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

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Using the person's vest as the 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: Every piece of modified clothing (the white blouse and the black leggings) has been successfully changed to match the main color of the reference vest (a muted, earthy olive green). The color should be visually discernible as consistent.

The style and structure of each garment (blouse collar, sleeves, vest silhouette, leggings fit) remain unchanged.

The image background environment (deep green paneled wall, vertical light fixture, yellow recessed element) is consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and action pose (seated, hand to chin) 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, 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 blouse should be now? Choose the most appropriate option:
A. Olive Green
B. White
C. Black
D. Gray
E. None of the above
output: answer: A

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Based on your latest generated image (which we call the target image), replace only the helmet from the reference image onto the person in the target image, while keeping unrelated elements unchanged.
output: evaluation_points: The migrated helmet matches the input image of turn 3 in key details (color, material texture, cut/silhouette, any significant pattern). It is consistent with the reference.

The helmet is appropriately worn on the correct position of the person in the target image (upper body, over the blouse). It completely replaces the original garment from the target image, with correct layering and occlusion, not simply overlaid.

The target person's characteristics and pose (face, hairstyle, seated posture, hand position) remain consistent with the target image, with no significant changes.

Apart from the helmet, the person's other clothing (the blouse and the leggings) remains unchanged, consistent with the features of the target image. Specifically, the blouse and leggings must both maintain the olive green color as required by the Turn 1 prompt, which instructed changing them to match the color of the original vest.

The image background (deep green paneled wall, vertical light fixture, yellow recessed element) remains consistent with the Turn 1 input image, with no significant changes.

The image can be clearly seen as a modification of the target image (the output from Turn 1), not a completely regenerated image.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Use the person's trousers as a color and pattern reference. Extract its color (if it contains multiple colors, directly extract the pattern or texture composed of those colors). Then, change all other visible clothing items on the person to exactly match this color, while keeping unrelated elements unchanged.
output: evaluation_points: The denim jacket has been successfully changed to match the solid, light beige/tan color of the trousers. The color should be visually discernible as identical.

The style and structure of the denim jacket (e.g., collar, pockets, button placement, oversized fit) remain unchanged.

The background environment (dry field, tall golden-brown reeds, pale blue sky) matches the input image with no significant changes.

The person's characteristics (gender, face, short textured afro hairstyle, lean build) and pose (standing, head turned, gaze upward) remain 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 jacket should be now? Choose the most appropriate option:
A. Light Beige/Tan
B. Medium-Wash Blue
C. Black
D. Olive Green
E. None of the above
output: answer: A

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Based on your most recently generated image (which we call the target image), please replace only the garment in the target image with the pants from the reference image, while keeping unrelated elements unchanged.
output: evaluation_points: The migrated pants matches the input image of turn 3 in key details (color, material texture, cut/contour, any significant patterns/logos).

The pants is appropriately worn on the person in the target image, fully replacing the jacket from the Turn 1 output image (which should be the solid, light beige/tan color as per Turn 1's instruction) with correct layering and occlusion, not simply overlaid.

The target person's characteristics and pose remain consistent with the target image, with no significant changes.

The person's other clothing items  remain unchanged, matching their features in the Turn 1 input image (the original denim trousers) and not being mistakenly altered.

The image background (dry field, tall golden-brown reeds, pale blue sky) remains consistent with the Turn 1 input image, with no significant changes.

The image can be clearly identified as a modification of the Turn 1 output image (the target image with the solid, light beige/tan jacket) using the jacket from the reference image provided in Turn 3, not a completely regenerated image.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Based on the given image, edit the appearance of the person's clothing: Use the person's trousers as a color and pattern reference. Extract its color, and change all other visible clothing items on the person to be exactly the same color. Keep all unrelated elements unchanged.
output: evaluation_points: Every modified clothing item (the cropped satin blouse) has been successfully changed to match the main color of the reference trousers (black). The color should be visually identical.

The style and structure of each garment (the blouse's high collar, twist detail, puffed shoulders, and fitted cuffs) remain unchanged.

The image background (solid deep burgundy-red fabric backdrop) and studio lighting conditions are consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose (standing upright, head tilted right, arms positioned) remain 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: Observe the image generated in Turn 1 and determine what color the person's blouse should be now? Please choose the most appropriate option:
A. Black
B. Forest Green
C. Burgundy Red
D. Gold
E. None of the above
output: answer: A

turn: 3
modality: image
input: text: I will now provide a new reference image of clothing. Based on your most recently generated image (which we call the target image), replace only the jacket from the reference image onto the person in the target image. Keep all unrelated elements unchanged.
output: evaluation_points: The migrated jacket match the key details of the input image of turn 3 (color, material texture, cut/silhouette, any significant pattern/logo).

