ccccEsion/IMUG-Bench huggingface dataset:
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 individuals 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 footwear (shoes) worn by both the woman on the left and the man on the right has been uniformly changed to navy blue, as instructed.

The footwear color is consistent (navy blue) for both individuals.

Non-target clothing items (the woman's white dress, the man's suit) remain unchanged in color and style compared to the Turn 1 input image.

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

The background scene (rocky plateau, hazy mountains, pale sky) and lighting conditions (soft, golden-hour glow) are consistent with the Turn 1 input image, showing 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 the 'before/after' colors for the footwear of the person on the right in the image.

Options:
A. Before: White, After: Navy Blue
B. Before: Black and White, After: Navy Blue
C. Before: Navy Blue, After: Black and White
D. Before: Brown, After: Navy Blue
E. None of the above
output: answer: B
Domain: Apparel / pose_alteration

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: 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 be exactly the same color, while keeping unrelated elements unchanged.
output: evaluation_points: The modified clothing items (the boots and the hat) have been successfully changed to match the main color of the reference dress (olive green). The color should be visually discernible as identical.

The style and structure of each garment (boots as lace-up boots, hat as a beret) remain unchanged.

The image background environment (dark brown brick wall, wooden deck, windows, foliage) matches the reference image with no significant changes.

The person's characteristics (gender, face, pink hair, body type) and action pose (mid-turn, head turned) match the reference image with no significant changes.

The image can be clearly seen as a modification of the image provided in Turn 1, not a completely regenerated image.

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

turn: 3
modality: image
input: Please modify the person's pose based on the image you generated in the dialogue: Change the person's pose to a dramatic, arms-raised victory pose, while keeping unrelated elements and details unchanged.
output: evaluation_points: The person's pose has been accurately modified to a dramatic, arms-raised victory pose, with limb/body orientation consistent with the description.

The person's clothing (dress, boots, hat) strictly matches the color and pattern as specified in the Turn 1 input text: they should all be the same color as the main color of the dress in the Turn 1 input image (olive green).

The person's characteristics (face, pink hair, body type, sunglasses) remain consistent with the reference image.

The image background and overall scene (dark brown brick wall, wooden deck, windows, foliage) remain consistent with the Turn 1 input image, with no significant changes.

The image can be clearly seen as a modification of the Turn 1 input image, not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Use the person's hoodie as the color and pattern reference. Extract its color (if it contains multiple colors, directly extract the pattern or texture composed of those colors), and change all other visible clothing items on the person to have exactly the same color and pattern. Keep all unrelated elements unchanged.
output: evaluation_points: The jeans and sneakers have been successfully changed to match the exact color and pattern of the hoodie. The hoodie features a multi-colored stripe pattern of cream, light blue, medium blue, and a thin coral stripe. The jeans and sneakers should now visually display this same stripe pattern.

The style and structure of each garment (hoodie, jeans, sneakers) remain unchanged. The jeans should still be distressed denim with cuffs, and the sneakers should retain their high-top, lace-up structure.

The image background environment (outdoor alleyway with concrete walkway, brick walls, white dome structure) is consistent with the input image, with no significant changes.

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

The image can be clearly identified as a modification of the image provided in Turn 1, not a completely regenerated image.

turn: 2
modality: text
input: Please observe the image generated in Turn 1 and determine what color the person's jeans should be now? Choose the most appropriate option:
A. A multi-colored stripe pattern of cream, light blue, medium blue, and coral.
B. Dark gray or charcoal.
C. Solid light blue.
D. Solid cream.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Please modify the person's pose based on the image you generated in the dialogue: Change the person's pose to a jumping jack pose, with arms raised above the head and legs spread apart in mid-air, while keeping all unrelated elements and details unchanged.
output: evaluation_points: The person's pose has been accurately modified to a jumping jack pose. The person's arms should be raised straight above the head, and legs should be spread apart in mid-air, as if jumping.

The person's clothing strictly matches the clothing from the reference image (the image generated in Turn 1). Specifically, the hoodie, jeans, and sneakers must all display the exact multi-colored stripe pattern of cream, light blue, medium blue, and coral as described in Turn 1's requirement.

