ccccEsion/IMUG-Bench huggingface dataset:
Domain: Apparel / background_replacement

turn: 1
modality: text
input: text: Observe the person's outfit in the image and choose the climate/weather condition from the list below that is most suitable for their current attire:
A. A warm, sunny spring day
B. A cold, snowy winter day
C. A hot, humid summer day
D. A rainy, windy autumn day
E. None of the above
output: answer: A

turn: 2
modality: image
input: Now, based on the image from Turn 1, modify the person's outfit. The modified outfit should be suitable for a cold, snowy winter day, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the clothing's color, pattern, and style consistent. Only modify the clothing type as required to be reasonable.
output: evaluation_points: The image can be clearly seen as a modification of the input image, not a completely regenerated image.

The background of the image remains consistent with the Turn 1 input image, with no significant changes.

The gender, appearance, body type, and pose of the person in the image are consistent with the Turn 1 input image, with no significant changes.

The person's outfit in the image is suitable for a cold, snowy winter day.

The color, pattern, and overall visual style of the person's entire outfit remain consistent or highly similar to the Turn 1 input image, with no significant changes (excluding changes to the clothing type).

turn: 3
modality: text
input: Observe the background environment of the image you generated and choose the most appropriate scene type:
A. An urban plaza with a reflective metallic wall
B. A dense, green forest
C. A traditional library interior
D. A sandy beach with ocean waves
E. None of the above
output: answer: A

turn: 4
modality: image
input: Based on your most recently generated image, move the person to a completely new scene: a dense, green forest, and only modify the background, keeping all other unrelated elements unchanged.
output: evaluation_points: The background is completely replaced with a dense, green forest and is clearly different from the background in the Turn 2 output image. The new background features are distinct and correct.

The person's clothing is strictly consistent with the outfit suitable for a cold, snowy winter day, as required in Turn 2, and matches the style and appearance shown in the Turn 2 output image.

The person's features (face, hairstyle, body type, etc.) and pose remain consistent with the Turn 2 output image.

The person's features (face, hairstyle, body type, etc.) and pose remain consistent with the Turn 2 output image.

The image can be clearly seen as a modification of the Turn 2 output image (where the person wears clothing suitable for a cold, snowy winter day), not a completely regenerated image.
Domain: Apparel / background_replacement

turn: 1
modality: text
input: text: Observe the person's outfit in the image and select the climate/weather condition from the list below that is most suitable for their current attire:
A. A hot summer day at the beach
B. A cool autumn evening
C. A cold winter day with snow
D. A rainy spring afternoon
E. None of the above
output: answer: B

turn: 2
modality: image
input: Now, based on the image from Turn 1, modify the person's outfit. The modified outfit should be suitable for a hot summer day at the beach, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the clothing's color, pattern, and style consistent. Only modify the clothing type reasonably as required.
output: evaluation_points: The image should be clearly recognizable as a modification of the input image, not a completely regenerated one.

The background of the image remains consistent with the Turn 1 input image, with no significant changes.

The gender, appearance, physique, and pose of the person in the image are consistent with the Turn 1 input image, with no significant changes.

The person's outfit in the image is suitable for a hot summer day at the beach (e.g., lighter, more breathable clothing appropriate for heat).

The color, pattern, and overall visual style of the person's entire outfit remain consistent or highly similar to the Turn 1 input image, with no significant changes (excluding changes to the clothing type/garment).

turn: 3
modality: text
input: Observe the background environment of the image you generated and select the most appropriate scene type:
A. Indoor studio with a plain backdrop
B. Busy city street
C. Forest trail
D. Beach shoreline
E. None of the above
output: answer: A

turn: 4
modality: image
input: Based on your most recently generated image, move the person to a brand new scene: a busy city street, and only modify the background, keeping all other unrelated elements unchanged.
output: evaluation_points: The background is completely replaced with a busy city street and is clearly different from the background in the reference image (the Turn 2 output image). The new background features (buildings, streets, urban elements) are distinct and correctly represented.

The person's clothing strictly matches the outfit suitable for a hot summer day at the beach (as required in Turn 2), and is visually consistent with the Turn 2 output image.

The person's features (face, hairstyle, body type) and pose remain consistent with the reference image (the Turn 2 output image).

The person and their attire (which should be suitable for a hot summer day at the beach as per Turn 2) are consistent with the reference image (the Turn 2 output image), showing no significant changes.

The image can be clearly seen as a modification of the reference image (the Turn 2 output image), not a completely regenerated one.
Domain: Apparel / background_replacement

turn: 1
modality: text
input: text: Observe the outfit of the person in the image and choose the climate/weather condition from the list below that is most suitable for the person's current attire:
A. A formal indoor event or office setting
B. A hot summer day at the beach
C. A cold winter day with snow
D. A rainy day during a storm
E. None of the above
output: answer: A

turn: 2
modality: image
input: Now, based on the image from Turn 1, modify the person's outfit. The modified outfit should be suitable for a cold winter day with snow, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the color, pattern, and style of the clothing consistent. Only modify the type of clothing reasonably as required.
output: evaluation_points: The image should be clearly recognizable as a modification of the input image, not a completely newly generated image.

