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

turn: 1
modality: text
input: text: Observe the group photo and determine the position of the person wearing a coral pink blazer and dark purple trousers, holding a green polka-dot shopping bag. Please select the most appropriate option:
A. The leftmost person
B. The person in the center
C. The rightmost person
D. The person in the front
E. None of the above
output: answer: A

turn: 2
modality: image
input: Based on the original group photo, swap the positions/standing places of the person wearing a coral pink blazer and dark purple trousers, holding a green polka-dot shopping bag, with the person wearing a beige knit top and dark blue jeans, holding shopping bags in both hands. Apart from the position swap, all unrelated elements should remain unchanged.
output: evaluation_points: The person wearing the coral pink blazer and dark purple trousers, holding a green polka-dot shopping bag, now appears in the original position of the person wearing a beige knit top and dark blue jeans, holding shopping bags in both hands, and vice versa. Their spatial positions are clearly swapped.

The third person (the woman with long blonde hair) remains in her original position on the right side of the frame, consistent with the Turn 1 input image.

All three individuals retain their exact original features: hairstyles, facial features, glasses (for Person A), expressions, and body postures (including the direction they are looking and how they are holding their shopping bags), as seen in the Turn 1 input image.

The clothing of all three people remains identical to the Turn 1 input image in terms of color, style, fit, and visible details (e.g., the coral pink blazer and dark purple trousers, the beige knit top and dark blue jeans).

The background elements are perfectly consistent with the Turn 1 input image: the polished reflective floor, the store displays with orange and white signage (including the Cyrillic text), the glass storefronts, and the decorative black and orange balloon columns.

The overall lighting, shadows, and color tone of the scene match the bright, even artificial light of the Turn 1 input image.

The image must be clearly recognizable as a modification of the Turn 1 input image, not a completely newly generated image. This can be evidenced by the precise replication of minor background details, lighting conditions, and the specific poses and appearances of the individuals.
Domain: Apparel / multi_person_portrait

turn: 1
modality: text
input: text: Observe the group photo and determine the position of the person wearing a dark blue and gray tweed-like cardigan. Please choose the most appropriate option:
A. Leftmost person
B. Center person
C. Rightmost person
D. Second from the left
E. None of the above
output: answer: A

turn: 2
modality: image
input: Based on the original group photo, swap the positions/standing places of the person wearing a dark blue and gray tweed-like cardigan and the person wearing a pale green sheer blouse with a floral pattern. Apart from the position swap, all unrelated elements should remain unchanged.
output: evaluation_points: 1. The person wearing the dark blue and gray tweed-like cardigan (as described in Turn 1) now appears in the center position, which was originally occupied by the person wearing the pale green sheer blouse with a floral pattern (as described in Turn 2). The person wearing the pale green sheer blouse with a floral pattern now appears in the leftmost position, which was originally occupied by the person in the tweed-like cardigan. The position of the third person (rightmost) remains unchanged.

2. All three individuals retain their original features, poses, and clothing. The person now on the left (who was originally in the center and is wearing the pale green sheer blouse with a floral pattern) maintains the pose of the original center person (gazing upward, hand near cheek). The person now in the center (who was originally leftmost and is wearing the dark blue and gray tweed-like cardigan) maintains the pose of the original leftmost person (gazing at camera, hand near cheek). The person on the right maintains her original pose.

3. The background, including the rumpled, neutral-toned bedding and the warm, directional lighting creating soft shadows, remains completely consistent with the Turn 1 input image.

4. The image must be clearly recognizable as a modification of the Turn 1 input image. The overall composition, intimacy of the scene, and the specific arrangement of limbs and bodies relative to the bedding should be identical, with only the two specified individuals (the person in the dark blue and gray tweed-like cardigan and the person in the pale green sheer blouse with a floral pattern) having swapped spatial locations.
Domain: Apparel / multi_person_portrait

turn: 1
modality: text
input: text: Observe the group photo and determine the position of the person wearing a light brown t-shirt with a blue 'FLOKIA' logo on the chest. Choose the most appropriate option:
A. The person on the far left
B. The person in the center
C. The person on the far right
D. The person in the background
E. None of the above
output: answer: A

turn: 2
modality: image
input: Based on the original group photo, swap the positions/standing places of the person wearing a light brown t-shirt with a blue 'FLOKIA' logo on the chest and the person wearing a camouflage-patterned bucket hat. Only their spatial positions should be exchanged; all other unrelated elements must remain unchanged.
output: evaluation_points: The person wearing a light brown t-shirt with a blue 'FLOKIA' logo on the chest (as described in Turn 1) now appears in the original position of the person wearing a camouflage-patterned bucket hat (far right in the Turn 1 input image). The person wearing a camouflage-patterned bucket hat now appears in the original position of the person wearing the light brown t-shirt with a blue 'FLOKIA' logo (far left in the Turn 1 input image). The person in the center with the blue headwrap remains in their original position.