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

The image background and overall scene (outdoor alleyway with concrete walkway, brick walls, white dome structure) remain consistent with the input image from Turn 1.

The image can be clearly identified as a modification of the reference image (the image generated in Turn 1), not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Using the person's shirt 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 on the person to exactly match this color, while keeping unrelated elements unchanged.
output: evaluation_points: The blazer and trousers have been successfully changed to match the main color and pattern of the reference shirt (medium blue with fine vertical white pinstripes). The color and pattern should be visually consistent across all modified garments.

The style and structure of each garment (blazer, shirt, trousers) remain unchanged.

The image background environment (pure white studio backdrop) matches the input image with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and action pose (standing, gripping blazer lapel) match the input image with no significant changes.

The image can be clearly identified as a modification of the image provided in Turn 1, not a completely regenerated image.

turn: 2
modality: text
input: Please observe the image generated in Turn 1 and determine what color the person's trousers should be now? Choose the most appropriate option:
A. Solid black
B. Medium blue with white pinstripes
C. Vibrant purple
D. Solid white
E. None of the above
output: answer: B

turn: 3
modality: image
input: Please modify the person's pose based on the image you generated in the conversation: Change the person's pose to a dramatic jumping pose with both arms raised high above the head, while keeping all unrelated elements and details unchanged.
output: evaluation_points: The person's pose has been accurately modified to a dramatic jumping pose with both arms raised high above the head, and the body orientation is consistent with the description.

The person's clothing (blazer, shirt, trousers, boots) strictly matches the color, pattern, and style of the clothing as they appear in the image generated in Turn 1. Specifically, the blazer and trousers should match the main color and pattern of the shirt from the Turn 1 input image (medium blue with fine vertical white pinstripes).

The person's characteristics (face, hairstyle, body type) remain consistent with the input image provided in Turn 1.

The image background (pure white studio backdrop) and overall scene remain consistent with the input image provided in Turn 1, with no significant changes.

The image can be clearly identified as a modification of the image generated in Turn 1, not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: image
input: text: Based on the given image, edit the appearance of the person's clothing: Use the person's sweatshirt 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). Then, change all other visible clothing on the person to have exactly the same color, while keeping unrelated elements unchanged.
output: evaluation_points: The jogger-style sweatpants and the white sneakers have been successfully changed to match the main color of the reference sweatshirt (charcoal grey). The color should be visually discernible as consistent.

The style and structure of each garment (sweatshirt, sweatpants, sneakers) remain unchanged.

The image background environment (outdoor urban rooftop with wooden deck, cityscape, construction crane) matches the input image with no significant changes.

The person's characteristics (gender, facial features, buzz cut hairstyle, slim athletic build) and pose (standing in profile, head tilted upward) match the input image with no significant changes.

The image can be clearly identified as a modification of the Turn 1 provided image, not a completely regenerated image.

turn: 2
modality: text
input: Observe the image generated in Turn 1 and determine what color the person's sneakers should be now? Please select the most appropriate option:
A. Charcoal Grey
B. Pure White
C. Black
D. Navy Blue
E. None of the above
output: answer: A

turn: 3
modality: image
input: Based on the image you generated in the dialogue, modify the person's pose: Change the person's pose to a jumping pose with both arms raised high above the head, while keeping unrelated elements and details unchanged.
output: evaluation_points: The person's pose modification to a jumping pose with both arms raised high above the head is accurately executed. The limb/body orientation is consistent with the description.

The person's clothing (sweatshirt, jogger-style sweatpants, sneakers) strictly matches the color and pattern of the sweatshirt from the Turn 1 input image. Specifically, the jogger-style sweatpants and sneakers must have the same color as the main color of the sweatshirt (charcoal grey), as required in Turn 1.

The person's characteristics (facial features, buzz cut hairstyle, slim athletic build) remain consistent with the Turn 1 input image.

The image background and overall scene (outdoor urban rooftop with wooden deck, cityscape, construction crane) remain consistent with the Turn 1 input image, with no significant changes.

