ccccEsion/IMUG-Bench huggingface dataset:
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; if wearing a dress, this refers to the 'outfit') in the image, and from the following options, select the one that most accurately describes its category name:

A. Denim Jeans
B. Cargo Pants
C. Tailored Trousers
D. Leather Pants
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 knee-length A-line skirt. Ensure all unrelated element details remain unchanged.
output: evaluation_points: 1. The lower body garment is successfully switched from jeans to a knee-length A-line skirt, with its characteristic flared shape and hemline clearly visible.

2. All other unrelated clothing items (the off-white crew-neck t-shirt, the brown leather derby shoes) strictly match the Turn 1 input image in color, style, and fit.

3. The person's characteristics (facial features, hairstyle, body type) and his original seated pose (right hand on forehead, left hand on knee, legs crossed at ankles) remain consistent with the Turn 1 input image.

4. The image background (seamless pure white studio background) and overall scene lighting (soft, diffused studio light casting a subtle shadow) remain consistent with the Turn 1 input image.

5. The image must be clearly recognizable as a modification of the Turn 1 input image, not a completely regenerated image (e.g., the subject's specific pose, facial expression, and the exact texture/shading of the upper body garment should be identical to 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 posture to standing with arms raised triumphantly overhead, and keep all unrelated elements and details unchanged.
output: evaluation_points: 1. The person's pose is accurately modified to a standing posture with both arms raised triumphantly overhead in a clear, exaggerated 'V' shape.

2. The person's clothing (the off-white crew-neck t-shirt, the brown leather derby shoes) strictly matches the Turn 1 input image in all details. The lower body garment must be a knee-length A-line skirt, as required by the Turn 2 instruction.

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

4. The image background (seamless pure white studio background) and overall scene lighting remain consistent with the Turn 1 input image.

5. The image must be clearly recognizable as a modification of the Turn 1 input image, not a completely regenerated image (e.g., the subject's face, the specific clothing details of the upper body and shoes, and the background should be identical to the Turn 1 input image). The lower body garment must be a knee-length A-line skirt, as required by the Turn 2 instruction.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the lower body garment (the main clothing from the waist down to the ankles) of the person in the image, and select the option that most accurately describes its category: A. Flared Mini Skirt, B. Tailored Trousers, C. Denim Jeans, D. A-Line Midi Dress, 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 tailored trousers. All other unrelated elements and details must remain unchanged.
output: evaluation_points: 1. The lower body garment is successfully switched from a skirt to tailored trousers, with clear, distinguishable features (e.g., defined waistband, structured leg seams, and straight or tapered leg silhouette).

2. All other unrelated clothing items (the off-the-shoulder crop top and ankle boots) strictly match the input image in color, texture, design, and fit.

3. The person's characteristics (facial features, hairstyle, body type) and dynamic pose (standing with one leg lifted high, torso twisted) are consistent with the input image.

4. The image background (minimalist white paneled wall with recessed moldings) and overall studio scene are consistent with the input image, with no significant changes.

5. The image can be clearly identified as a modification of the input image from Turn 1, not a completely regenerated 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 a dramatic, deep lunge forward with arms raised high above the head, while keeping all other unrelated elements and details unchanged.
output: evaluation_points: 1. The modification to a dramatic, deep lunge forward pose is accurately executed, with the person's body leaning forward, one leg extended far back and the other bent at the knee in front, and both arms raised straight up above the head.

The person's attire (the tailored trousers, off-the-shoulder crop top, and ankle boots) strictly matches the attire in the output image from Turn 2 in all details, including color, texture, and style.

The person's attire (the tailored trousers, off-the-shoulder crop top, and ankle boots) strictly matches the attire in the output image from Turn 2 in all details, including color, texture, and style.

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

The image background (minimalist white paneled wall with recessed moldings) and overall studio scene are consistent with the input image from Turn 1, with no significant changes.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the person's outfit in the image and choose the climate/weather condition from the list below that is most suitable for their current attire:
A. Formal evening gala
B. Summer beach day
C. Winter blizzard
D. Heavy rainstorm
E. None of the above
output: answer: A

turn: 2
modality: image
input: Now, based on the image from Turn 1, modify the person's outfit. The modified outfit should be suitable for a summer beach day, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the clothing's color, pattern, and style consistent. Only modify the type of clothing reasonably 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 in the image remains consistent with the Turn 1 input image, with no significant changes.