All three individuals retain their exact original features, poses, and clothing as seen in the Turn 1 input image. The person now on the left (wearing the camouflage-patterned bucket hat) maintains their relaxed pose and holds a black smartphone. The person now on the right (wearing the light brown t-shirt with a blue 'FLOKIA' logo on the chest) maintains their pose, slightly angled toward the center, and holds a small blue object. The center person (with the blue headwrap) remains looking down at the bag.

The background is identical to the background in the Turn 1 input image: the large white building with geometric panels, the lounge chairs and umbrellas on the left, the lamppost and tropical plants on the right, and the clear blue sky. Lighting, shadows, and color grading are consistent.

The image must be clearly recognizable as a modification of the Turn 1 input image. The overall composition and arrangement of the three people should be identical to the Turn 1 input image, with only the two specified individuals (the person wearing a light brown t-shirt with a blue 'FLOKIA' logo and the person wearing a camouflage-patterned bucket hat) swapped in place, indicating it is an edit of the original scene and not a newly generated image from scratch.
Domain: Apparel / multi_person_portrait

turn: 1
modality: text
input: text: Observe the group photo and determine the position of the person wearing a forest green outfit and a light beige head covering. Choose the most appropriate option:
A. The person on the far left
B. The person in the center
C. The person on the far right
D. The person in the front
E. None of the above
output: answer: A

turn: 2
modality: image
input: Based on the original group photo, swap the positions/standing places of the person wearing a forest green outfit and a light beige head covering with the person in the center who has a voluminous, tightly coiled afro. Apart from this position swap, all other unrelated elements should remain unchanged.
output: evaluation_points: The person wearing the forest green outfit and light beige head covering now appears in the center position originally occupied by the person with the voluminous, tightly coiled afro.

The person with the voluminous, tightly coiled afro now appears on the far left position originally occupied by the person wearing the forest green outfit and light beige head covering.

The person on the far right remains in their original position, unchanged.

All three individuals retain their exact original features, poses, and clothing. The person now on the far left (the one with the voluminous, tightly coiled afro) retains their afro hairstyle and minimalist makeup. The person now in the center (the one wearing the forest green outfit and light beige head covering) retains that specific outfit and head covering.

The background, including the stark white wall with the sharp palm frond shadow, the grey stone tile floor, and the strong directional lighting, remains completely consistent with the Turn 1 input image.

The image should be clearly recognizable as a modification of the Turn 1 input image, not a completely regenerated image. The composition, shadows, and overall scene integrity should match the Turn 1 input image.
Domain: Apparel / multi_person_portrait

turn: 1
modality: text
input: text: Observe the group photo and determine the position of the person wearing a brown hoodie with the word "STRUCTURE" printed on it. Please select the most appropriate option:
A. Leftmost person
B. Center person
C. Rightmost person
D. Second from the left
E. None of the above
output: answer: B

turn: 2
modality: image
input: Based on the original group photo, swap the positions/standing places of the person wearing a black hoodie with a white abstract graphic and the person wearing a black quilted jacket with a high collar. Only the positions of these two individuals should be exchanged; all other unrelated elements should remain unchanged.
output: evaluation_points: 1. The person originally on the left (wearing the black hoodie with white abstract graphic) now appears in the position originally occupied by the person on the right (wearing the black quilted jacket with a high collar). Conversely, the person originally on the right (wearing the black quilted jacket with a high collar) now appears in the position originally occupied by the person on the left.

2. The person in the center (wearing the brown hoodie with the word "STRUCTURE" printed on it, as described in Turn 1) remains in his original central position, unchanged.

3. All three individuals retain their exact original characteristics as seen in the Turn 1 input image: facial features, hairstyles, expressions, poses, and clothing details (including hoodie graphics, jacket style, and earring) must match the Turn 1 input image perfectly.

4. The background must be identical to the background in the Turn 1 input image: the same derelict indoor space with exposed wooden beams, peeling concrete walls, and the window on the right providing directional, high-contrast lighting.