The image can be clearly identified as a modification of the reference image, not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Using the person's coat 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: 1. Every modified clothing item (the white turtleneck top, the white skinny jeans, and the nude ankle boots) has been successfully changed to match the main color of the reference coat (camel/beige). The color should be visually discernible as consistent.

2. The style and structure of each clothing item (turtleneck, jeans, boots) remain unchanged.

3. The image background environment (urban street with light gray tiles, beige buildings, lamppost) matches the input image with no significant changes.

4. The person's characteristics (gender, face, afro hairstyle, slender build) and action pose (mid-stride, holding coffee, gripping lapel) match the input image with no significant changes.

5. The image can be clearly seen as a modification of the image provided in Turn 1, not a completely regenerated image.

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

turn: 3
modality: image
input: Please modify the person's pose based on the image you generated in the conversation: Change the person's pose to a dramatic jumping pose with both feet off the ground and arms raised above the head, while keeping unrelated elements and details unchanged.
output: evaluation_points: 1. The modification to the person's pose is accurately executed: the person is in a dramatic jumping pose with both feet clearly off the ground and both arms raised above the head.

The person's clothing strictly matches the clothing appearance as modified in Turn 1: the coat, turtleneck, jeans, and boots are all the same camel/beige color (as per Turn 1's instruction to change all other visible clothing items to match the coat's color), and the crossbody bag remains white.

The person's characteristics (gender, face, voluminous afro hairstyle, slender build) remain consistent with the person's characteristics in the Turn 1 input image.

The image background and overall scene (urban street, light gray tiles, beige buildings, lamppost, soft lighting) remain consistent with the background in the Turn 1 input image, with no significant changes.

The image can be clearly seen as a modification of the image generated in Turn 1, not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the person's lower body garment (the main clothing from the waist down to the ankles) in the image, and choose the option that most accurately describes its category name: A. Leather pants, B. Denim jeans, C. Pleated skirt, D. Tailored shorts, E. None of the above.
output: answer: A

turn: 2
modality: image
input: Now, based on the image provided to you in Turn 1, modify only the person's lower body garment: switch it from its current category to a pleated skirt. Ensure all unrelated element details remain unchanged.
output: evaluation_points: 1. The lower body garment is successfully switched from pants to a pleated skirt, with clear and distinguishable features (e.g., a visible skirt silhouette with pleats).

2. All other unrelated clothing (the cropped black knit top and the sheer fishnet layer) strictly match the Turn 1 input image in style, color, and fit.

3. The person's characteristics (facial features obscured by sunglasses, hairstyle with braids and silver rings, body type) and action pose (seated, leaning back, gripping the fence) remain consistent with the Turn 1 input image.

3. The person's characteristics (facial features obscured by sunglasses, hairstyle with braids and silver rings, body type) and action pose (seated, leaning back, gripping the fence) remain consistent with the Turn 1 input image.

4. The image background and overall scene (white chain-link fence, concrete ledge, clear sky, palm trees in distance) are consistent with the Turn 1 input image, with no significant changes.

turn: 3
modality: image
input: Based on the image you generated in the conversation, modify the person's pose: change the person's pose to a standing position with both arms raised high above the head in a 'V' shape, while keeping all unrelated elements and details unchanged.
output: evaluation_points: 1. The pose modification to a standing position with both arms raised high in a 'V' shape is accurately executed, with limb/body orientation matching the description.

2. The person's clothing (the pleated skirt, cropped black top, and fishnet layer) strictly matches the Turn 2 output image in style, color, and fit.

3. The person's characteristics (facial features obscured by sunglasses, hairstyle with braids and silver rings, body type) remain consistent with the Turn 1 input image.

3. The person's characteristics (facial features obscured by sunglasses, hairstyle with braids and silver rings, body type) remain consistent with the Turn 1 input image.