The background of the image should remain consistent with the Turn 1 input image, with no significant changes.

The gender, appearance, body shape, and posture of the person in the image should be consistent with the Turn 1 input image, with no significant changes.

The person's outfit in the image should be suitable for a cold winter day with snow (e.g., long sleeves, heavy coat, warm pants, boots), as required by the Turn 2 input text.

The color, pattern, and overall visual style of the person's entire outfit should remain consistent with or highly similar to the Turn 1 input image, with no significant changes (excluding changes to the clothing type/style).

turn: 3
modality: text
input: Observe the background environment of the image you generated and choose the most appropriate scene type:
A. A professional photography studio with a solid-colored backdrop
B. A busy city street with buildings and cars
C. A sandy beach with ocean waves
D. A snowy mountain landscape with pine trees
E. None of the above
output: answer: A

turn: 4
modality: image
input: Based on your latest generated image, move the person to a completely new scene: a sandy beach with ocean waves, and only modify the background while keeping all other unrelated elements unchanged.
output: evaluation_points: The background should be completely replaced with a sandy beach with ocean waves and should be clearly different from the background in the Turn 2 output image. The new background features should be distinct and correct.

The person's clothing should remain strictly consistent with the Turn 2 output image, which depicted an outfit suitable for a cold winter day with snow (as per Turn 2 input requirement).

The person's features (face, hairstyle, body type, etc.) and posture should remain consistent with the Turn 2 output image.

The person's clothing (which should be suitable for a cold winter day with snow as per Turn 2) and overall appearance should remain consistent with the Turn 2 output image.

The image should be clearly recognizable as a modification of the Turn 2 output image, not a completely newly generated image.
Domain: Apparel / background_replacement

turn: 1
modality: text
input: text: Observe the outfit worn by the person in the image, and choose the climate/weather condition from the options below that is most suitable for the person's current attire:
A. A tropical beach on a sunny day
B. An indoor formal evening event
C. A snowy mountain resort
D. A rainy autumn day
E. None of the above
output: answer: B

turn: 2
modality: image
input: Now, please modify the person's outfit based on the image from Turn 1. The modified outfit should be suitable for a snowy mountain resort, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the clothing's color, pattern, and style consistent. Only modify the clothing type reasonably as required.
output: evaluation_points: The image can be clearly seen as a modification of the input image, not a completely regenerated image.

The background of the image remains consistent with the Turn 1 input image, with no significant changes.

The gender, appearance, physique, and posture of the person in the image are consistent with the Turn 1 input image, with no significant changes.

The person's outfit in the image is suitable for a snowy mountain resort environment, as required by the Turn 2 input text.

The color, pattern, and overall visual style of the person's full-body clothing remain consistent or highly similar to the Turn 1 input image, with no significant changes (excluding changes to the clothing style/type).

turn: 3
modality: text
input: Observe the background environment of the image you generated, and choose the most fitting scene type:
A. A boutique clothing store
B. A sandy beach
C. A snowy mountain lodge interior
D. A modern art gallery
E. None of the above
output: answer: A

turn: 4
modality: image
input: Please move the person to a completely new scene based on your latest generated image: a sandy beach, and only modify the background, keeping all other unrelated elements unchanged.
output: evaluation_points: The background is completely replaced with a sandy beach and is clearly different from the original background in the Turn 1 input image. The new beach features (sand, water, sky) are distinct and correctly depicted.

The person's clothing and outfit strictly match the clothing and outfit in the Turn 2 output image, which was itself required to be suitable for a snowy mountain resort environment.

The person's features (face, hairstyle, body type) and pose remain consistent with the Turn 1 input image.

The overall scene (excluding the replaced background) is consistent with the Turn 2 output image, showing no significant changes other than the background replacement. This includes the person's clothing, which should remain suitable for a snowy mountain resort environment as per Turn 2 requirements.

The image can be clearly seen as a modification of the Turn 2 output image, not a completely regenerated image.
Domain: Apparel / background_replacement

turn: 1
modality: image
input: text: Based on the given image, perform an appearance edit on the character's clothing: Using the person's dress as a color and pattern reference, extract its color (if it contains multiple colors, directly extract the pattern or texture formed by the multiple colors), and change all other visible clothing items on the person to exactly match this color, while keeping unrelated elements unchanged.
output: evaluation_points: The sandals have been successfully changed to match the main color of the reference dress (the color should be visually discernible as consistent). If the reference dress is covered by a pattern composed of multiple colors, then the modified sandals should also be changed to have a consistent color and identical pattern/texture.

