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

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

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 color, pattern, and style of the clothing consistent. Only modify the type of clothing as reasonably required.
output: evaluation_points: 1. The image can be clearly seen as a modification of the input image, not a completely regenerated image.

The background in 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.

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

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: image
input: text: I will now provide a new clothing reference image. Based on your most recently generated image (which we will call the target image), replace only the T-shirt on the person in the target image with the hat from the reference image, and keep all unrelated elements unchanged.
output: evaluation_points: 1. The migrated hat matches the input image of turn 3 in key details (color, material texture, cut/silhouette, prominent pattern/Logo, etc.), consistent with the reference.

2. The hat is appropriately worn on the correct part of the person in the target image, and if necessary, completely replaces the original garment with correct layering, not simply overlaid.

3. The target person's characteristics and pose  remain consistent with the Turn 1 input image, with no significant changes.

Apart from the T-shirt, the person's remaining clothes (the wide-leg jeans, belt, and accessories) remain unchanged, consistent with the features of the Turn 1 input image and not mistakenly altered.

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

The final image should be clearly recognizable as a modification of the target image, not a completely newly generated image.
Domain: Apparel / garment_replacement

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

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 cold winter day with snowfall, 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 as required.
output: evaluation_points: 1. The image can be clearly seen as a modification of the input image, not a completely regenerated image.

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

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

4. The person's outfit in the image is suitable for a cold winter day with snowfall.

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: 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 pants from the reference image onto the person in the target image, keeping all unrelated elements unchanged.
output: evaluation_points: 1. The transferred pants matches the input image of turn 3 in key details (color, material texture, cut/contour, significant patterns/logos, etc.), consistent with the reference.

2. The pants is appropriately worn on the correct part of the person in the target image, and, where necessary, completely replaces the original garment(s) from the target image with correct layering, not simply overlaid.

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

Apart from the pants, the person's remaining clothing remains unchanged, consistent with the features of the target image (the image generated in Turn 2) and not mistakenly altered. Specifically, the remaining clothing should be suitable for a cold winter day with snowfall, as required in Turn 2.

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

The image can be clearly seen as modified from the target image (the image generated in Turn 2), not a completely regenerated image.
Domain: Apparel / garment_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 tropical beach on a hot summer day
B. A cool, breezy autumn afternoon
C. A snowy winter blizzard
D. A torrential downpour during a monsoon
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, 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 clothing type as reasonably required.
output: evaluation_points: 1. The image should be clearly recognizable as a modification of the input image, not a completely newly generated image.

2. The background of the image remains consistent with the Turn 1 input image, with no significant changes to the brick wall, stucco, door, or utility box.

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

4. The person's outfit in the image is suitable for a hot summer day environment (e.g., lighter, shorter garments).

The color, pattern, and overall visual style of the person's clothing remain consistent or highly similar to the Turn 1 input image (e.g., the charcoal gray snakeskin print texture should be maintained, but on a different garment type like a sleeveless top or shorts).

turn: 3
modality: image
input: text: I will now provide a new clothing reference image. Based on your most recently generated image (which we will call the target image), replace only the hat on the target image's person with the hat from the reference image, keeping all other elements unchanged.
output: evaluation_points: 1. The migratedhat matches the input image of turn 3 in key details (color, material texture, cut/silhouette, significant pattern/logo, etc.).

2. The hat is appropriately worn on the correct part of the person in the target image, completely replacing the original hat (if there is one) with correct layering and occlusion, not simply overlaid.

The target person's characteristics and pose remain consistent with the Turn 2 output image, with no significant changes.

Apart from the hat, the person's remaining clothing (e.g., the top and jeans) remains unchanged and consistent with the Turn 2 output image's features, not mistakenly altered. Specifically, the top and jeans should maintain the style and appearance suitable for a hot summer day as required in Turn 2.