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

4. The person's outfit is suitable for a summer beach day environment.

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

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 jack, and keep all unrelated elements and details unchanged.
output: evaluation_points: 1. The modification to the person's pose (jumping jack) is accurately executed, with limb/body orientation matching the description.

2. The person's clothing (including its color, pattern, style, and type) remains strictly consistent with the clothing in the image generated in Turn 2. Specifically, the clothing type must be suitable for a summer beach day, as required in Turn 2.

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

4. The image background and overall scene remain consistent with the Turn 1 input image, with no significant changes.

5. The image can be clearly seen as a modification of the image generated in Turn 2 (the reference image for pose modification), not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the lower body garment (the main clothing from the waist to the ankles) of the person in the image, and from the following options, choose the one that most accurately describes its category name: A. Straight-leg trousers, B. Wide-leg trousers, C. Skinny jeans, D. A-line skirt, E. None of the above.
Options:
A. Straight-leg trousers
B. Wide-leg trousers
C. Skinny jeans
D. A-line skirt
E. None of the above
output: answer: B

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 midi-length pencil skirt. Ensure all unrelated element details remain unchanged.
output: evaluation_points: 1. The lower body garment has been successfully switched from wide-leg trousers to a midi-length pencil skirt, with its characteristic form-fitting silhouette and hemline clearly discernible.

2. All other unrelated clothing items (the white collared blouse, black pointed-toe pumps, and the thin gold bracelet) remain strictly consistent with the input image.

3. The person's characteristics (facial features, hairstyle, body type) and her standing pose with one hand on the wall remain consistent with the input image.

4. The image background and overall scene (the stark white architectural niche, light gray speckled floor, and sharp directional lighting) remain consistent with the input image, with no significant changes.

5. The image can be clearly identified as a modification of the picture provided in Turn 1 (input image), not a completely regenerated 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 a dramatic, arms-raised victory pose, while keeping all unrelated elements and details unchanged.
output: evaluation_points: 1. The person's pose modification to a dramatic, arms-raised victory pose is accurately executed, with both arms extended upwards and the body oriented consistently with the description.

2. The person's clothing (the white collared blouse, midi-length pencil skirt, black pointed-toe pumps, and thin gold bracelet) remains strictly consistent with the image generated in Turn 2 (output image).

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

4. The image background and overall scene (the stark white architectural niche, light gray speckled floor, and sharp directional lighting) remain consistent with the input image from Turn 1, with no significant changes.

5. The image can be clearly identified as a modification of the image generated in Turn 2 (output image), not a completely regenerated image.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the attire of the person in the image, and from the following options, choose the one that most accurately describes its category name: A. Evening gown, B. Cocktail dress, C. Maxi dress, D. Ball gown, 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 attire: switch it from its current category to a pair of wide-leg trousers. All unrelated element details must remain unchanged.
output: evaluation_points: 1. The attire is successfully switched from a gown to wide-leg trousers, with the trouser leg structure clearly discernible.

All unrelated elements of the outfit (e.g., the halter neckline, the color, the fabric sheen) remain strictly consistent with the Turn 1 input image.

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

The image background and overall scene remain consistent with the Turn 1 input image, showing 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 dialogue, modify the person's pose: change the person's pose to a dramatic arabesque (standing on one leg with the other leg extended straight behind and the torso leaning forward, arms extended), while keeping all unrelated elements and details unchanged.
output: evaluation_points: 1. The modification to the dramatic arabesque pose is accurately executed, with the limb positions and body orientation matching the description.

The person's attire (the wide-leg trousers and top) remains strictly consistent with the attire in the Turn 2 output image, which was modified to be a pair of wide-leg trousers as per Turn 2's instruction.

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

The image background and overall scene remain consistent with the Turn 1 input image, showing no significant changes.

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

turn: 1
modality: text
input: text: Observe the person's attire in the image and select the climate/weather condition from the list below that is most suitable for their current outfit:
A. Formal indoor event or office setting
B. Blizzard or heavy snowstorm
C. Tropical beach vacation
D. Desert hiking in midday sun
E. None of the above
output: answer: A

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

The image background (plain light-gray backdrop with official flags on the left) remains consistent with the Turn 1 input image, with no significant changes.

