natural deformation?"}
{"consistency_question": "During the fast, wide pillow swings, does the pillow maintain its shape and texture, or does it smear/blur into the bedsheets?", "flicker_check": "Do the sheer white curtains by the window remain static, or does the rapid motion of the person/pillow cause lighting flicker or motion artifacts i...
{"comparative_question": "Does the woman exhibit BOTH faster dancing AND wider, more energetic swings of the pillow?\nOptions:\nA) Yes, faster speed and wider swings.\nB) No, the swing amplitude is similar.\nC) No, the motion is slower.", "expected_choice": "A", "task_type": "spatio_temporal_amplification"}
nr_benchmark_data
Edit_prompt/edit4_NR.json
0004_motion4
0004_motion4
4
null
videos/0004_motion4.mp4
videos/0004_motion4.mp4
images/0004_motion4
bmasks/0004_motion4
4_Headphones_dance_faster_larger_moves
A young woman wearing headphones is dancing casually with smooth steps in/along a paved open area beneath an elevated highway overpass on a sunny day. The camera remains stationary in a low-angle shot, capturing her relaxed, steady movements.
A young woman wearing headphones is dancing faster with larger, more expressive movements in/along a paved open area beneath an elevated highway overpass on a sunny day. The camera remains stationary in a low-angle shot, capturing bigger steps, wider arm swings, and more pronounced torso motion while keeping her identi...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing casually with smooth steps
dancing faster with larger, more expressive movements
Increase the dance tempo and amplify the movement range (bigger steps, wider arm swings, stronger torso and hip motion) while keeping the same person, facial identity, headphones, clothing textures, background, lighting, and the stationary low-angle camera unchanged.
What best describes the person's motion in the edited video? a) Casual dancing with smooth, relaxed steps b) Faster dancing with larger, more expressive movements
Is the person dancing casually with smooth, relaxed steps in the video?
Is the person dancing faster with larger, more expressive movements in the video?
3
7
biological_accessory
["secondary_motion", "accessory_stability"]
With the larger and faster body movements, do the headphones stay securely on the ears, or do they float/slide unnaturally relative to the head movement?
As the legs take bigger steps, is the motion of the pants/legs continuous, or do the legs split or merge unnaturally during the widest stance?
Does the detailed texture of the elevated highway structure above remain stable, or does it jitter/flicker due to the increased foreground motion?
spatio_temporal_amplification
Does the woman dance with BOTH a higher tempo AND significantly more expressive, larger movements? Options: A) Yes, faster and larger movements. B) No, motion scale is similar. C) No, slower/smaller movements.
A
{"material_type": "biological_accessory", "physics_criteria": ["secondary_motion", "accessory_stability"], "question": "With the larger and faster body movements, do the headphones stay securely on the ears, or do they float/slide unnaturally relative to the head movement?"}
{"consistency_question": "As the legs take bigger steps, is the motion of the pants/legs continuous, or do the legs split or merge unnaturally during the widest stance?", "flicker_check": "Does the detailed texture of the elevated highway structure above remain stable, or does it jitter/flicker due to the increased for...
{"comparative_question": "Does the woman dance with BOTH a higher tempo AND significantly more expressive, larger movements?\nOptions:\nA) Yes, faster and larger movements.\nB) No, motion scale is similar.\nC) No, slower/smaller movements.", "expected_choice": "A", "task_type": "spatio_temporal_amplification"}
nr_benchmark_data
Edit_prompt/edit4_NR.json
0005_motion5
0005_motion5
4
null
videos/0005_motion5.mp4
videos/0005_motion5.mp4
images/0005_motion5
bmasks/0005_motion5
4_Dancer_faster_larger_moves
A person is dancing at a steady, moderate tempo in an indoor setting. The camera remains stationary, capturing smooth, natural body movements with consistent posture and rhythm.
A person is dancing faster with larger, more energetic movements in the same indoor setting. The camera remains stationary, capturing wider arm swings, bigger steps, and more pronounced torso motion while keeping the dancer's identity and outfit unchanged.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a person dancing at a steady tempo
the same person dancing faster with larger movements
Increase the dancing tempo and amplify the movement range (wider arm swings, bigger steps, stronger torso motion) while keeping the same dancer's identity, outfit textures, background, and the stationary camera unchanged.
How does the dancer move in the edited video? a) Dancing at a steady, moderate tempo with normal movement range b) Dancing faster with larger, more energetic movements
Is the dancer moving at a steady, moderate tempo with normal movement range in the video?
Is the same dancer moving faster with larger, more energetic movements in the video?
3
7
biological_skeletal
["joint_articulation", "motion_blur_consistency"]
During the rapid, large movements, do the hands and feet remain defined, or do they dissolve into undefined motion blur/smears that lack structure?
Is the transition between the wide dance poses smooth and anatomically possible, or are there frames where limbs are in impossible positions?
Does the indoor background remain consistent in lighting and geometry, or does the energetic dancing cause the whole scene to shake or flicker?
spatio_temporal_amplification
Does the dancer exhibit BOTH a faster rhythm AND larger, more energetic body movements? Options: A) Yes, faster and more energetic/larger. B) No, similar energy and speed. C) No, slower and smaller.
A
{"material_type": "biological_skeletal", "physics_criteria": ["joint_articulation", "motion_blur_consistency"], "question": "During the rapid, large movements, do the hands and feet remain defined, or do they dissolve into undefined motion blur/smears that lack structure?"}
{"consistency_question": "Is the transition between the wide dance poses smooth and anatomically possible, or are there frames where limbs are in impossible positions?", "flicker_check": "Does the indoor background remain consistent in lighting and geometry, or does the energetic dancing cause the whole scene to shake ...
{"comparative_question": "Does the dancer exhibit BOTH a faster rhythm AND larger, more energetic body movements?\nOptions:\nA) Yes, faster and more energetic/larger.\nB) No, similar energy and speed.\nC) No, slower and smaller.", "expected_choice": "A", "task_type": "spatio_temporal_amplification"}
nr_benchmark_data
Edit_prompt/edit5_NR.json
0006_fluid1
0006_fluid1
5
null
videos/0006_fluid1.mp4
videos/0006_fluid1.mp4
images/0006_fluid1
bmasks/0006_fluid1
5_Candle_flame_cross_breeze_smoke
A close-up candle flame is burning steadily above a yellow candle against a dark background. The camera remains stationary, capturing the flame's gentle, stable flicker.
A close-up candle flame is dancing erratically above a yellow candle against a dark background. The camera remains stationary, capturing the flame leaning side-to-side in a light cross-breeze, with rapid fluttering and occasional thin wisps of smoke drifting upward.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a candle flame burning steadily
a candle flame leaning in a light cross-breeze with occasional smoke wisps
Introduce a light cross-breeze so the flame consistently leans and sways side-to-side with faster, irregular fluttering, and add occasional thin wisps of smoke rising upward. Keep the candle, background, lighting, and camera fixed and unchanged.
How is the candle flame behaving in the edited video? a) Burning steadily with a gentle flicker b) Leaning and swaying side-to-side in a light cross-breeze with occasional wisps of smoke
Is the candle flame burning steadily with only a gentle flicker in the video?
Is the candle flame leaning and swaying side-to-side due to a light cross-breeze with occasional wisps of smoke in the video?
4
6
aerodynamic_chaos
["stochastic_motion", "smoke_generation"]
Observing the flame under the cross-breeze, does the flame shape deform asymmetrically and chaotically as if hit by air currents, or does it simply stretch or rotate rigidly?
As the smoke wisps detach from the flame, do they drift upward and dissipate naturally, or do they vanish/teleport instantly?
Does the yellow wax body of the candle remain solid and stationary, or does it warp/wobble along with the erratic movement of the flame?
complexity_increase
Does the flame exhibit chaotic, side-to-side leaning motion consistent with a cross-breeze? Options: A) Yes, it leans and flutters erratically due to wind. B) No, it flickers vertically like the original. C) No, it is perfectly still.
A
{"material_type": "aerodynamic_chaos", "physics_criteria": ["stochastic_motion", "smoke_generation"], "question": "Observing the flame under the cross-breeze, does the flame shape deform asymmetrically and chaotically as if hit by air currents, or does it simply stretch or rotate rigidly?"}
{"consistency_question": "As the smoke wisps detach from the flame, do they drift upward and dissipate naturally, or do they vanish/teleport instantly?", "flicker_check": "Does the yellow wax body of the candle remain solid and stationary, or does it warp/wobble along with the erratic movement of the flame?"}
{"comparative_question": "Does the flame exhibit chaotic, side-to-side leaning motion consistent with a cross-breeze?\nOptions:\nA) Yes, it leans and flutters erratically due to wind.\nB) No, it flickers vertically like the original.\nC) No, it is perfectly still.", "expected_choice": "A", "task_type": "complexity_incr...
nr_benchmark_data
Edit_prompt/edit5_NR.json
0007_fluid2
0007_fluid2
5
null
videos/0007_fluid2.mp4
videos/0007_fluid2.mp4
images/0007_fluid2
bmasks/0007_fluid2
5_Fire_surging_turbulent_with_sparks
A fireplace fire is burning steadily around a few logs inside a dark hearth. The camera remains stationary, capturing the fire's gentle, stable flicker and warm glow.
A fireplace fire is surging with strong turbulent flicker around a few logs inside a dark hearth. The camera remains stationary, capturing rolling tongues of flame that curl and fold, with frequent sparks and glowing embers rising in the updraft.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a fireplace fire burning steadily
a turbulent fireplace fire with rolling flames and frequent sparks
Increase the fire dynamics beyond simple intensity: make the flames roll, curl, and fold with Obvious turbulent patterns and increased visible Mars and rising embers; Keep the firewood, fireplace structure, background, and machine position unchanged.
What best describes the edited fireplace fire? a) Burning steadily with a gentle flicker b) Surging turbulently with rolling, curling flames and frequent sparks/embers
Is the fireplace fire burning steadily with only a gentle flicker in the video?
Does the fireplace fire show strong turbulent rolling flames with frequent sparks and rising embers in the video?
4
6
combustion_turbulence
["thermal_updraft", "particle_physics"]
Observing the rolling flames, do they exhibit complex 3D folding and curling behavior (turbulence), or do they look like simple 2D textures being scaled up?
Tracing the path of the rising sparks/embers, do they follow a consistent upward trajectory driven by heat, or do they move randomly or hang statically?