4. The image background and overall scene (white chain-link fence, concrete ledge, clear sky, palm trees in distance) are consistent with the Turn 1 input image, with no significant changes.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the person's lower body garment (the main clothing from the waist to the ankles) in the image, and from the following options, select the one that most accurately describes its category name:
A. Wide-leg denim trousers
B. A-line midi skirt
C. Tailored suit trousers
D. Leather leggings
E. None of the above
output: answer: A

turn: 2
modality: image
input: Now, based on the image given to you in Turn 1, modify only the person's lower body garment: switch it from its current category to a pleated midi skirt. Ensure all unrelated element details remain unchanged.
output: evaluation_points: 1. The lower body garment is successfully switched from wide-leg trousers to a pleated midi skirt, with the skirt's structure and hemline clearly visible and distinct from trousers.

2. All other unrelated clothing items (the oversized purple blazer, the black top underneath, and the white high-top sneakers) strictly match the Turn 1 input image in style, color, and fit.

3. The person's characteristics (facial features, hairstyle, body type) and seated pose (legs crossed, hands on thighs, head tilt) remain consistent with the input image.

4. The image background (weathered wooden bench, blurred background with branches and pampas grass, soft diffused lighting) and overall scene composition remain consistent with the Turn 1 input image.

5. The image is clearly recognizable as a modification of the Turn 1 input image, not a completely regenerated image, with all unchanged elements perfectly matching the Turn 1 input image.

turn: 3
modality: image
input: Based on the image you generated in the dialogue, modify the person's pose: change the person's pose to standing with arms raised triumphantly above the head, while keeping all unrelated elements and details unchanged.
output: evaluation_points: 1. The person's pose is accurately modified to a standing position with both arms raised triumphantly and extended fully above the head, which is a clear and exaggerated change from the original seated pose.

The person's clothing (the oversized purple blazer, the pleated midi skirt, the black top, and the white high-top sneakers) strictly matches the Turn 2 output image in all details.

The person's clothing (the oversized purple blazer, the pleated midi skirt, the black top, and the white high-top sneakers) strictly matches the Turn 2 output image in all details.

3. The person's characteristics (facial features, hairstyle, body type) remain strictly consistent with the Turn 1 input image.

4. The image background (weathered wooden bench, blurred background with branches and pampas grass, soft diffused lighting) and overall scene composition remain consistent with the Turn 1 input image.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the lower body garment of the person in the image (the main clothing from the waist down to the ankles; if wearing a dress, refer to this as 'outfit'), and choose the option that most accurately describes its category name: A. Leggings, B. Trousers, C. Skirt, D. Shorts, E. None of the above.

Options:
A. Leggings
B. Trousers
C. Skirt
D. Shorts
E. None of the above
output: answer: A

turn: 2
modality: image
input: Now, based on the image provided to you in Turn 1, modify only the person's lower body garment: switch it from its current category to a skirt. All other unrelated elements and details must remain unchanged.
output: evaluation_points: 1. The lower body garment has been successfully switched from the category 'leggings' (as identified in Turn 1) to a 'skirt' (as required by Turn 2), with clear and distinguishable features (e.g., the shape of the skirt hem is obvious).

All other unrelated clothing items (the off-the-shoulder trench coat dress, black combat boots) remain strictly consistent with the Turn 1 input image.

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

The image background and overall scene (modern staircase with dark teal-blue carpeted steps, perforated metal railing, neutral grey wall, potted plant) remain consistent with the Turn 1 input image, with no significant changes.

The image can be clearly identified as a modification of the Turn 1 input image, not a completely regenerated image.

turn: 3
modality: image
input: Based on the image you generated in the conversation, modify the person's pose: change the person's posture to a jumping pose with both feet off the ground and arms raised, while keeping all unrelated elements and details unchanged.
output: evaluation_points: 1. The modification to the person's pose to a 'jumping pose with both feet off the ground and arms raised' (as required by Turn 3) is accurately executed, with limb/body orientation matching the description.

The person's clothing (the off-the-shoulder trench coat dress, the skirt as modified in Turn 2, black combat boots, accessories) remains strictly consistent with the Turn 2 output image.

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

The image background and overall scene (modern staircase with dark teal-blue carpeted steps, perforated metal railing, neutral grey wall, potted plant) remain consistent with the Turn 1 input image, with no significant changes.

The image can be clearly identified as a modification of the Turn 2 output image, not a completely regenerated image.