The person's gender, facial appearance (including features, expression, and the mole on the chin), hairstyle, and body type remain consistent with the Turn 1 input image, with no significant changes.

The person's attire is suitable for a tropical beach vacation environment (e.g., a short-sleeved shirt, polo shirt, or similar casual, lightweight top), as required by the Turn 2 input text.

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

The person's pose (standing upright, facing forward, shoulders square) and spatial arrangement in the frame remain consistent with the Turn 1 input image.

turn: 3
modality: image
input: Please modify the person's pose based on the image you generated in the conversation: change the person's posture to waving enthusiastically with one arm raised high, while keeping all unrelated elements and details unchanged.
output: evaluation_points: The modification to the person's posture, specifically 'waving enthusiastically with one arm raised high,' is accurately executed. The limb/body orientation matches the description.

The person's attire remains strictly consistent with the Turn 2 output image in terms of garment, color, and pattern, and must be suitable for a tropical beach vacation (e.g., a short-sleeved shirt, polo shirt, or similar casual, lightweight top) as required by the Turn 2 input text.

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

The image background and overall scene (studio portrait with light-gray backdrop and flags) 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.
Domain: Apparel / pose_alteration

turn: 1
modality: text
input: text: Observe the attire of the person in the image and select the climate/weather condition from the list below that is most suitable for the person's current outfit:
A. A formal indoor gala or evening event
B. A hot summer day at the beach
C. A cold, snowy winter day
D. A rainy, windy autumn day
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, snowy winter day, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the clothing's color, pattern, and style consistent. Only modify the clothing type as required to be reasonable for the new climate.
output: evaluation_points: The image can be clearly seen as a modification of the input image, not a completely regenerated image.

The background of the image remains consistent with the Turn 1 input image, with no significant changes to the foliage, wooden post, lantern, glass door, or stone pathway.

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

The person's outfit in the image is suitable for a cold, snowy winter day (e.g., long sleeves, pants, or a coat, while maintaining the black color scheme from the Turn 1 input image).

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/cut).

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 pose with both arms raised high above the head, while keeping all unrelated elements and details unchanged.
output: evaluation_points: The modification to the person's jumping pose with both arms raised high is accurately executed, with limb/body orientation matching the description.

The person's clothing strictly matches the clothing from the Turn 2 output image, which should be a winter outfit suitable for a cold, snowy winter day as required in Turn 2.

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

The image background and overall scene remain consistent with the Turn 1 input image, with no significant changes.

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

turn: 1
modality: text
input: text: Observe the person's outfit in the image and choose the climate/weather condition from the list below that is most suitable for their current attire:

A. A tropical beach on a sunny day
B. A chilly autumn day in the city
C. A blizzard with heavy snowfall
D. An intense summer heatwave
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 an intense summer heatwave, while keeping all other unrelated features (including the person themselves, the image background, etc.) and the clothing's color, pattern, and style consistent. Only modify the clothing type as required to be reasonable for the new climate.
output: evaluation_points: The image can be clearly seen as a modification of the input image, not a completely regenerated image.

The image background remains consistent with the Turn 1 input image, with no significant changes (e.g., the large matte yellow backdrop, the black clamp, the silhouetted tree branches).

The person's gender, appearance, facial features, hairstyle, body type, and action pose (standing upright, head tilted, hand on cheek) remain consistent with the Turn 1 input image, with no significant changes.

The person's outfit is suitable for an intense summer heatwave (e.g., lighter, shorter, or more breathable garments).

The visual appearance style of the person's entire outfit, including colors and patterns, remains consistent or highly similar to the Turn 1 input image, with no significant changes (excluding changes to clothing type/cut). For example, the charcoal gray and camel/beige color scheme and solid/ribbed textures should be preserved on the new summer-appropriate garments.

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 jumping in the air with both arms raised high above their head, while keeping unrelated elements and details unchanged.
output: evaluation_points: The modification to the person's pose, jumping in the air with both arms raised high above their head, is accurately executed, with limb/body orientation matching the description.

The person's clothing (the summer-appropriate outfit) remains strictly consistent with the Turn 2 output image in terms of style, color, and pattern. The outfit must remain suitable for an intense summer heatwave (e.g., lighter, shorter, or more breathable garments).

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

The image background and overall scene remain consistent with the Turn 1 input image, with no significant changes.

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