Do the rigid fireplace bricks and logs remain structurally stable, or do they distort/melt amidst the intense heat simulation?
complexity_increase
Does the fire display complex turbulent behaviors like rolling flames, curling tongues, and rising sparks? Options: A) Yes, significant turbulence and particle effects. B) No, it just looks brighter but not more complex. C) No, it is calmer.
A
{"material_type": "combustion_turbulence", "physics_criteria": ["thermal_updraft", "particle_physics"], "question": "Observing the rolling flames, do they exhibit complex 3D folding and curling behavior (turbulence), or do they look like simple 2D textures being scaled up?"}
{"consistency_question": "Tracing the path of the rising sparks/embers, do they follow a consistent upward trajectory driven by heat, or do they move randomly or hang statically?", "flicker_check": "Do the rigid fireplace bricks and logs remain structurally stable, or do they distort/melt amidst the intense heat simula...
{"comparative_question": "Does the fire display complex turbulent behaviors like rolling flames, curling tongues, and rising sparks?\nOptions:\nA) Yes, significant turbulence and particle effects.\nB) No, it just looks brighter but not more complex.\nC) No, it is calmer.", "expected_choice": "A", "task_type": "complexi...
nr_benchmark_data
Edit_prompt/edit5_NR.json
0008_fluid3
0008_fluid3
5
null
videos/0008_fluid3.mp4
videos/0008_fluid3.mp4
images/0008_fluid3
bmasks/0008_fluid3
5_Black_orange_layered_ribbons_multi_vortices
Black ink and orange dye are gently billowing and diffusing through clear water against a light background. The camera remains stationary, capturing the soft, wispy tendrils as they slowly spread and curl.
Black ink and orange dye are rapidly swirling in a strong shear flow through clear water against a light background. The camera remains stationary, capturing layered, ribbon-like streams that stretch, fold, and form multiple interacting vortices as the dyes mix more aggressively.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
black ink and orange dye gently diffusing
black ink and orange dye forming layered ribbon-like streams with multiple interacting vortices
Increase the fluid dynamics difficulty by introducing a strong shear-like motion: the black ink and orange dye should stretch into layered ribbons that fold and roll up into multiple interacting vortices, while keeping the dye colors, water, background, and camera unchanged.
What kind of mixing pattern is shown in the edited video? a) Gentle diffusion with soft wispy tendrils b) Layered ribbon-like streams that stretch and fold with multiple interacting vortices
Is the dye gently diffusing with soft, wispy tendrils in the water?
Does the dye form layered ribbon-like streams that stretch and fold into multiple interacting vortices in the water?
4
6
fluid_shear
["shear_stress", "vortex_shedding"]
As the ink stretches into ribbons, do the layers remain distinct and sharp (high viscosity/surface tension), or do they blur immediately into a muddy mixture?
Observing the vortices, do they rotate continuously in a physically plausible direction, or do they jitter/reverse direction randomly?
Does the light background remain clean and uniform, or are there compression artifacts/noise appearing in the clear water areas?
complexity_increase
Does the ink exhibit distinct shear flow patterns with stretched ribbons and multiple vortices? Options: A) Yes, complex shear flow and ribbon structures. B) No, it just spreads faster without structure. C) No, it diffuses slower.
A
{"material_type": "fluid_shear", "physics_criteria": ["shear_stress", "vortex_shedding"], "question": "As the ink stretches into ribbons, do the layers remain distinct and sharp (high viscosity/surface tension), or do they blur immediately into a muddy mixture?"}
{"consistency_question": "Observing the vortices, do they rotate continuously in a physically plausible direction, or do they jitter/reverse direction randomly?", "flicker_check": "Does the light background remain clean and uniform, or are there compression artifacts/noise appearing in the clear water areas?"}
{"comparative_question": "Does the ink exhibit distinct shear flow patterns with stretched ribbons and multiple vortices?\nOptions:\nA) Yes, complex shear flow and ribbon structures.\nB) No, it just spreads faster without structure.\nC) No, it diffuses slower.", "expected_choice": "A", "task_type": "complexity_increase...
nr_benchmark_data
Edit_prompt/edit5_NR.json
0009_fluid4
0009_fluid4
5
null
videos/0009_fluid4.mp4
videos/0009_fluid4.mp4
images/0009_fluid4
bmasks/0009_fluid4
5_Multiple_droplets_overlapping_ripples
A single water droplet lands on a calm water surface against a soft pastel background. The camera remains stationary, capturing gentle concentric ripples that spread smoothly outward.
Several small water droplets land in quick succession on the calm water surface against a soft pastel background. The camera remains stationary, capturing overlapping concentric ripples that intersect and create a more complex interference pattern with small secondary splashes.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a single water droplet creating gentle ripples
multiple small droplets creating overlapping ripples and small secondary splashes
Change the event from a single droplet impact to several small droplets landing in quick succession, producing overlapping ripples with visible interference patterns and small secondary splashes, while keeping the background, water surface, and camera unchanged.
What ripple pattern is present on the water surface in the edited video? a) A single set of gentle concentric ripples b) Overlapping ripples from multiple quick droplet impacts with interference patterns
Is there only a single set of gentle concentric ripples from one droplet impact in the video?
Are there overlapping ripples from multiple quick droplet impacts creating interference patterns in the video?
4
6
wave_interference
["wave_superposition", "energy_dissipation"]
Where the ripples from different droplets intersect, do they pass through each other creating a complex interference pattern (correct physics), or do they erase/block each other?
Do the multiple droplets land at distinct moments in time causing sequential ripple generation, or do all ripples appear simultaneously?
Does the pastel background reflection on the water surface remain consistent, or does it distort unnaturally at the intersection points of the ripples?
interaction_generation
Does it show multiple distinct impact points with overlapping, intersecting ripple patterns? Options: A) Yes, multiple impacts with visible wave interference. B) No, just one larger ripple. C) No, fewer ripples.
A
{"material_type": "wave_interference", "physics_criteria": ["wave_superposition", "energy_dissipation"], "question": "Where the ripples from different droplets intersect, do they pass through each other creating a complex interference pattern (correct physics), or do they erase/block each other?"}
{"consistency_question": "Do the multiple droplets land at distinct moments in time causing sequential ripple generation, or do all ripples appear simultaneously?", "flicker_check": "Does the pastel background reflection on the water surface remain consistent, or does it distort unnaturally at the intersection points o...
{"comparative_question": "Does it show multiple distinct impact points with overlapping, intersecting ripple patterns?\nOptions:\nA) Yes, multiple impacts with visible wave interference.\nB) No, just one larger ripple.\nC) No, fewer ripples.", "expected_choice": "A", "task_type": "interaction_generation"}
nr_benchmark_data
Edit_prompt/edit5_NR.json
0010_fluid5
0010_fluid5
5
null
videos/0010_fluid5.mp4
videos/0010_fluid5.mp4
images/0010_fluid5
bmasks/0010_fluid5
5_Pink_ink_churning_dense_vortices
A pink ink cloud is gently billowing and slowly diffusing in clear water against a black background. The camera remains stationary, capturing the ink's smooth, soft expansion.
A pink ink cloud is churning intensely in clear water against a black background, forming denser, tighter vortices and small jet-like plumes that curl back on themselves. The camera remains stationary, capturing complex, layered turbulence with sharper filament-like tendrils as the ink spreads.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a gently diffusing pink ink cloud
a violently churning pink ink cloud with dense vortices and filament-like tendrils
Make the same pink ink cloud exhibit much stronger, more complex turbulence: tighter and denser vortices, sharper tendrils, and small jet-like plumes, while keeping the ink color, water, black background, and camera viewpoint unchanged.
What best describes the ink cloud dynamics in the edited video? a) Soft billowing diffusion with gentle spread b) Intense churning turbulence with tighter vortices, sharp tendrils, and jet-like plumes
Is the ink cloud moving with soft billowing diffusion and gentle spread in the video?
Is the ink cloud moving with intense churning turbulence, tighter vortices, sharp tendrils, and jet-like plumes in the video?
4
6
null
[]
null
As the ink churns, does the mass of the ink appear conserved, or does it seemingly generate new ink from nothing (mass hallucination)?
Does the black void background remain pure black, or does the intense motion cause compression artifacts/gray blocks in the background?
complexity_increase
Does the ink exhibit a much more complex flow structure with tighter vortices, sharper tendrils, and energetic churning? Options: A) Yes, significantly more complex and turbulent. B) No, similar complexity. C) No, smoother and simpler.
A
{}
{"consistency_question": "As the ink churns, does the mass of the ink appear conserved, or does it seemingly generate new ink from nothing (mass hallucination)?", "flicker_check": "Does the black void background remain pure black, or does the intense motion cause compression artifacts/gray blocks in the background?"}
{"comparative_question": "Does the ink exhibit a much more complex flow structure with tighter vortices, sharper tendrils, and energetic churning?\nOptions:\nA) Yes, significantly more complex and turbulent.\nB) No, similar complexity.\nC) No, smoother and simpler.", "expected_choice": "A", "task_type": "complexity_inc...
nr_benchmark_data
Edit_prompt/edit6_NR.json
0011_elas1
0011_elas1
6
null
videos/0011_elas1.mp4
videos/0011_elas1.mp4
images/0011_elas1
bmasks/0011_elas1
6_Blue-white_flag_denser_wrinkles
A blue-and-white striped flag on a tall silver flagpole is fluttering gently in a light breeze against a cloudy sky. The camera remains stationary, capturing subtle ripples and soft folds in the fabric.
A blue-and-white striped flag on a tall silver flagpole is flapping in the wind against a cloudy sky, but the fabric shows much denser and more exaggerated wrinkles. The camera remains stationary, capturing tighter, more frequent folds and sharper, more complex creasing patterns across the flag.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a blue-and-white striped flag with subtle ripples
a blue-and-white striped flag with denser, more exaggerated wrinkles
Make the same flag develop much denser and more pronounced wrinkles and folds while keeping the flag identity (color/stripes), pole, sky, and camera viewpoint unchanged.
What is the main change to the flag fabric in the video? a) Subtle ripples and soft folds b) Much denser and more exaggerated wrinkles and creases
Does the flag show subtle ripples and soft folds in the video?