The style and structure of the sandals remain unchanged.

The image background environment is consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose are consistent with the input image, with no significant changes.

The image can be clearly seen as a modification of the image provided in Turn 1, rather than a completely regenerated image.

turn: 2
modality: text
input: Please observe the image generated in Turn 1 and determine what color the person's sandals should be now? Choose the most appropriate option:
A. Black
B. White
C. Red
D. Blue
E. None of the above
output: answer: A

turn: 3
modality: text
input: Please observe the background environment of the image you generated and select the most appropriate scene type:
A. Outdoor garden courtyard
B. Indoor living room
C. Urban city street
D. Beach shoreline
E. None of the above
output: answer: A

turn: 4
modality: image
input: Based on your latest generated image, move the person to a completely new scene: a modern indoor office with desks and computers, and only modify the background, keeping all other unrelated elements unchanged.
output: evaluation_points: The background has been completely replaced with a modern indoor office scene featuring desks and computers, and is clearly different from the original background in the reference image. The new background features are distinct and correct.

The person's clothing (the dress and sandals) strictly matches the clothing in the image from Turn 1 input. Specifically, the sandals must match the main color (or pattern/texture) of the dress as required in Turn 1.

The person's characteristics (face, hairstyle, body type, etc.) and pose remain consistent with the image from Turn 1 input.

The image background and overall scene are consistent with the instruction to be a modern indoor office with desks and computers, with no significant changes to the person.

The image can be clearly seen as a modification of the reference image, rather than a completely regenerated image.
Domain: Apparel / facial_feature_modification

turn: 1
modality: image
input: text: Based on the provided close-up portrait, please edit the makeup as follows: Apply a bold, smoky eye look using dark, matte eyeshadow that extends slightly beyond the outer corners of the eyes. Add a sharp, winged eyeliner extending from the upper lash line. The lips should be a deep, matte burgundy or wine color. Keep the person's original facial features unchanged, and all other unrelated details in the image should remain the same.
output: evaluation_points: The makeup effect should be consistent with the described features: a bold, smoky eye using dark matte eyeshadow that extends slightly beyond the outer corners, a sharp winged eyeliner, and deep matte burgundy/wine-colored lips.

The person's original facial features, estimated age, pose, and head tilt must remain consistent with the Turn 1 input image (it should look like the same person), and the facial structure should not be reshaped.

The image background, including the textured earth-toned ground, the large rock formation in the upper left, and the soft blur, must remain identical to the Turn 1 input image with no noticeable changes.

The image must be clearly recognizable as a modification of the Turn 1 input image, not a completely regenerated image. This includes maintaining the exact position of the head covering with the white graphic, the face covering with the 'SHINE ANGEL' text, the visible tattoos on the shoulders, and the subject's bare upper body.

turn: 2
modality: text
input: Based on the makeup features and overall style generated in the previous round, what activity or occasion is this person most likely attending with this makeup? Please choose the most appropriate option.

Options:
A. A formal evening gala or red-carpet event
B. A casual daytime outing with friends
C. A professional job interview in a corporate office
D. A theatrical performance or avant-garde photoshoot
E. None of the above
output: answer: D
Domain: Apparel / facial_feature_modification

turn: 1
modality: text
input: text: Observe the given close-up facial image and determine which of the following descriptions about the person's appearance are correct (multiple selections possible):
A. The person has a mole on the upper lip.
B. The person is wearing winged eyeliner.
C. The person has short, cropped hair.
D. The person is wearing a necklace.
E. The person has a silver stud earring in the left earlobe.
F. The person has blue eyes.

Options:
A. The person has a mole on the upper lip.
B. The person is wearing winged eyeliner.
C. The person has short, cropped hair.
D. The person is wearing a necklace.
E. The person has a silver stud earring in the left earlobe.
F. The person has blue eyes.
output: answer: ABE

turn: 2
modality: image
input: Now, based on the original close-up facial image, make a significant physiological change to the person: make them appear significantly older. Ensure unrelated elements and details remain unchanged, modifying only the facial features.
output: evaluation_points: 1. The signs of aging (e.g., wrinkles, fine lines, changes in skin texture, potential sagging) are visually prominent and consistent with common aging characteristics.

Identity continuity is maintained: compared to the reference image (Turn 1 input image), the person is still recognizable as the same individual (key features like bone structure, facial proportions, and eye color are preserved).

The person's clothing (black scoop-neck top), pose (head tilted, hand resting on cheek), and hairstyle (loose updo with strands falling) remain consistent with the reference image (Turn 1 input image), with no significant changes.