The jacket are appropriately worn on the person in the target image at the correct location (lower body), completely replacing the original garment with correct occlusion relationships, not simply overlaid.

The target person's characteristics (face, hairstyle, body type) and pose remain consistent with the Turn 1 input image, with no significant changes.

All other clothing items on the target person (the black satin blouse) remain unchanged, matching their features in the Turn 1 output image and not being mistakenly altered. The blouse must remain the color black, as required by Turn 1.

The image background (solid deep burgundy-red fabric backdrop) remains consistent with the Turn 1 input image, with no significant changes.

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

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Using the person's earrings as a color and pattern reference, extract their color (if they contain 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 shirt-dress has been successfully changed to match the primary color of the earrings. The color should be visually discernible as identical. If the earrings are a multi-colored pattern, the shirt-dress should be changed to have the same color and pattern/texture.

The style and structure of the shirt-dress (collar, buttons, belt, sleeves, length) remain unchanged.

The image background environment (stone walls, turquoise sky with clouds, sandy ground) is consistent with the input image, with no significant changes.

The person's characteristics (gender, face obscured by sunglasses, hairstyle, body type) and pose (standing upright, hands at waist, head tilted up) remain 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, 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 shirt-dress should be now? Please choose the most appropriate option:
A. Metallic Gold
B. Off-White
C. Metallic Silver
D. Black
E. None of the above
output: answer: <DYNAMIC>

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Please, based on your most recently generated image (which we call the target image), replace only the garment in the target image with the hat from the reference image, and keep unrelated elements unchanged.
output: evaluation_points: The migrated hat matches the input image of turn 3 (Turn 3 input image) in key details (color, material texture, cut/silhouette, any significant pattern/logo).

The hat is appropriately worn on the person in the target image, completely replacing the original garment from the target image, with correct occlusion relationships, not simply overlaid.

The person's characteristics and pose (gender, face obscured by sunglasses, hairstyle, body type, standing upright, hands at waist, head tilted up) remain consistent with the Turn 1 input image, with no significant changes.

Apart from the hat, the person's other items remain unchanged, matching the features of the Turn 1 input image and not being mistakenly altered.

The image background environment (stone walls, turquoise sky with clouds, sandy ground) is consistent with the Turn 1 input image, with no significant changes.

The image can be clearly seen as modified from the target image (the Turn 1 output image), not a completely regenerated image.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Use the person's hat as a reference for color and pattern. Extract its color (if it contains multiple colors, directly extract the pattern or texture composed of those colors), and change all other visible clothing on the person to exactly match this color. Keep all unrelated elements unchanged.
output: evaluation_points: The main garment (the off-the-shoulder knit dress) has been successfully changed to match the primary color of the reference hat (off-white/cream). The color should be visually discernible as identical.

The style and structure of the main garment (its off-the-shoulder neckline, long sleeves, and mid-thigh length) remain unchanged.

The background environment (the outdoor meadow with tall grasses, flowering weeds, and blurred trees) matches the input image with no significant changes.

The person's characteristics (female, slender build, long wavy blonde hair, downcast face) and her contemplative pose (standing angled, head tilted down) remain 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 main garment should be now? Choose the most appropriate option:
A. Off-white/Cream
B. Pure White
C. Beige
D. Light Gray
E. None of the above
output: answer: A

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Based on your most recently generated image (which we call the target image), please replace only the down jacket from the reference image onto the person in the target image. Keep all unrelated elements unchanged.
output: evaluation_points: The migrated down jacket matches the key details of the input image of turn 3 (its specific color, material texture and any visible weave pattern).

The down jacket is appropriately worn on the person's head in the target image, correctly replacing the original hat. The fit and positioning (tilted to the side, casting a shadow) are natural.

The target person's characteristics (female, slender build, long wavy blonde hair, downcast face) and her contemplative pose remain consistent with the target image, with no significant changes.

The person's main garment  remains unchanged, matching the color 'off-white/cream' as required by Turn 1's instruction (to match the original hat's color), and its style (off-the-shoulder neckline, long sleeves, mid-thigh length) remains consistent with the Turn 1 output image.

The image background (the outdoor meadow with tall grasses and blurred trees) remains consistent with the target image, with no significant changes.

The image background (the outdoor meadow with tall grasses, flowering weeds, and blurred trees) remains consistent with the Turn 1 input image, with no significant changes.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Use the T-shirt worn by the person in the image 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. Keep all unrelated elements unchanged.
output: evaluation_points: The jeans have been successfully changed to match the main color of the T-shirt in the Turn 1 input image (the color should be visually discernible as consistent).