Does the flag show much denser and more exaggerated wrinkles and creases in the video?
4
7
cloth_micro_dynamics
["buckling_frequency", "crease_sharpness"]
Observing the fabric surface, does it exhibit a high frequency of sharp, tight wrinkles (like crumpled paper/silk), or does it remain smooth with only broad waves?
As the flag flutters, do the dense wrinkles flow naturally across the fabric surface, or do they flicker like random noise texture overlaid on the flag?
Does the silver flagpole remain smooth and rigid, or does the 'wrinkling' effect bleed onto the pole causing it to look textured/jagged?
wrinkle_generation
Does the flag exhibit a significantly more wrinkled and creased texture? Options: A) Yes, much denser and sharper wrinkles. B) No, the texture is similar. C) No, it looks smoother.
A
{"material_type": "cloth_micro_dynamics", "physics_criteria": ["buckling_frequency", "crease_sharpness"], "question": "Observing the fabric surface, does it exhibit a high frequency of sharp, tight wrinkles (like crumpled paper/silk), or does it remain smooth with only broad waves?"}
{"consistency_question": "As the flag flutters, do the dense wrinkles flow naturally across the fabric surface, or do they flicker like random noise texture overlaid on the flag?", "flicker_check": "Does the silver flagpole remain smooth and rigid, or does the 'wrinkling' effect bleed onto the pole causing it to look t...
{"comparative_question": "Does the flag exhibit a significantly more wrinkled and creased texture?\nOptions:\nA) Yes, much denser and sharper wrinkles.\nB) No, the texture is similar.\nC) No, it looks smoother.", "expected_choice": "A", "task_type": "wrinkle_generation"}
nr_benchmark_data
Edit_prompt/edit6_NR.json
0012_elas2
0012_elas2
6
null
videos/0012_elas2.mp4
videos/0012_elas2.mp4
images/0012_elas2
bmasks/0012_elas2
6_A red flag looks stiffer
A red flag is fluttering on a tall flagpole against a clear blue sky. The camera remains stationary, capturing the flag's smooth rippling and soft folds as it moves in the breeze.
A red flag is fluttering on a tall flagpole against a clear blue sky, but the fabric looks stiffer and more rigid. The camera remains stationary, capturing broader, slower waves with fewer fine wrinkles and less floppy motion.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a soft, flexible flag fabric
a stiffer, more rigid flag fabric
Make the flag fabric appear stiffer and more rigid, reducing small wrinkles and floppy folds, while keeping the flag design, flagpole, background, and overall motion direction unchanged.
How does the flag fabric behave in the video? a) Soft and flexible with many small folds b) Stiffer and more rigid with broader waves and fewer wrinkles
Does the flag fabric look soft and flexible with many small folds?
Does the flag fabric look stiffer and more rigid with broader waves and fewer wrinkles?
4
7
material_rigidity
["bending_resistance", "damping_factor"]
Observing the wave motion, does the flag behave like a stiff material (canvas/leather) with slow, broad bends, or does it flutter rapidly like thin silk?
Does the flag maintain a consistent area and shape without 'crumpling' excessively, consistent with a stiffer material property?
Does the clear blue sky remain uniform, or are there artifacts around the slowly moving edges of the stiff flag?
rigidity_increase
Does the flag appear significantly stiffer and more rigid with fewer small ripples? Options: A) Yes, it looks much stiffer and heavier. B) No, the stiffness looks the same. C) No, it looks softer and more flexible.
A
{"material_type": "material_rigidity", "physics_criteria": ["bending_resistance", "damping_factor"], "question": "Observing the wave motion, does the flag behave like a stiff material (canvas/leather) with slow, broad bends, or does it flutter rapidly like thin silk?"}
{"consistency_question": "Does the flag maintain a consistent area and shape without 'crumpling' excessively, consistent with a stiffer material property?", "flicker_check": "Does the clear blue sky remain uniform, or are there artifacts around the slowly moving edges of the stiff flag?"}
{"comparative_question": "Does the flag appear significantly stiffer and more rigid with fewer small ripples?\nOptions:\nA) Yes, it looks much stiffer and heavier.\nB) No, the stiffness looks the same.\nC) No, it looks softer and more flexible.", "expected_choice": "A", "task_type": "rigidity_increase"}
nr_benchmark_data
Edit_prompt/edit6_NR.json
0013_elas3
0013_elas3
6
null
videos/0013_elas3.mp4
videos/0013_elas3.mp4
images/0013_elas3
bmasks/0013_elas3
6_A flag is waving with wrinkles
A flag is waving steadily in a sea breeze over a wide river with a coastal town and marina in the distance. The camera remains stationary, capturing broad, natural folds as the flag flutters smoothly.
A flag is waving steadily in a sea breeze over a wide river with a coastal town and marina in the distance. The camera remains stationary, capturing denser, more pronounced and exaggerated wrinkles forming across the fabric while the overall motion stays the same.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a flag with broad, natural folds
a flag with denser, exaggerated wrinkles
Keep the same wind and waving pattern, but make the flag fabric show much denser and more exaggerated wrinkles/folds, while preserving the flag identity, colors, emblem, pole, camera viewpoint, and background.
What best describes the flag's fabric appearance? a) Broad, natural folds b) Denser, exaggerated wrinkles
Does the flag show broad, natural folds in the video?
Does the flag show denser, more exaggerated wrinkles in the video?
4
7
cloth_micro_dynamics
["surface_geometry", "fold_persistence"]
Does the fabric display complex, multi-layered folding patterns (high geometric detail), or does it look like a flat texture with shadows painted on?
As the flag waves, do the new dense wrinkles evolve continuously (forming and smoothing out), or do they jitter statically in screen space?
Do the distant details of the coastal town remain stable, or do they distort due to the complex motion of the foreground flag?
wrinkle_generation
Does the flag display a significantly more complex surface texture with denser and deeper wrinkles? Options: A) Yes, significantly more wrinkles and folds. B) No, the texture is similar. C) No, it looks flatter/smoother.
A
{"material_type": "cloth_micro_dynamics", "physics_criteria": ["surface_geometry", "fold_persistence"], "question": "Does the fabric display complex, multi-layered folding patterns (high geometric detail), or does it look like a flat texture with shadows painted on?"}
{"consistency_question": "As the flag waves, do the new dense wrinkles evolve continuously (forming and smoothing out), or do they jitter statically in screen space?", "flicker_check": "Do the distant details of the coastal town remain stable, or do they distort due to the complex motion of the foreground flag?"}
{"comparative_question": "Does the flag display a significantly more complex surface texture with denser and deeper wrinkles?\nOptions:\nA) Yes, significantly more wrinkles and folds.\nB) No, the texture is similar.\nC) No, it looks flatter/smoother.", "expected_choice": "A", "task_type": "wrinkle_generation"}
nr_benchmark_data
Edit_prompt/edit6_NR.json
0014_elas4
0014_elas4
6
null
videos/0014_elas4.mp4
videos/0014_elas4.mp4
images/0014_elas4
bmasks/0014_elas4
6_A close-up black water stretches more
A close-up black water balloon filled with water is held against a dark background. A hand brings a thin needle to pierce the balloon, triggering a dramatic slow-motion water splash. The camera remains stationary, capturing the clean burst and the scattering droplets.
A close-up black water balloon made of very elastic latex is held against a dark background. Before the needle punctures it, the balloon stretches and elongates much more, appearing softer and more deformable. The camera remains stationary, capturing the exaggerated stretching and the slow-motion burst with longer wate...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a black water balloon with normal elasticity
a highly elastic black water balloon that stretches more
Increase the balloon's elasticity so it visibly stretches and elongates more before the needle puncture, while keeping the same hand, needle, background, and timing.
How does the balloon deform before popping? a) It stays mostly round b) It stretches and elongates a lot before popping
Does the balloon stay mostly round before popping in the image?
Does the balloon stretch and elongate noticeably before popping in the image?
4
7
hyperelasticity
["elongation_strain", "volume_conservation"]
Does the balloon material deform significantly (stretching/bulging) upon contact with the needle before rupturing, indicating high elasticity?
During the stretching phase, does the balloon surface texture stretch naturally with the geometry, or does the texture slide/swim over the object?
Does the hand holding the balloon remain stable and rigid, or does it warp/stretch along with the highly elastic balloon?
elasticity_amplification
Does the balloon stretch and deform significantly more before bursting? Options: A) Yes, it shows much higher elasticity and elongation. B) No, the deformation is similar. C) No, it pops instantly without stretching.
A
{"material_type": "hyperelasticity", "physics_criteria": ["elongation_strain", "volume_conservation"], "question": "Does the balloon material deform significantly (stretching/bulging) upon contact with the needle before rupturing, indicating high elasticity?"}
{"consistency_question": "During the stretching phase, does the balloon surface texture stretch naturally with the geometry, or does the texture slide/swim over the object?", "flicker_check": "Does the hand holding the balloon remain stable and rigid, or does it warp/stretch along with the highly elastic balloon?"}
{"comparative_question": "Does the balloon stretch and deform significantly more before bursting?\nOptions:\nA) Yes, it shows much higher elasticity and elongation.\nB) No, the deformation is similar.\nC) No, it pops instantly without stretching.", "expected_choice": "A", "task_type": "elasticity_amplification"}
nr_benchmark_data
Edit_prompt/edit6_NR.json
0015_elas5
0015_elas5
6
null
videos/0015_elas5.mp4
videos/0015_elas5.mp4
images/0015_elas5
bmasks/0015_elas5
6_Jellyfish_vigorous_pulsing
A translucent jellyfish is drifting slowly upward in dark underwater water filled with tiny floating particles. The camera remains stationary, capturing its gentle pulsing and the soft, flowing tentacles trailing behind.
A translucent jellyfish is drifting slowly upward in dark underwater water filled with tiny floating particles, but it pulses much more vigorously. The camera remains stationary, capturing a stronger, more dramatic contraction of the bell and more pronounced waves traveling along the tentacles.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
the jellyfish's gentle pulsing
the jellyfish's vigorous pulsing with larger deformations
Increase the deformation intensity: make the jellyfish bell contract and expand more dramatically, and make the tentacles show stronger, more noticeable waves, while keeping identity and background unchanged.
How is the jellyfish pulsing? a) Gently b) Vigorously with larger deformations
Is the jellyfish pulsing gently in the video?
Is the jellyfish pulsing more vigorously with larger deformations in the video?
4
7
biological_soft_body
["volumetric_contraction", "tissue_flexibility"]