5. The image must clearly be a modification of the original group photo (the Turn 1 input image), not a completely regenerated image. This can be evidenced by consistent lighting angles, shadows, background textures, and the overall composition matching the Turn 1 input image, with only the two specified individuals (the person in the black hoodie with white abstract graphic and the person in the black quilted jacket with a high collar) having swapped spatial locations.
Domain: Apparel / multi_person_portrait

turn: 1
modality: text
input: text: Observe the group photo and determine the position of the person wearing a white hijab. Please select the most appropriate option:
A. Leftmost person
B. Center person
C. Rightmost person
D. Person in the front row
E. None of the above
output: answer: B

turn: 2
modality: image
input: Based on the original group photo, swap the standing positions of the person wearing a white hijab and the person wearing a lime green tunic. Only their spatial positions should be exchanged; all other unrelated elements must remain unchanged.
output: evaluation_points: The person wearing the white hijab now occupies the original position of the person in the lime green tunic (slightly forward and to the left of center). The original position of the person in the lime green tunic must be determined from the Turn 1 input image.

The person wearing the lime green tunic now occupies the original position of the person in the white hijab (directly behind the left person, slightly offset to the right). The original position of the person in the white hijab must be determined from the Turn 1 input image.

The position of the third person (on the right) remains unchanged, maintaining the original diagonal composition as seen in the Turn 1 input image.

All individuals retain their original physical features, hairstyles, makeup, and poses exactly as in the Turn 1 input image.

The clothing, including the lime green tunic, distressed jeans, white sneakers, and the white hijab, remains identical in style, color, texture, and fit to that in the Turn 1 input image.

The background, including the off-white wall and the matte gray tiled floor with grout lines, matches the Turn 1 input image perfectly.

The overall lighting, mood, and studio setting are consistent with the Turn 1 input image, with no new elements or alterations to the environment.

The image must be a clear modification of the Turn 1 input image, evident through the swapped positions of the person wearing the white hijab and the person wearing the lime green tunic, rather than a completely newly generated scene.
Domain: Apparel / multi_person_portrait

turn: 1
modality: image
input: text: Based on the input group photo, uniformly recolor the same type of clothing item worn by all people (this clothing item must be visible on all people in the reference image): change them all to the color burgundy, and keep all other unrelated elements and details unchanged.
output: evaluation_points: The sleeveless dresses worn by both people have been uniformly changed to the color burgundy.

The color of the sleeveless dresses is consistent between both people.

All non-target clothing items (e.g., the skirts, any other garments) remain unchanged in color and style compared to the reference image.

All personal characteristics (including gender, hairstyles, facial features, poses, and spatial arrangement) remain consistent with the Turn 1 input image, with no significant alterations.

The background scene (desert landscape with sand, rock formations, and blue sky) and lighting conditions (golden hour, directional light from the left) are consistent with the Turn 1 input image, with no unnatural editing artifacts.

turn: 2
modality: text
input: Based on the image you modified in the previous turn, select the combination of 'before/after' colors for the sleeveless dress worn by the person on the left in the image.

Options:
A. Black -> Burgundy
B. Burgundy -> Black
C. White -> Burgundy
D. Gray -> Burgundy
E. None of the above
output: answer: A
Domain: Apparel / multi_person_portrait

turn: 1
modality: image
input: text: Based on the input group photo, uniformly recolor the same type of clothing item for all people (this clothing item must be visible on all subjects in the reference image): change them all to the color 'red', and keep all other unrelated elements and details unchanged.
output: evaluation_points: The color of the sneakers for both the woman on the left and the man on the right has been uniformly changed to red.

The woman's white sneakers are now red. The man's black and white sneakers are now red.

All non-target clothing items remain unchanged: the woman's black tank top and white jeans, and the man's floral shirt and black trousers retain their original colors and styles, consistent with the input image from Turn 1.

All personal characteristics (gender, positioning, posture, facial expressions, hairstyles) remain consistent with the input image from Turn 1.

The background scene (textured gray-brown wall, light gray paver stones) and soft, diffused lighting are identical to the input image from Turn 1, with no unnatural editing artifacts.

turn: 2
modality: text
input: Based on the image you modified in the previous turn, select the combination of 'before/after' colors for the sneakers of the person on the right in the image.

Options:
A. Before: White, After: Red
B. Before: Black and White, After: Red
C. Before: Red, After: Black and White
D. Before: White, After: Black and White
E. None of the above
output: answer: B
Domain: Apparel / multi_person_portrait

turn: 1
modality: image
input: text: Based on the input group photo, uniformly recolor the same type of clothing item worn by all individuals (this clothing item must be visible on all people in the reference image): change them all to the color green, while keeping all other unrelated elements and details unchanged.
output: evaluation_points: The color of the sleeveless top worn by every person in the image has been uniformly changed to green, and the color is consistent across all individuals.

All non-target clothing items (e.g., T-shirts, pants, shoes) remain unchanged in color and style compared to the input image (Turn 1 input image).

All personal characteristics (including gender, spatial arrangement, poses, hairstyles, facial features, and glasses) remain consistent with the input image (Turn 1 input image), with no significant alterations.