The style and structure of the jeans 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 clearly be seen as a modification of the picture 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? Please choose the most appropriate option:
A. Medium-wash blue
B. Black
C. White
D. Light gray
E. None of the above
output: answer: B

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Based on your most recently generated image (which we call the target image), replace only the hat in the target image with the hat from the reference image. Keep all unrelated elements unchanged.
output: evaluation_points: The migrated hat matches the input image of turn 3 in key details (color, material texture, cut/silhouette, significant pattern/logo, etc.), consistent with the reference.

The hat is appropriately worn on the correct part of the person in the Turn 3 input's 'target image' (i.e., the Turn 1 output image), completely replacing the original garment where necessary, with correct occlusion relationships, not simply overlaid.

The person's characteristics (gender, face, hairstyle, body type) and pose remain consistent with the Turn 1 output image, with no significant changes.

Apart from the hat, the person's other clothing items (the jeans) remain unchanged, maintaining the color that matches the main color of the T-shirt from the Turn 1 input image, as established in Turn 1, and consistent with the features in the Turn 1 output image.

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

The image can clearly be seen as modified from the Turn 1 output image, not a completely regenerated image.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Using the person's earring as the 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: 1. Every piece of clothing that was modified (the blazer and trousers) has been successfully changed to match the main color of the reference earring (the color should be visually discernible as consistent). If the reference earring is covered by a pattern composed of multiple colors, then the modified clothing should also be changed to have a consistent color and matching pattern/texture appearance.

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

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

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

5. The image can clearly be seen as a modification of the picture 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. Silver
B. Cream
C. Gold
D. Black
E. None of the above
output: answer: <DYNAMIC>

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Please, based on your most recently generated image (which we call the target image), replace only the mask from the reference image onto the person in the target image, while keeping unrelated elements unchanged.
output: evaluation_points: 1. The migrated mask match the input image of turn 3 in key details (color, material texture, cut/silhouette, significant pattern/Logo, etc.), consistent with the reference.

2. The mask are appropriately worn on the correct part of the person in the target image, and have completely replaced the original trousers where necessary, with correct occlusion relationships, not simply overlaid.

3. The target person's characteristics (gender, face, hairstyle, body type) and posture remain consistent with the target image (the image generated in Turn 1), with no significant changes.

The target person's characteristics (gender, face, hairstyle, body type) and posture remain consistent with the input image of Turn 1, with no significant changes.

Apart from the mask, the person's other clothing (the blazer) remains unchanged, and its color and pattern must match the main color (or pattern/texture if multi-colored) of the earring from the Turn 1 input image, as required in Turn 1.

The image background remains consistent with the input image of Turn 1 (Apparel__garment_replacement__24__img_0.jpg), with no significant changes.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Based on the given image, edit the appearance of the person's clothing: Use the person's jacket as a color and pattern reference. Extract its color (or the pattern/texture if it contains multiple colors), and change all other visible clothing items on the person to exactly match this color/pattern. Keep all unrelated elements unchanged.
output: evaluation_points: The inner sweater/turtleneck has been successfully changed to match the color and herringbone pattern of the reference jacket. The color and pattern should be visually identical.

The style and structure of the jacket and the inner sweater remain unchanged (e.g., jacket collar, zipper, knit texture of the sweater).

The image background (uniform dark charcoal gray backdrop) remains consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose (head tilt, gaze, shoulder position) remain 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: Observe the image generated in Turn 1 and determine what color the person's sweater should be now? Please choose the most appropriate option:
A. Dark charcoal gray with a herringbone pattern
B. Dark navy blue
C. Light brown
D. Solid black
E. None of the above
output: answer: A

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Based on your most recently generated image (which we call the target image), replace only the jacket in the target image with the jacket from the reference image. Keep all unrelated elements unchanged.
output: evaluation_points: The migrated jacket matches the input image of turn 3 in key details: its color, material texture (e.g., smooth wool vs. herringbone tweed), cut/contour, and any significant patterns/logos.

The jacket is appropriately worn on the person in the target image, correctly replacing the original jacket. The fit and layering (e.g., over the sweater, collar position) are correct, not simply overlaid. The inner sweater should match the dark charcoal gray color and herringbone pattern as specified in Turn 1's instruction (to change all other visible clothing items to match the jacket's color and pattern).

The target person's characteristics and pose (facial features, hairstyle, head tilt, gaze) remain consistent with the target image, with no significant changes.

The person's other clothing (the inner sweater) remains unchanged. The inner sweater should match the dark charcoal gray color and herringbone pattern as specified in Turn 1's instruction (to change all other visible clothing items to match the jacket's color and pattern).

The image background (uniform dark charcoal gray backdrop) remains consistent with the Turn 1 input image, with no significant changes.

The image can be clearly identified as a modification of the Turn 1 output image (the target image), not a completely regenerated image.