Does the bell of the jellyfish undergo a deep, dramatic contraction (large shape change) during the pulse, rather than a shallow vibration?
Is the cycle of contraction and expansion rhythmic and smooth, or does the shape snap between open and closed states unnaturally?
Do the tiny particles suspended in the water remain independent, or do they get sucked in/warped by the jellyfish's intense deformation?
deformation_amplification
Does the jellyfish exhibit significantly stronger and deeper contractions of its body? Options: A) Yes, much stronger and deeper pulsing. B) No, the pulsing intensity is similar. C) No, the pulsing is weaker.
A
{"material_type": "biological_soft_body", "physics_criteria": ["volumetric_contraction", "tissue_flexibility"], "question": "Does the bell of the jellyfish undergo a deep, dramatic contraction (large shape change) during the pulse, rather than a shallow vibration?"}
{"consistency_question": "Is the cycle of contraction and expansion rhythmic and smooth, or does the shape snap between open and closed states unnaturally?", "flicker_check": "Do the tiny particles suspended in the water remain independent, or do they get sucked in/warped by the jellyfish's intense deformation?"}
{"comparative_question": "Does the jellyfish exhibit significantly stronger and deeper contractions of its body?\nOptions:\nA) Yes, much stronger and deeper pulsing.\nB) No, the pulsing intensity is similar.\nC) No, the pulsing is weaker.", "expected_choice": "A", "task_type": "deformation_amplification"}
nr_benchmark_data
Edit_prompt/edit7_NR.json
0001_motion1
0001_motion1
7
null
videos/0001_motion1.mp4
videos/0001_motion1.mp4
images/0001_motion1
bmasks/0001_motion1
7_Studio_beige_outfit_style_change_popping
A woman wearing a beige fitted outfit is slowly dancing with gentle, flowing arm movements in front of a plain beige wall in a softly lit indoor studio. The camera remains stationary, capturing her smooth, relaxed motion.
A woman wearing a beige fitted outfit is performing sharp popping-style dance moves in front of a plain beige wall in a softly lit indoor studio. The camera remains stationary, capturing crisp arm hits, brief holds, and controlled, rhythmic body isolations while preserving her identity and the unchanged background.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
slow, flowing dance motion
sharp popping-style dance with crisp hits and brief holds
Change the dance style from slow, flowing movement to sharp popping-style motion with crisp arm hits, brief holds, and controlled body isolations. Keep the same person, facial identity, beige outfit texture, plain beige wall, lighting, and the stationary camera unchanged. Do not add new objects or change the scene.
What best describes the person's motion in the edited video? a) Slowly dancing with gentle, flowing arm movements b) Performing sharp popping-style moves with crisp hits and brief holds
Is the person slowly dancing with gentle, flowing arm movements in the video?
Is the person performing sharp popping-style moves with crisp hits and brief holds in the video?
3
7
biological_motor_control
["velocity_profile", "muscle_tension"]
Observing the arm movements, do they exhibit the sharp 'stop-and-go' (staccato) quality typical of popping, or do they remain smooth and continuous like the original video?
During the rapid 'hits' or stops in the popping dance, does the body maintain a solid, defined shape, or does it blur/smear due to interpolation errors?
Does the plain beige wall remain perfectly static, or do the sharp, jerky movements of the dancer cause compression artifacts/ghosting on the background?
style_transfer
Does the dancer distinctively change style to sharp, robotic 'popping' moves with visible isolations? Options: A) Yes, the style changed to sharp popping. B) No, the style is still smooth/flowing. C) No, the motion became chaotic/random.
A
{"material_type": "biological_motor_control", "physics_criteria": ["velocity_profile", "muscle_tension"], "question": "Observing the arm movements, do they exhibit the sharp 'stop-and-go' (staccato) quality typical of popping, or do they remain smooth and continuous like the original video?"}
{"consistency_question": "During the rapid 'hits' or stops in the popping dance, does the body maintain a solid, defined shape, or does it blur/smear due to interpolation errors?", "flicker_check": "Does the plain beige wall remain perfectly static, or do the sharp, jerky movements of the dancer cause compression artif...
{"comparative_question": "Does the dancer distinctively change style to sharp, robotic 'popping' moves with visible isolations?\nOptions:\nA) Yes, the style changed to sharp popping.\nB) No, the style is still smooth/flowing.\nC) No, the motion became chaotic/random.", "expected_choice": "A", "task_type": "style_transf...
nr_benchmark_data
Edit_prompt/edit7_NR.json
0002_motion2
0002_motion2
7
null
videos/0002_motion2.mp4
videos/0002_motion2.mp4
images/0002_motion2
bmasks/0002_motion2
7_Walkway_motion_category_change_to_brisk_walk
A young woman wearing a beige T-shirt and white pants is dancing with light, rhythmic steps and gentle arm swings along a sunlit paved walkway beside a modern building with columns. The camera remains stationary, capturing her smooth, controlled motion.
A young woman wearing a beige T-shirt and white pants is briskly walking in a steady, purposeful rhythm along a sunlit paved walkway beside a modern building with columns. The camera remains stationary, capturing consistent stride cycles, natural arm swings, and stable forward motion while preserving her identity and t...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
dancing with light rhythmic steps
brisk walking with a steady, purposeful rhythm
Change the motion category from dancing to brisk walking with consistent stride cycles and natural arm swings. Keep the same person, facial identity, clothing textures, walkway, building columns, lighting, and the stationary camera unchanged. Do not introduce new objects or camera motion.
What best describes the person's motion in the edited video? a) Dancing with light rhythmic steps and gentle arm swings b) Brisk walking with a steady, purposeful rhythm and natural arm swings
Is the person dancing with light rhythmic steps and gentle arm swings in the video?
Is the person briskly walking with a steady, purposeful rhythm and natural arm swings in the video?
3
7
kinematic_locomotion
["gait_cycle_consistency", "ground_reaction_force"]
Does the movement look like a natural walking gait with regular heel-strike and toe-off phases, or does it look like a 'gliding' dance move disguised as walking?
As the person walks briskly, is the forward momentum consistent, or does the speed fluctuate unnaturally (e.g., speeding up and slowing down randomly)?
Do the vertical building columns remain straight and stable as the person walks past them, or do they warp/bend in the background?
category_change
Does the woman switch to a standard brisk walking motion without dance elements? Options: A) Yes, she is clearly walking briskly. B) No, she is still dancing. C) No, she is running or standing still.
A
{"material_type": "kinematic_locomotion", "physics_criteria": ["gait_cycle_consistency", "ground_reaction_force"], "question": "Does the movement look like a natural walking gait with regular heel-strike and toe-off phases, or does it look like a 'gliding' dance move disguised as walking?"}
{"consistency_question": "As the person walks briskly, is the forward momentum consistent, or does the speed fluctuate unnaturally (e.g., speeding up and slowing down randomly)?", "flicker_check": "Do the vertical building columns remain straight and stable as the person walks past them, or do they warp/bend in the bac...
{"comparative_question": "Does the woman switch to a standard brisk walking motion without dance elements?\nOptions:\nA) Yes, she is clearly walking briskly.\nB) No, she is still dancing.\nC) No, she is running or standing still.", "expected_choice": "A", "task_type": "category_change"}
nr_benchmark_data
Edit_prompt/edit7_NR.json
0003_motion3
0003_motion3
7
null
videos/0003_motion3.mp4
videos/0003_motion3.mp4
images/0003_motion3
bmasks/0003_motion3
7_Bed_complex_choreo_pillow_toss_catch
A young woman is dancing playfully on a rumpled bed while swinging a pillow in a sunlit bedroom beside a large window with sheer white curtains. The camera remains stationary, capturing her relaxed, rhythmic movements.
A young woman is performing a more complex dance choreography on a rumpled bed while dynamically manipulating a pillow in a sunlit bedroom beside a large window with sheer white curtains. The camera remains stationary, capturing quick cross-steps on the mattress, brief turns, coordinated arm movements, and repeated pil...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
simple playful dancing with a pillow
the same dancer performing complex choreography with pillow toss-and-catch
Change the motion from simple playful dancing to a more complex choreography (denser footwork, quick cross-steps, brief turns, coordinated arm actions) and add repeated pillow toss-and-catch while keeping the same person, facial identity, clothing textures, pillow appearance, bed, window, curtains, lighting, and the st...
What best describes the person's motion in the edited video? a) Simple playful dancing with a pillow b) More complex choreography with quick footwork, brief turns, and pillow toss-and-catch
Is the person doing simple playful dancing with a pillow in the video?
Is the person performing more complex choreography with quick footwork, brief turns, and pillow toss-and-catch in the video?
3
7
interaction_complexity
["projectile_motion", "hand_eye_coordination"]
When the pillow is tossed and caught, does it follow a natural parabolic gravity arc, or does it float/teleport into the hand?
During the quick turns and cross-steps, do the legs maintain anatomical distinctness, or do they merge/twist into each other?
Does the complex texture of the rumpled bed sheets remain stable under the feet, or does the footwork cause the bed texture to flicker/reset?
complexity_upgrade
DDoes the dancer perform a significantly more complex routine involving turns, fast footwork, and pillow tossing? Options: A) Yes, significantly more complex choreography and interaction. B) No, the complexity is similar. C) No, the motion is simpler.
A
{"material_type": "interaction_complexity", "physics_criteria": ["projectile_motion", "hand_eye_coordination"], "question": "When the pillow is tossed and caught, does it follow a natural parabolic gravity arc, or does it float/teleport into the hand?"}
{"consistency_question": "During the quick turns and cross-steps, do the legs maintain anatomical distinctness, or do they merge/twist into each other?", "flicker_check": "Does the complex texture of the rumpled bed sheets remain stable under the feet, or does the footwork cause the bed texture to flicker/reset?"}
{"comparative_question": "DDoes the dancer perform a significantly more complex routine involving turns, fast footwork, and pillow tossing?\nOptions:\nA) Yes, significantly more complex choreography and interaction.\nB) No, the complexity is similar.\nC) No, the motion is simpler.", "expected_choice": "A", "task_type":...
nr_benchmark_data
Edit_prompt/edit7_NR.json
0004_motion4
0004_motion4
7
null
videos/0004_motion4.mp4
videos/0004_motion4.mp4
images/0004_motion4
bmasks/0004_motion4
7_Headphones_complex_choreo_turns