The background scene (plain white wall, light-brown ground, dark grey ledge) and the overall lighting (direct, high-angle sunlight creating sharp shadows) are consistent with the input image (Turn 1 input image), with no obvious or unnatural editing artifacts.

turn: 2
modality: text
input: Based on the image you modified in the previous turn, select the combination of 'before/after' colors for the sleeveless top worn by the person on the far right in the image.

Options:
A. Black with white polka dots -> Green
B. Black -> Green
C. White -> Green
D. Black with white polka dots -> Blue
E. None of the above
output: answer: A
Domain: Apparel / multi_person_portrait

turn: 1
modality: image
input: text: Based on the input group photo, uniformly recolor the same type of garment worn by all people (this garment must be visible on all persons in the reference image): change them all to a deep emerald green, while keeping all other unrelated elements and details unchanged.
output: evaluation_points: The color of the long-sleeve gowns/dresses worn by both women has been uniformly changed to a deep emerald green.

All non-target garments (e.g., any other clothing, accessories) remain unchanged in color and style compared to the Turn 1 input image.

All personal characteristics of both women (including gender, spatial arrangement, poses, hairstyles, facial features, makeup) remain consistent with the reference image, with no significant alterations.

The background scene (outdoor desert with sand, sparse vegetation, pale sky) and the lighting conditions (bright, high-key, directional sunlight) are consistent with the Turn 1 input image, showing no obvious or unnatural editing artifacts.

The image is a clear modification of the Turn 1 input image, not a newly generated scene. The composition, model positions, and background details must match the Turn 1 input image.

turn: 2
modality: text
input: Based on the image you modified in the previous round, select the combination of 'before/after' colors for the gown of the person on the right in the image.

Options:
A. Before: Deep Red / After: Deep Emerald Green
B. Before: Deep Emerald Green / After: Deep Red
C. Before: Deep Red / After: Royal Blue
D. Before: Royal Blue / After: Deep Emerald Green
E. None of the above
output: answer: A
Domain: Apparel / multi_person_portrait

turn: 1
modality: image
input: text: Based on the input group photo, uniformly recolor the same type of clothing item worn by all people (this item must be visible on all subjects in the reference image): change them all to the color red, and keep all other unrelated elements and details unchanged.
output: evaluation_points: The color of the T-shirts worn by all three people has been uniformly changed to red, and the red color is consistent across all of them.

Non-target clothing items (jeans, shoes) compared to the Turn 1 input image remain in their original state (color and style unchanged).

All personal characteristics (including gender, spatial arrangement, poses, facial features, hairstyles, and all features other than clothing) remain consistent with the Turn 1 input image, with no significant alterations.

The background scene (weathered stone steps, dense green foliage, trees, dry grass, pine needles) and lighting conditions (bright, direct daylight with sharp shadows) are consistent with the Turn 1 input image, showing no obvious or unnatural editing artifacts.

The image must be a clear modification of the Turn 1 input image, not a newly generated scene. The composition, perspective, and relative positions of all elements must match the Turn 1 input image.

turn: 2
modality: text
input: Based on the image you modified in the previous round, select the combination of 'before/after' colors for the T-shirt of the person in the center (the middle person from left to right).

Options:
A. Black -> Red
B. Light Blue -> Red
C. Red -> Black
D. Gray -> Red
E. None of the above
output: answer: A
Domain: Apparel / multi_person_portrait

turn: 1
modality: image
input: text: Based on the input group photo, uniformly recolor the same type of clothing item worn by all people (this clothing must be visible on all subjects in the reference image): change them all to the color 'navy blue', and keep all other unrelated elements and details unchanged.
output: evaluation_points: The color of the shirts on both people (the man on the left and the man on the right) has been uniformly changed to navy blue, and the color is consistent across both subjects.

Non-target clothing items (such as the trousers on the left person) remain unchanged in color and style compared to the reference image.

All personal characteristics (including gender, spatial arrangement, poses, hairstyles, facial hair, and all features unrelated to clothing) remain consistent with the reference image, with no significant alterations.

The background scene (including the marble floor, black planter with succulents, framed black-and-white print, and red wall panel) and the dramatic, high-contrast studio lighting are maintained, with no obvious or unnatural editing artifacts.

turn: 2
modality: text
input: Based on the image you modified in the previous round, select the combination of 'before/after' colors for the shirt of the person on the right in the image.
Options:
A. Black / Navy Blue
B. Patterned with white and light purple / Navy Blue
C. Navy Blue / Patterned with white and light purple
D. Patterned with white and light purple / Black
E. None of the above
output: answer: B