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

The final image should be clearly recognizable as a modification of the target image, not a completely newly generated image.
Domain: Apparel / garment_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 hot and humid summer day at the beach
B. A cool, breezy autumn day in the city
C. A blizzard with heavy snowfall and strong winds
D. A rainy spring day with moderate temperatures
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 hot and humid summer day at the beach, 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 as required and reasonably.
output: evaluation_points: 1. The image can be clearly seen as a modification of the input image, not a completely regenerated image.

2. The background of the image remains consistent with the Turn 1 input image, with no significant changes (e.g., the large glass facade, light-colored mullions, blurred blue sky, and tree branches).

3. The person's gender, appearance, body type, and pose remain consistent with the input image, with no significant changes (e.g., long black curly hair, sunglasses, seated pose with crossed legs, neutral expression).

4. The person's outfit is suitable for a hot and humid summer day at the beach (e.g., a swimsuit, tank top and shorts, or a light sundress), as required by the Turn 2 input text.

The color, pattern, and overall visual style of the person's entire outfit remain consistent with or highly similar to the Turn 1 input image, with no significant changes (e.g., the vibrant purple color and solid pattern should be maintained on the new summer-appropriate garment).

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 pants on the target image's person with the jacket from the reference image, and keep all unrelated elements unchanged.
output: evaluation_points: 1. The migrated pants matches the input image of turn 3 in key details (color, material texture, cut/silhouette, significant patterns/logo, etc.), consistent with the reference.

2. The pants is appropriately worn on the correct part of the person in the target image, completely replacing the original garment where necessary, with correct occlusion, not simply overlaid.

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

4. Apart from the pants, the person's remaining garments  remain unchanged, consistent with the Turn 1 intput image's features and not mistakenly altered.

The image background remains consistent with the Turn 1 input image, with no significant changes (e.g., the large glass facade, light-colored mullions, blurred blue sky, and tree branches).

The final image should be clearly recognizable as a modification of the target image, not a completely newly generated 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 sweater 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 items on the person to exactly match this color, while keeping unrelated elements unchanged.
output: evaluation_points: The cap has been successfully changed to match the main color of the sweater (the color should be visually discernible as consistent). If the sweater is a solid color, the cap should be that solid color. If the sweater has a multi-color pattern, the cap should be changed to have the same color and pattern/texture.

The style and structure of the cap remains unchanged (e.g., its glossy material, rounded shape, and brimmed silhouette).

The image background environment (ornate wallpaper, green wall section, framed Eric Clapton poster) remains consistent with the Turn 1 input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose (leaning forward, head resting on forearm, direct gaze) remain consistent with the 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.

turn: 2
modality: text
input: Please observe the image generated in Turn 1 and determine what color the person's cap should be now? Choose the most appropriate option:
A. Forest Green
B. Black
C. Navy Blue
D. Burgundy
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 hat on the person 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 patterns/logos).

The hat is appropriately worn on the person in the target image, correctly replacing the original garment with proper fit and occlusion (e.g., sleeves at wrists, high neckline).

The target person's characteristics and pose (hairstyle, facial features, leaning posture) remain consistent with the Turn 1 output image, with no significant changes.

The person's other clothing item remains unchanged, matching the color and pattern it was changed to in Turn 1 input image's sweater.

The image background (ornate wallpaper, green wall section, framed poster) remains consistent with the Turn 1 input image, with no significant changes.

The image can be clearly 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 skirt as a 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 on the person to exactly match this color, while keeping unrelated elements unchanged.
output: evaluation_points: The person's sweater and tights have been successfully changed to match the solid black color of the skirt in the Turn 1 input image (the color should be visually identical).

The style and structure of the sweater and tights remain unchanged.

The image background environment (the bookstore/library with wooden shelves and books) is consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and action posture (reaching for a book) 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 newly generated image.

turn: 2
modality: text
input: Please 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. Off-white
B. Black
C. Red
D. Brown
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 latest generated image (which we call the target image), please replace only the upper garment in the target image person with the shirt from the reference image, while keeping unrelated elements unchanged.
output: evaluation_points: The migrated short matches the Turn 3 input input image of turn 3 in key details (color, material texture, cut/contour, significant pattern/Logo, etc.), consistent with the reference.