A young woman wearing headphones is dancing casually with smooth steps in/along a paved open area beneath an elevated highway overpass on a sunny day. The camera remains stationary in a low-angle shot, capturing her relaxed, steady movements.
A young woman wearing headphones is performing a more complex dance choreography in/along a paved open area beneath an elevated highway overpass on a sunny day. The camera remains stationary in a low-angle shot, capturing faster footwork, cross-steps, and quick turns with coordinated arm movements while preserving her ...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
casual dancing with simple, steady motion
the same dancer performing more complex choreography with quick turns
Change the motion from casual dancing to a more complex choreography (denser footwork, cross-steps, quick turns, coordinated arm actions) while keeping the same person, facial identity, headphones, clothing textures, background, lighting, and the stationary low-angle camera unchanged. Do not add new objects or introduc...
What best describes the person's motion in the edited video? a) Casual dancing with simple, steady movements b) More complex choreography with faster footwork and quick turns
Is the person dancing casually with simple, steady movements in the video?
Is the person performing a more complex choreography with faster footwork and quick turns in the video?
3
7
biological_kinematics
["rotational_stability", "balance_recovery"]
During the quick turns (spins), does the body axis remain vertical and stable, or does the figure lean/distort unnaturally?
As the dancer performs complex cross-steps, is the occlusion between the left and right legs handled correctly, or do the legs clip through each other?
Do the headphones stay firmly on the head during the turns, or do they slide/jitter independently of the head rotation?
complexity_upgrade
Does it showcase a higher level of dance skill with complex footwork, turns, and coordination? Options: A) Yes, much higher complexity and skill level. B) No, the skill level appears the same. C) No, the motion is simpler.
A
{"material_type": "biological_kinematics", "physics_criteria": ["rotational_stability", "balance_recovery"], "question": "During the quick turns (spins), does the body axis remain vertical and stable, or does the figure lean/distort unnaturally?"}
{"consistency_question": "As the dancer performs complex cross-steps, is the occlusion between the left and right legs handled correctly, or do the legs clip through each other?", "flicker_check": "Do the headphones stay firmly on the head during the turns, or do they slide/jitter independently of the head rotation?"}
{"comparative_question": "Does it showcase a higher level of dance skill with complex footwork, turns, and coordination?\nOptions:\nA) Yes, much higher complexity and skill level.\nB) No, the skill level appears the same.\nC) No, the motion is simpler.", "expected_choice": "A", "task_type": "complexity_upgrade"}
nr_benchmark_data
Edit_prompt/edit7_NR.json
0005_motion5
0005_motion5
7
null
videos/0005_motion5.mp4
videos/0005_motion5.mp4
images/0005_motion5
bmasks/0005_motion5
7_Dancer_complex_choreo_turns
A person is dancing at a steady, moderate tempo in an indoor setting. The camera remains stationary, capturing smooth, natural body movements with consistent posture and rhythm.
A person is performing a more complex dance choreography in the same indoor setting. The camera remains stationary, capturing faster footwork, rapid turns, and coordinated arm movements while preserving the dancer's identity, outfit, and the unchanged background.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a person dancing with a simple, steady rhythm
the same person performing more complex choreography
Upgrade the dance to a more complex choreography (denser footwork, rapid turns, coordinated arm actions) while keeping the same dancer's identity, outfit textures, background, lighting, and the stationary camera unchanged. Do not introduce new objects or camera motion.
What best describes the edited dance motion? a) Simple, steady dance rhythm with smooth movements b) More complex choreography with faster footwork and rapid turns
Is the dancer performing a simple, steady dance rhythm in the video?
Is the same dancer performing a more complex choreography with faster footwork and rapid turns in the video?
3
7
biological_motor_control
["limb_coordination", "movement_precision"]
In the complex choreography, do the arm and leg movements appear synchronized and intentional, or do they look like random flailing?
During rapid direction changes, does the clothing texture follow the body torsion naturally, or does it lag/slide over the body surface?
Does the background remain stable during the rapid movements, or does the motion cause whole-frame jitter?
complexity_upgrade
Does the dancer execute a more sophisticated routine with rapid turns and intricate steps? Options: A) Yes, significantly more complex and sophisticated. B) No, the routine is similar. C) No, the routine is simpler.
A
{"material_type": "biological_motor_control", "physics_criteria": ["limb_coordination", "movement_precision"], "question": "In the complex choreography, do the arm and leg movements appear synchronized and intentional, or do they look like random flailing?"}
{"consistency_question": "During rapid direction changes, does the clothing texture follow the body torsion naturally, or does it lag/slide over the body surface?", "flicker_check": "Does the background remain stable during the rapid movements, or does the motion cause whole-frame jitter?"}
{"comparative_question": "Does the dancer execute a more sophisticated routine with rapid turns and intricate steps?\nOptions:\nA) Yes, significantly more complex and sophisticated.\nB) No, the routine is similar.\nC) No, the routine is simpler.", "expected_choice": "A", "task_type": "complexity_upgrade"}
nr_benchmark_data
Edit_prompt/edit8_NR.json
0006_fluid1
0006_fluid1
8
null
videos/0006_fluid1.mp4
videos/0006_fluid1.mp4
images/0006_fluid1
bmasks/0006_fluid1
8_Candle_flame_split_turbulent_smoke
A close-up candle flame is burning steadily above a yellow candle against a dark background. The camera remains stationary, capturing the flame's gentle, stable flicker.
A close-up candle flame is struggling in a stronger, unsteady airflow above a yellow candle against a dark background. The camera remains stationary, capturing the flame repeatedly bending sharply, briefly splitting into two tongues, then rejoining, while thicker smoke curls and swirls upward in turbulent eddies.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a candle flame burning steadily
a candle flame bending sharply, briefly splitting, with thicker swirling smoke
Increase the airflow to a stronger, unsteady gust so the flame bends sharply and briefly splits into two tongues before rejoining, and produce thicker smoke that curls upward with visible turbulent eddies. Do not extinguish the flame. Keep the candle, background, lighting, and camera fixed and unchanged.
What best describes the edited candle flame? a) Burning steadily with a gentle flicker b) Bending sharply in unsteady airflow, briefly splitting into two tongues, with thicker swirling smoke
Is the candle flame burning steadily with only a gentle flicker in the video?
Does the candle flame bend sharply in unsteady airflow, briefly split into two tongues, and produce thicker swirling smoke in the video?
4
6
chaotic_combustion
["flame_splitting", "smoke_generation"]
Observing the flame under stress, does it exhibit topological changes (splitting into separate tongues and rejoining) rather than just bending rigidly?
When the flame splits, is the transition smooth and organic, or do the separate flame parts flicker in and out of existence?
Does the dark background remain clean, or does the rapid motion of the flame cause blocky compression artifacts in the low-light areas?
extreme_turbulence
Does the flame exhibit violent instability, including splitting and heavy smoke generation? Options: A) Yes, violent instability and splitting. B) No, it just flickers faster. C) No, it is stable.
A
{"material_type": "chaotic_combustion", "physics_criteria": ["flame_splitting", "smoke_generation"], "question": "Observing the flame under stress, does it exhibit topological changes (splitting into separate tongues and rejoining) rather than just bending rigidly?"}
{"consistency_question": "When the flame splits, is the transition smooth and organic, or do the separate flame parts flicker in and out of existence?", "flicker_check": "Does the dark background remain clean, or does the rapid motion of the flame cause blocky compression artifacts in the low-light areas?"}
{"comparative_question": "Does the flame exhibit violent instability, including splitting and heavy smoke generation?\nOptions:\nA) Yes, violent instability and splitting.\nB) No, it just flickers faster.\nC) No, it is stable.", "expected_choice": "A", "task_type": "extreme_turbulence"}
nr_benchmark_data
Edit_prompt/edit8_NR.json
0007_fluid2
0007_fluid2
8
null
videos/0007_fluid2.mp4
videos/0007_fluid2.mp4
images/0007_fluid2
bmasks/0007_fluid2
8_Fire_chaotic_flame_sheets_smoke_ember_bursts
A fireplace fire is burning steadily around a few logs inside a dark hearth. The camera remains stationary, capturing the fire's gentle, stable flicker and warm glow.
A fireplace fire erupts into a highly chaotic burn around a few logs inside a dark hearth. The camera remains stationary, capturing violent, fast-changing flame sheets, dense swirling hot smoke near the top of the hearth, and bursts of glowing embers that billow upward in turbulent plumes.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a fireplace fire burning steadily
a chaotic fireplace fire with turbulent plumes, dense smoke, and ember bursts
Make the edit maximize Challenging by introducing noticeable topological/particle changes: flames rapidly roll in patches and rise with denser rotating smoke and ember eruptions; Keep the same set of firewood, fireplace, background, and fixed machine positions unchanged.
How does the fire behave in the edited video? a) Gentle stable flicker with a steady burn b) Highly chaotic burn with fast-changing flame sheets, dense swirling smoke, and bursts of rising embers
Is the fireplace fire burning steadily with only a gentle flicker in the video?
Is the fireplace fire highly chaotic with dense swirling smoke and bursts of rising embers in the video?
4
6
chaotic_combustion
["thermal_turbulence", "ember_emission"]
Does the fire exhibit a chaotic, multi-layered structure with rolling sheets of flame and independent ember particles, or is it a simple looping texture?
Do the bursts of embers rise naturally with the updraft and fade out, or do they disappear abruptly or move downwards against physics?
Does the lighting on the surrounding logs flicker consistently with the chaotic fire, or is the lighting static while the fire rages?
extreme_turbulence
Does the fire transform into a violent, chaotic conflagration with dense smoke and ember bursts? Options: A) Yes, extremely chaotic and violent. B) No, similar intensity. C) No, calmer.
A
{"material_type": "chaotic_combustion", "physics_criteria": ["thermal_turbulence", "ember_emission"], "question": "Does the fire exhibit a chaotic, multi-layered structure with rolling sheets of flame and independent ember particles, or is it a simple looping texture?"}
{"consistency_question": "Do the bursts of embers rise naturally with the updraft and fade out, or do they disappear abruptly or move downwards against physics?", "flicker_check": "Does the lighting on the surrounding logs flicker consistently with the chaotic fire, or is the lighting static while the fire rages?"}