The image background (textured, deep charcoal/black studio backdrop) and the dramatic, high-contrast lighting setup remain consistent with the reference image (Turn 1 input image), with no significant changes.
Domain: Apparel / facial_feature_modification

turn: 1
modality: text
input: text: Observe the given close-up portrait image and determine which of the following descriptions about the person's appearance are correct (multiple selections possible):
A. The person has blonde hair.
B. The person is wearing a hat.
C. The person is wearing glasses.
D. The person has a necklace.
E. The person has a beard.
F. The person is smiling with teeth visible.
Options:
A. The person has blonde hair.
B. The person is wearing a hat.
C. The person is wearing glasses.
D. The person has a necklace.
E. The person has a beard.
F. The person is smiling with teeth visible.
output: answer: ABD

turn: 2
modality: image
input: Now, based on the original close-up portrait image, make a significant physiological change to the person: make them appear significantly older. Ensure unrelated elements and details remain unchanged, modifying only the facial features.
output: evaluation_points: 1. The aging effect is visually prominent and realistic, showing common signs of aging such as wrinkles (e.g., crow's feet, forehead lines, nasolabial folds), potential loss of skin elasticity, and subtle changes in skin texture.

2. Identity continuity is maintained: when compared to the original close-up portrait image (Turn 1 input image), the person is still recognizable as the same individual, with key features like bone structure, basic facial proportions, and eye color preserved.

The person's clothing, pose, and hairstyle remain consistent with the original close-up portrait image (Turn 1 input image), with no significant alterations.

4. The image background remains a uniform, deep matte black studio backdrop, identical to the original close-up portrait image (Turn 1 input image), with no changes in lighting, color, or texture.
Domain: Apparel / facial_feature_modification

turn: 1
modality: text
input: text: Observe the given close-up facial image and determine which of the following descriptions about the person's appearance are correct (multiple choice possible):
A. The person has a thin, dark-colored bracelet on the left wrist.
B. The person is wearing a collared shirt.
C. The person's hairstyle features a voluminous, textured top section.
D. The person has visible facial piercings.
E. The person's hair is a single, uniform color.
F. The person is wearing glasses.
Options:
A. The person has a thin, dark-colored bracelet on the left wrist.
B. The person is wearing a collared shirt.
C. The person's hairstyle features a voluminous, textured top section.
D. The person has visible facial piercings.
E. The person's hair is a single, uniform color.
F. The person is wearing glasses.
output: answer: AC

turn: 2
modality: image
input: Now, based on the original close-up facial image, make a significant physiological change to the person: make them appear to have a full, well-groomed beard and mustache. Unrelated elements and details must remain unchanged, modifying only the facial features.
output: evaluation_points: 1. A full, well-groomed beard and mustache is visually prominent and appears realistic and natural on the subject's face.

Identity continuity is maintained: compared to the original close-up facial image (Turn 1 input), the person is still recognizable as the same individual, with key features like bone structure, facial proportions, and eye color preserved.

The person's clothing (plain black crew-neck t-shirt) and pose (head tilted, left hand on neck) remain identical to the original close-up facial image (Turn 1 input), with no changes.

The image background (solid black void) remains identical to the original close-up facial image (Turn 1 input), with no changes or additions.
Domain: Apparel / facial_feature_modification

turn: 1
modality: text
input: text: Observe the given close-up facial image and determine which of the following descriptions about the person's appearance are correct (multiple selections possible):
A. The person has dark brown or black hair.
B. The person is wearing a pair of glasses.
C. The person has visible winged eyeliner on the upper lash line.
D. The person has a visible beard or mustache.
E. The person has a few faint freckles across the nose and cheeks.
F. The person is wearing a hat.

Options:
A. The person has dark brown or black hair.
B. The person is wearing a pair of glasses.
C. The person has visible winged eyeliner on the upper lash line.
D. The person has a visible beard or mustache.
E. The person has a few faint freckles across the nose and cheeks.
F. The person is wearing a hat.
output: answer: ACE

turn: 2
modality: image
input: Now, based on the original close-up facial image, make a significant physiological change to the person: make them appear with a full, neatly trimmed beard and mustache. Unrelated elements and details must remain unchanged, modifying only the facial features.
output: evaluation_points: 1. A full, neatly trimmed beard and mustache is visually prominent and appears realistic, with hair texture and growth pattern consistent with common facial hair, as required by the Turn 2 input text.

Identity continuity is good: compared to the original close-up facial image (Turn 1 input image), the person is still recognizable as the same individual (facial bone structure, eye shape and color, and overall facial proportions are retained).

3. The person's clothing (the towel wrapped around the shoulders) and pose (reclining on the tub edge, arms crossed, direct gaze) remain consistent with the original close-up facial image (Turn 1 input image), with no significant changes.

The image background (solid light blue wall, edge of the white marble-like tub) remains completely consistent with the original close-up facial image (Turn 1 input image), with no changes to lighting, color, or composition.