The shirt is appropriately worn on the correct position of the person in the Turn 1 output image (the target image), completely replacing the original garment where necessary, with correct occlusion relationships, not simply overlaid.

The target person's characteristics and posture remain consistent with the Turn 1 output image (the target image), with no significant changes.

Apart from the shirt, the person's other clothing (the skirt and tights) remain unchanged, consistent with the features in the Turn 1 output image (the target image), and are not mistakenly altered.

The image background (the bookstore/library) remains consistent with the Turn 1 input image, with no significant changes.

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

turn: 1
modality: image
input: text: Based on the given image, edit the appearance of the person's clothing: Using the person's sunglasses as the 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 person's crop top, leggings/trousers, and earrings have been successfully changed to match the main color of the sunglasses (dark/black). The color should be visually distinguishable as consistent.

The style and structure of each garment (crop top, leggings/trousers) remain unchanged.

The image background environment (the geometric red wall) is consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose (leaning against the wall, head turned) 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 newly generated image.

turn: 2
modality: text
input: Observe the image generated in Turn 1 and determine what color the person's crop top should be now? Please choose the most appropriate option:
A. Black
B. Red
C. White
D. Blue
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 hat from the reference image onto the person in the target image, while keeping unrelated elements unchanged.
output: evaluation_points: The migrated hat match the key details of the input image of turn 3 (color, material texture, cut/contour, significant pattern/logo). They are consistent with the input image of turn 3.

The hat are appropriately worn on the correct position of the person in the target image, fully replacing the original sunglasses, with correct occlusion relationships, not simply overlaid.

The person's characteristics (gender, face, hairstyle, body type) and pose (leaning against the wall, head turned) remain consistent with the Turn 1 input image, with no significant changes.

Apart from the hat, the person's other clothing (crop top, leggings/trousers, earrings) remains unchanged, consistent with the features of the Turn 1 output image, where they were changed to match the main color (dark/black) of the original sunglasses from the Turn 1 input image.

The image background environment (the geometric red wall) remains consistent with the Turn 1 input image, with no significant changes.

The image can be clearly seen as modified from the target image, not a completely newly generated image.
Domain: Apparel / garment_replacement

turn: 1
modality: image
input: text: Based on the given image, perform an appearance edit on the person's clothing: Using the person's coat 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 items on the person to exactly match this color, while keeping unrelated elements unchanged.
output: evaluation_points: The modified clothing items (specifically the turtleneck and the cap) have been successfully changed to match the main color of the reference coat (a camel/tan brown). The color should be visually discernible as identical.

The style and structure of each garment (the turtleneck's neckline, the cap's shape and brim) remain unchanged.

The image background environment (the seamless, gradient light gray studio backdrop) is consistent with the Turn 1 input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose (standing, head facing camera, right hand holding cap brim) 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: 2
modality: text
input: Observe the image generated in Turn 1 and determine what color the person's cap should be now? Please choose the most appropriate option:
A. Camel/Tan Brown
B. Dark Gray/Charcoal
C. Black
D. Navy Blue
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 T-shirt from the reference image onto the person in the target image, while keeping unrelated elements unchanged.
output: evaluation_points: The migrated T-shirt matches the input image of turn 3 in key details (color, material texture, cut/silhouette, significant patterns/logos).

The T-shirt is appropriately worn on the person in the target image at the correct location (upper body), completely replacing the original coat, with correct occlusion relationships (e.g., the collar over the turtleneck, the hand's position relative to the sleeve), not simply overlaid.

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

All other clothing items on the target person (the turtleneck and the cap) remain unchanged, maintaining the camel/tan brown color that was applied to them in Turn 1 based on the original coat's color, and matching their style and structure as seen in the Turn 1 output image.

The image background (the seamless, gradient light gray studio 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.