{"comparative_question": "Does the fire transform into a violent, chaotic conflagration with dense smoke and ember bursts?\nOptions:\nA) Yes, extremely chaotic and violent.\nB) No, similar intensity.\nC) No, calmer.", "expected_choice": "A", "task_type": "extreme_turbulence"}
nr_benchmark_data
Edit_prompt/edit8_NR.json
0008_fluid3
0008_fluid3
8
null
videos/0008_fluid3.mp4
videos/0008_fluid3.mp4
images/0008_fluid3
bmasks/0008_fluid3
8_Black_orange_jet_burst_dense_multiscale_turbulence
Black ink and orange dye are gently billowing and diffusing through clear water against a light background. The camera remains stationary, capturing the soft, wispy tendrils as they slowly spread and curl.
Black ink and orange dye erupt into the water in a sudden jet-like burst against a light background. The camera remains stationary, capturing a dense, fast-expanding cloud with vigorous multi-scale turbulence, sharp rolling eddies, and chaotic mixing as the dyes churn and collide.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
black ink and orange dye gently diffusing
black ink and orange dye bursting into a dense turbulent cloud with jet-like motion
Make the motion significantly more complex by changing the release into a sudden jet-like burst: the dyes should form a dense, fast-expanding cloud with strong multi-scale turbulence and chaotic mixing, while keeping the black-and-orange colors, water, background, and camera unchanged.
How do the dyes behave in the edited video? a) They diffuse gently with soft tendrils b) They burst in with a jet-like release, forming a dense fast-expanding turbulent cloud with chaotic mixing
Is the dye gently diffusing with soft, wispy tendrils in the water?
Do the dyes burst in with a jet-like release, forming a dense fast-expanding turbulent cloud with chaotic mixing?
4
6
jet_propulsion
["jet_instability", "turbulent_mixing"]
Does the ink burst show a clear 'head' of the jet with trailing vortices (Kelvin-Helmholtz instability), typical of high-velocity fluid injection?
As the jet expands, does the momentum conservation appear correct (slowing down as it spreads), or does it accelerate unnaturally?
Does the light background remain uniform, or do the rapid changes in ink density cause global brightness flickering?
extreme_turbulence
Does it show a high-velocity, jet-like burst of ink with chaotic mixing? Options: A) Yes, a violent jet burst. B) No, just faster diffusion. C) No, slower motion.
A
{"material_type": "jet_propulsion", "physics_criteria": ["jet_instability", "turbulent_mixing"], "question": "Does the ink burst show a clear 'head' of the jet with trailing vortices (Kelvin-Helmholtz instability), typical of high-velocity fluid injection?"}
{"consistency_question": "As the jet expands, does the momentum conservation appear correct (slowing down as it spreads), or does it accelerate unnaturally?", "flicker_check": "Does the light background remain uniform, or do the rapid changes in ink density cause global brightness flickering?"}
{"comparative_question": "Does it show a high-velocity, jet-like burst of ink with chaotic mixing?\nOptions:\nA) Yes, a violent jet burst.\nB) No, just faster diffusion.\nC) No, slower motion.", "expected_choice": "A", "task_type": "extreme_turbulence"}
nr_benchmark_data
Edit_prompt/edit8_NR.json
0009_fluid4
0009_fluid4
8
null
videos/0009_fluid4.mp4
videos/0009_fluid4.mp4
images/0009_fluid4
bmasks/0009_fluid4
8_Crown_splash_choppy_turbulent_waves
A single water droplet lands on a calm water surface against a soft pastel background. The camera remains stationary, capturing gentle concentric ripples that spread smoothly outward.
A strong water impact strikes the water surface against a soft pastel background. The camera remains stationary, capturing an energetic splash with a brief crown-like burst and rapidly spreading waves that transition from concentric ripples into visibly choppy, turbulent surface motion.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a water droplet creating gentle ripples
a strong impact creating a crown splash and choppy turbulent waves
Greatly increase the impact force so the water produces a pronounced crown-like splash and fast, high-amplitude waves that become visibly choppy and turbulent, while keeping the pastel background, water surface setting, and camera viewpoint unchanged.
How does the water surface behave in the edited video? a) Gentle, smooth concentric ripples from a small droplet b) A pronounced crown splash with fast, high-amplitude waves and choppy turbulent motion
Are the ripples gentle and smooth from a small droplet impact in the video?
Is there a pronounced crown splash with fast, high-amplitude waves and choppy turbulent motion in the video?
4
6
impact_hydrodynamics
["crown_splash_formation", "surface_fragmentation"]
Does the impact create a distinct vertical 'crown' of water droplets before collapsing, characteristic of high-energy splashes?
Does the collapse of the splash crown transition smoothly into outward waves, or does the water surface reset abruptly?
Do the fine droplets in the splash flicker or disappear between frames, indicating poor temporal coherence?
impact_simulation
Does it depict a high-energy impact with a crown splash and choppy waves? Options: A) Yes, high-energy splash and choppy waves. B) No, just a larger ripple. C) No, smaller impact.
A
{"material_type": "impact_hydrodynamics", "physics_criteria": ["crown_splash_formation", "surface_fragmentation"], "question": "Does the impact create a distinct vertical 'crown' of water droplets before collapsing, characteristic of high-energy splashes?"}
{"consistency_question": "Does the collapse of the splash crown transition smoothly into outward waves, or does the water surface reset abruptly?", "flicker_check": "Do the fine droplets in the splash flicker or disappear between frames, indicating poor temporal coherence?"}
{"comparative_question": "Does it depict a high-energy impact with a crown splash and choppy waves?\nOptions:\nA) Yes, high-energy splash and choppy waves.\nB) No, just a larger ripple.\nC) No, smaller impact.", "expected_choice": "A", "task_type": "impact_simulation"}
nr_benchmark_data
Edit_prompt/edit8_NR.json
0010_fluid5
0010_fluid5
8
null
videos/0010_fluid5.mp4
videos/0010_fluid5.mp4
images/0010_fluid5
bmasks/0010_fluid5
8_Pink_plume_smoke_like_upward_wisps
A pink ink cloud is gently billowing and slowly diffusing in clear water against a black background. The camera remains stationary, capturing the ink's smooth, soft expansion.
A bright pink plume behaves like smoke-like swirling wisps rising upward in clear water against a black background, with strong buoyant curls and rolling eddies that continuously form and dissipate. The camera remains stationary, capturing a more plume-like, upward-flowing dynamic rather than a simple diffusing ink clo...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a gently diffusing pink ink cloud
a smoke-like pink plume with upward-flowing swirling wisps
Transform the motion pattern from a slowly diffusing ink cloud into a smoke-like, upward-flowing plume with continuously forming and dissipating wisps and rolling eddies, while keeping the pink color, water medium, black background, and camera viewpoint unchanged.
What type of motion does the pink substance exhibit in the edited video? a) A slowly diffusing ink cloud spreading softly b) A smoke-like upward-flowing plume with swirling wisps and rolling eddies
Is the pink substance a slowly diffusing ink cloud spreading softly in the video?
Does the pink substance behave like a smoke-like upward-flowing plume with swirling wisps and rolling eddies in the video?
4
6
buoyant_plume
["buoyancy_driven_flow", "eddy_formation"]
Does the flow exhibit strong upward buoyancy with rolling eddies on the sides (mushroom cloud shape), typical of thermal plumes?
As the plume rises, does it maintain volume conservation, or does it fade out or grow uncontrollably?
Does the black background remain pure, or do the wispy edges of the plume cause compression artifacts?
extreme_turbulence
Does the ink transform into a fast-rising, smoke-like plume with strong eddies? Options: A) Yes, a fast-rising turbulent plume. B) No, similar diffusion. C) No, sinking or static.
A
{"material_type": "buoyant_plume", "physics_criteria": ["buoyancy_driven_flow", "eddy_formation"], "question": "Does the flow exhibit strong upward buoyancy with rolling eddies on the sides (mushroom cloud shape), typical of thermal plumes?"}
{"consistency_question": "As the plume rises, does it maintain volume conservation, or does it fade out or grow uncontrollably?", "flicker_check": "Does the black background remain pure, or do the wispy edges of the plume cause compression artifacts?"}
{"comparative_question": "Does the ink transform into a fast-rising, smoke-like plume with strong eddies?\nOptions:\nA) Yes, a fast-rising turbulent plume.\nB) No, similar diffusion.\nC) No, sinking or static.", "expected_choice": "A", "task_type": "extreme_turbulence"}
nr_benchmark_data
Edit_prompt/edit9_NR.json
0011_elas1
0011_elas1
9
null
videos/0011_elas1.mp4
videos/0011_elas1.mp4
images/0011_elas1
bmasks/0011_elas1
9_Blue-white_flag_middle_hole
A blue-and-white striped flag on a tall silver flagpole is fluttering gently in a light breeze against a cloudy sky. The camera remains stationary, capturing subtle ripples and soft folds in the fabric.
A blue-and-white striped flag on a tall silver flagpole is fluttering in a light breeze against a cloudy sky, but there is a clearly visible hole torn in the middle of the flag. The camera remains stationary, capturing the same overall fluttering motion while the fabric around the hole frays slightly and moves naturall...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
an intact blue-and-white striped flag
a blue-and-white striped flag with a hole torn in the middle
Create a visible hole torn in the middle of the same flag while keeping the original fluttering motion, the flagpole, cloudy sky background, and camera viewpoint unchanged.
What change appears on the flag in the video? a) The flag is intact b) The flag has a visible hole torn in the middle
Is the flag intact with no hole in the video?
Does the flag have a visible hole torn in the middle in the video?
4
7
cloth_damage_mechanics
["edge_flutter", "hole_transparency"]
Observing the hole in the flag, can you clearly see the cloudy sky background through it, and do the torn edges flap independently in the wind?
As the flag waves, does the hole remain fixed relative to the fabric's surface coordinates, or does it slide around like a texture overlay?
Do the frayed edges of the hole remain temporally stable, or do they flicker/change shape randomly between frames?
damage_synthesis
Does the flag feature a clearly visible, realistic hole torn in its center? Options: A) Yes, there is a visible hole. B) No, the flag remains intact. C) No, the flag is completely destroyed/gone.
A
{"material_type": "cloth_damage_mechanics", "physics_criteria": ["edge_flutter", "hole_transparency"], "question": "Observing the hole in the flag, can you clearly see the cloudy sky background through it, and do the torn edges flap independently in the wind?"}
{"consistency_question": "As the flag waves, does the hole remain fixed relative to the fabric's surface coordinates, or does it slide around like a texture overlay?", "flicker_check": "Do the frayed edges of the hole remain temporally stable, or do they flicker/change shape randomly between frames?"}
{"comparative_question": "Does the flag feature a clearly visible, realistic hole torn in its center?\nOptions:\nA) Yes, there is a visible hole.\nB) No, the flag remains intact.\nC) No, the flag is completely destroyed/gone.", "expected_choice": "A", "task_type": "damage_synthesis"}
nr_benchmark_data
Edit_prompt/edit9_NR.json
0012_elas2
0012_elas2
9
null
videos/0012_elas2.mp4
videos/0012_elas2.mp4
images/0012_elas2
bmasks/0012_elas2
9_A red flag has a torn hole
A red flag is fluttering on a tall flagpole against a clear blue sky. The camera remains stationary, capturing the flag's smooth rippling as it moves in the breeze.
A red flag is fluttering on a tall flagpole against a clear blue sky, but there is a noticeable torn hole in the middle of the flag. The camera remains stationary, capturing the fabric rippling while the hole’s torn edges flap and deform naturally with the motion.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
an intact red flag
a red flag with a torn hole in the middle
Create a clear torn hole in the middle of the flag with frayed edges that flap naturally, while keeping the flag design, flagpole, and blue-sky background unchanged.
What is the condition of the flag in the video? a) The flag is intact with no damage b) The flag has a torn hole in the middle
Is the flag intact with no damage in the video?
Does the flag have a torn hole in the middle in the video?
4
7
cloth_damage_mechanics
["stress_distribution", "background_visibility"]
Does the geometry of the hole deform naturally along with the ripples of the flag, appearing as a physical void rather than a black spot painted on?
When the flag folds over itself, is the hole properly occluded or revealed according to 3D geometry, or does it show through layers incorrectly?
Does the blue sky visible through the hole match the surrounding sky in color and brightness, or are there artifacts inside the hole region?
damage_synthesis
Does the flag have a noticeable torn hole with frayed edges? Options: A) Yes, a torn hole is present. B) No, it looks identical to the original. C) No, the flag is a different color.
A
{"material_type": "cloth_damage_mechanics", "physics_criteria": ["stress_distribution", "background_visibility"], "question": "Does the geometry of the hole deform naturally along with the ripples of the flag, appearing as a physical void rather than a black spot painted on?"}
{"consistency_question": "When the flag folds over itself, is the hole properly occluded or revealed according to 3D geometry, or does it show through layers incorrectly?", "flicker_check": "Does the blue sky visible through the hole match the surrounding sky in color and brightness, or are there artifacts inside the h...
{"comparative_question": "Does the flag have a noticeable torn hole with frayed edges?\nOptions:\nA) Yes, a torn hole is present.\nB) No, it looks identical to the original.\nC) No, the flag is a different color.", "expected_choice": "A", "task_type": "damage_synthesis"}
nr_benchmark_data
Edit_prompt/edit9_NR.json
0013_elas3
0013_elas3
9
null
videos/0013_elas3.mp4
videos/0013_elas3.mp4
images/0013_elas3
bmasks/0013_elas3
9_A flag is waving with a hole
A flag is waving steadily in a sea breeze over a wide river with a coastal town and marina in the distance. The camera remains stationary, capturing the intact flag fluttering smoothly.
A flag is waving steadily in a sea breeze over a wide river with a coastal town and marina in the distance. The camera remains stationary, capturing a clean hole torn through the center of the flag while the rest of the fabric continues its original smooth fluttering.
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
an intact flag
a flag with a hole in the center
Create a visible hole in the middle of the same flag, but keep the original waving motion as consistent as possible; preserve the flag identity, colors, emblem, pole, camera viewpoint, and background.
Does the flag have a hole in the middle? a) No, the flag is intact b) Yes, there is a hole in the center
Is the flag intact with no hole in the video?
Is there a hole torn through the center of the flag in the video?
4
7
cloth_damage_mechanics
["topology_consistency", "local_deformation"]
Are the details of the background (river/marina) correctly visible through the hole as the flag moves, confirming it is a true transparency hole?
As the flag ripples, does the shape of the hole distort consistently with the fabric's stretching and bending?
Do the complex background elements seen through the hole remain stable, or do they flicker/warp independently of the background outside the flag?
damage_synthesis
Does the flag feature a clear perforation/hole in its center while maintaining the original motion? Options: A) Yes, visible hole in the center. B) No, no hole visible. C) No, the motion changed completely.
A
{"material_type": "cloth_damage_mechanics", "physics_criteria": ["topology_consistency", "local_deformation"], "question": "Are the details of the background (river/marina) correctly visible through the hole as the flag moves, confirming it is a true transparency hole?"}
{"consistency_question": "As the flag ripples, does the shape of the hole distort consistently with the fabric's stretching and bending?", "flicker_check": "Do the complex background elements seen through the hole remain stable, or do they flicker/warp independently of the background outside the flag?"}
{"comparative_question": "Does the flag feature a clear perforation/hole in its center while maintaining the original motion?\nOptions:\nA) Yes, visible hole in the center.\nB) No, no hole visible.\nC) No, the motion changed completely.", "expected_choice": "A", "task_type": "damage_synthesis"}
nr_benchmark_data
Edit_prompt/edit9_NR.json
0014_elas4
0014_elas4
9
null
videos/0014_elas4.mp4
videos/0014_elas4.mp4
images/0014_elas4
bmasks/0014_elas4
9_A close-up black water with a large rip and fragments
A close-up black water balloon filled with water is held against a dark background. A hand brings a thin needle to pierce the balloon, triggering a dramatic slow-motion water splash. The camera remains stationary, capturing the clean burst and the scattering droplets.
A close-up black water balloon filled with water is held against a dark background. When the thin needle punctures it, the balloon membrane tears open into a large jagged rip with small rubber fragments, while water gushes out in slow motion. The camera remains stationary, capturing the ripping deformation, fragments, ...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
a black water balloon popping cleanly
a black water balloon tearing open with a large rip and fragments
Change the burst into a tearing failure: the balloon should rip open with a large jagged tear and small rubber fragments, while preserving the same hand, needle, background, and overall motion.
What happens when the balloon is punctured? a) It pops cleanly without a large tear b) It tears open with a large rip and rubber fragments
Does the balloon pop cleanly without a large tear in the image?
Does the balloon tear open with a large rip and fragments in the image?
4
7
elastomer_fracture
["crack_propagation", "fragmentation"]
Does the balloon rupture involve a visible, jagged tearing of the rubber membrane with detached fragments, rather than simply vanishing or retracting cleanly?
Do the torn rubber pieces follow physically plausible trajectories (driven by elastic retraction and water pressure), or do they float randomly?
Does the water gushing out interact correctly with the torn edges (occlusion/collision), or does it clip through the rubber?
topology_alteration
Does the balloon tear open with a large, visible jagged rip and flying fragments? Options: A) Yes, jagged rip and fragments. B) No, it pops cleanly like the original. C) No, it doesn't pop.
A
{"material_type": "elastomer_fracture", "physics_criteria": ["crack_propagation", "fragmentation"], "question": "Does the balloon rupture involve a visible, jagged tearing of the rubber membrane with detached fragments, rather than simply vanishing or retracting cleanly?"}
{"consistency_question": "Do the torn rubber pieces follow physically plausible trajectories (driven by elastic retraction and water pressure), or do they float randomly?", "flicker_check": "Does the water gushing out interact correctly with the torn edges (occlusion/collision), or does it clip through the rubber?"}
{"comparative_question": "Does the balloon tear open with a large, visible jagged rip and flying fragments?\nOptions:\nA) Yes, jagged rip and fragments.\nB) No, it pops cleanly like the original.\nC) No, it doesn't pop.", "expected_choice": "A", "task_type": "topology_alteration"}
nr_benchmark_data
Edit_prompt/edit9_NR.json
0015_elas5
0015_elas5
9
null
videos/0015_elas5.mp4
videos/0015_elas5.mp4
images/0015_elas5
bmasks/0015_elas5
9_Jellyfish_bell_hole_damage
A translucent jellyfish is drifting slowly upward in dark underwater water filled with tiny floating particles. The camera remains stationary, capturing its gentle pulsing and the soft, flowing tentacles trailing behind.
A translucent jellyfish with a small tear or hole in the middle of its bell is drifting slowly upward in dark underwater water filled with tiny floating particles. The camera remains stationary, capturing the same overall drifting and pulsing motion while the bell shows a visible damaged opening, and the tentacles cont...
worst quality, low quality, blurry, absolute black, absolute white, low res, extra limbs, extra digits, misplaced objects, mutated anatomy, monochrome, horror
an intact jellyfish bell
a jellyfish bell with a small tear or hole
Add a small tear/hole to the jellyfish bell (damage) while keeping the jellyfish identity, underwater scene, and the original drifting/pulsing motion consistent.
What change appears on the jellyfish bell? a) The bell is intact b) The bell has a small tear or hole
Is the jellyfish bell intact in the video?
Does the jellyfish bell have a visible small tear or hole in the video?
4
7
soft_tissue_damage
["tissue_deformation", "hole_elasticity"]
As the jellyfish pulses (contracts and expands), does the hole in the bell deform and stretch accordingly, acting like a physical part of the tissue?
Does the hole track perfectly with the rotation and movement of the jellyfish bell, or does it drift/slide off the body?
Does the semi-translucent internal structure of the jellyfish remain consistent around the damaged area, or are there artifacts?
damage_synthesis
Does the jellyfish feature a visible injury or hole in its bell? Options: A) Yes, visible hole/tear in the bell. B) No, the bell is intact. C) No, the jellyfish is gone.
A
{"material_type": "soft_tissue_damage", "physics_criteria": ["tissue_deformation", "hole_elasticity"], "question": "As the jellyfish pulses (contracts and expands), does the hole in the bell deform and stretch accordingly, acting like a physical part of the tissue?"}
{"consistency_question": "Does the hole track perfectly with the rotation and movement of the jellyfish bell, or does it drift/slide off the body?", "flicker_check": "Does the semi-translucent internal structure of the jellyfish remain consistent around the damaged area, or are there artifacts?"}
{"comparative_question": "Does the jellyfish feature a visible injury or hole in its bell?\nOptions:\nA) Yes, visible hole/tear in the bell.\nB) No, the bell is intact.\nC) No, the jellyfish is gone.", "expected_choice": "A", "task_type": "damage_synthesis"}

NR Video Editing Benchmark

This repository contains two non-rigid video editing benchmark subsets for evaluating instruction-driven video editing methods. Each row in metadata.csv corresponds to one editing instruction for a source video, with relative paths to the source video, extracted frames, binary masks, prompts, and evaluation questions.

The dataset card is written without author or institution identifiers so it can be used for anonymous review uploads. Before a non-anonymous release, add the project name, paper link, authors, citation, and final license information as needed.

Dataset Subsets

Subset Metadata Videos Metadata Rows Edit Prompt Files Notes
NR_Benchmark_data_v1 NR_Benchmark_data_v1/metadata.csv 180 180 6 Main version. Each video appears once with one edit instruction.
NR_Benchmark_data NR_Benchmark_data/metadata.csv 15 45 9 Smaller development subset. Videos can appear in multiple edit prompt files.

Directory Structure

.
β”œβ”€β”€ README.md
β”œβ”€β”€ NR_Benchmark_data_v1
β”‚   β”œβ”€β”€ metadata.csv
β”‚   β”œβ”€β”€ Edit_prompt
β”‚   β”‚   β”œβ”€β”€ edit1_NR_v1.json
β”‚   β”‚   └── ...
β”‚   β”œβ”€β”€ videos
β”‚   β”‚   β”œβ”€β”€ 0001_asb1.mp4
β”‚   β”‚   └── ...
β”‚   β”œβ”€β”€ images
β”‚   β”‚   β”œβ”€β”€ 0001_asb1
β”‚   β”‚   β”‚   β”œβ”€β”€ 00000.jpg
β”‚   β”‚   β”‚   └── ...
β”‚   β”‚   └── ...
β”‚   └── bmasks
β”‚       β”œβ”€β”€ 0001_asb1
β”‚       β”‚   β”œβ”€β”€ 00000.png
β”‚       β”‚   └── ...
β”‚       └── ...
└── NR_Benchmark_data
    β”œβ”€β”€ metadata.csv
    β”œβ”€β”€ Edit_prompt
    β”œβ”€β”€ videos
    β”œβ”€β”€ images
    └── bmasks

Metadata Fields

metadata.csv uses relative paths so the dataset can be moved or uploaded without exposing local file-system information.

  • dataset_name: subset identifier.
  • edit_file: source JSON prompt file under Edit_prompt/.
  • id, video_name: sample identifiers.
  • editing_type_id: integer edit category from the prompt file.
  • difficulty_level: difficulty label when available. This field is populated in NR_Benchmark_data_v1 and may be empty in NR_Benchmark_data.
  • file_name: relative path to the source video. This column follows Hugging Face dataset conventions for media files.
  • video_path: same relative video path, kept for readability in custom loaders.
  • image_dir: directory containing extracted source frames.
  • mask_dir: directory containing binary masks for editable regions.
  • save_dir: suggested output directory name used by evaluation scripts.
  • source_prompt, target_prompt, negative_prompt: source caption, target edit caption, and negative prompt.
  • source_object, target_object: source and target object or motion descriptions.
  • instruction: natural-language edit instruction.
  • multiple_choice_question, source_yes_no_question, target_yes_no_question: prompt-level evaluation questions.
  • tweak_index, tstrong_index: indices used by editing/evaluation pipelines.
  • material_type, physics_criteria, deformation_question: non-rigid deformation and physical plausibility annotations.
  • temporal_consistency_question, temporal_flicker_check: temporal quality annotations.
  • instruction_task_type, instruction_comparative_question, instruction_expected_choice: VLM-style instruction following annotations.
  • deformation_config, temporal_qa, instruction_qa: compact JSON copies of the nested annotation objects.

Loading Example

from datasets import load_dataset

# After uploading this folder to Hugging Face:
ds_v1 = load_dataset("<anonymous-or-final-dataset-id>", "nr_benchmark_data_v1", split="benchmark")
ds_dev = load_dataset("<anonymous-or-final-dataset-id>", "nr_benchmark_data", split="benchmark")

Croissant Notes

Hugging Face can generate a Croissant file from the dataset card and tabular metadata. For best results:

  1. Upload this README.md, both metadata.csv files, and the referenced videos/, images/, bmasks/, and Edit_prompt/ folders.
  2. Keep all paths relative to the dataset root, as written in the CSV files.
  3. Do not upload local caches, model checkpoints, evaluation outputs, API keys, or machine-specific config files.
  4. After upload, use the Hugging Face dataset viewer or Croissant preview to confirm that both configs are detected.

Intended Use

The benchmark is intended for research evaluation of instruction-driven non-rigid video editing, including edit success, structure preservation, mask-region/background preservation, temporal consistency, visual quality, and physical plausibility.

Limitations

The benchmark is designed for evaluation rather than model training. It may not cover all object categories, motions, camera movements, or physical interactions. Some annotations are phrased for VLM-based automated evaluation and should be checked before adapting them to a different evaluator.

NRVBench License

NRVBench contains resources with mixed licensing.

--Source videos

Source videos are derived from DAVIS and Pexels and remain subject to their original licenses and terms of use. We do not claim ownership of third-party source videos.

NRVBench-created assets

The NRVBench-created annotations, prompts, diagnostic questions, metadata, and masks are released under CC BY-NC 4.0.

--Code

Evaluation scripts and benchmark utilities are released under Apache-2.0 or MIT.

--Provenance

Per-sample source provenance is provided in metadata.csv or source_licenses.csv. Users are responsible for complying with the original licenses of DAVIS and Pexels.

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