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

turn: 1
modality: image
input: text: Please edit the appearance of the person's clothing based on the given image: Use the person's skirt in the image 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, while keeping unrelated elements unchanged.
output: evaluation_points: Every piece of modified clothing (the crop top) has been successfully changed to match the main color and pattern of the reference skirt from the Turn 1 input image (the deep black with shimmering blue/indigo floral embroidery). The color and intricate pattern should be visually identical.

The style and structure of each garment (the off-the-shoulder crop top, the multi-tiered skirt) remain unchanged.

The image background environment (the indoor studio with light gray paneled wall and floor) is consistent with the input image, with no significant changes.

The person's characteristics (gender, face, hairstyle, body type) and pose (confident stance with left hand on hip) 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 crop top should be now? Please choose the most appropriate option:
A. Deep black with shimmering blue floral embroidery
B. Solid deep black
C. Solid light gray
D. Solid white
E. None of the above
output: answer: A

turn: 3
modality: text
input: Combined with your latest generated image, now assume the person is going to attend a formal gala dinner. Please select the most suitable outfit description:
A. A sleek, floor-length black evening gown with a high slit and minimal jewelry.
B. A casual denim jacket paired with jeans and sneakers.
C. A professional business suit with a white blouse and trousers.
D. A vibrant, patterned summer dress with sandals.
E. None of the above
output: answer: A

turn: 4
modality: image
input: Now, please modify your latest generated image to dress the person in the outfit you selected in the previous round, but only modify the clothing, do not modify the person or the setting.
output: evaluation_points: The person's outfit matches the description of the correct option from Turn 3: a sleek, floor-length black evening gown with a high slit. The gown should be formal and elegant, suitable for a gala.

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

The image background and overall scene (indoor studio setting) are 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: Botany / abiotic_stress

turn: 1
modality: image
input: Generate a healthy lettuce plant growing in a pot.
output: evaluation_points: 1. The plant is depicted as healthy and in good condition.

2. The plant is clearly shown growing in a pot, with the pot and soil details visible.

3. The plant's morphology is clearly recognizable as that of a lettuce plant.

turn: 2
modality: text
input: If this plant were placed in an environment of severe drought for one week, while all other unrelated conditions remained optimal, what would be the most likely primary morphological change observed?

Options:
A. Leaves become turgid and stand upright.
B. Leaves wilt and droop overall, become soft, and turn dull in color.
C. Leaves develop numerous small, dark spots.
D. Leaves curl inward tightly at the edges.
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the image from Turn 1, generate the morphology of this plant after suffering from severe drought for one week. The generating should show typical stress damage characteristics.
output: evaluation_points: 1. The plant clearly appears unhealthy or damaged, with the damage characteristics biologically consistent with the effects of severe drought (i.e., the correct option from Turn 2: leaves wilt and droop overall, become soft, and turn dull in color). It should not look healthy or show damage from other incorrect conditions.

The pot and background environment remain unchanged from the image generated in Turn 1.

The image is recognizable as a modified version of the plant from the image generated in Turn 1, showing a clear transformation from the original state.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate a healthy azalea plant growing in a pot.
output: evaluation_points: 1. The plant appears healthy and vigorous, with no signs of stress or disease.

2. The plant is clearly shown growing in a pot, with the pot and soil details visible.

3. The plant's morphology (e.g., leaf shape, growth habit) is clearly recognizable as an azalea.

turn: 2
modality: text
input: If this plant is placed in a saline soil environment for one week, while all other conditions remain optimal, what is the most likely primary morphological change to be observed?

Options:
A. Leaves develop a uniform yellowing between veins.
B. Leaf tips and margins become scorched and brown, followed by the entire leaf turning yellow and falling off.
C. Leaves curl inward and develop a silvery sheen.
D. Stems become elongated and spindly.
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the image from Turn 1, generate the same plant after suffering from salinity stress for one week. The generating should show typical damage characteristics.
output: evaluation_points: 1. The plant clearly shows signs of distress or damage. The damage characteristics (scorched leaf tips/margins progressing to overall yellowing and leaf drop) must match the biological manifestation of salinity stress (the correct option from Turn 2), not a healthy state or symptoms of other stresses.

The pot and background environment remain identical to those in the Turn 1 output image.

3. The image is recognizable as a modified version of the Turn 1 plant, showing a clear progression from the healthy state.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate two potted plants placed side by side. On the left is a Cactus, and on the right is a Sunflower. Both plants should currently appear healthy and in good condition.
output: evaluation_points: 1. The image must contain two distinct plants. The plant on the left must be a Cactus, and the plant on the right must be a Sunflower.

2. Both the Cactus and the Sunflower must be depicted as healthy and thriving.

3. The composition should show the two plants side by side, each in its own separate pot.

turn: 2
modality: text
input: The environmental conditions suddenly change to: a complete lack of watering for one month, while all other conditions remain suitable. Predict the difference in the state of the two plants after one month.

Options:
A. The Cactus remains largely unchanged, while the Sunflower shows severe wilting.
B. Both the Cactus and the Sunflower show severe wilting.
C. Both the Cactus and the Sunflower remain healthy.
D. The Sunflower remains largely unchanged, while the Cactus shows severe wilting.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, generate the morphological changes of the two plants after one month under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Cactus's morphology should remain largely unchanged or show only minor changes, reflecting its high tolerance.

2. The Sunflower should show signs of severe wilting, reflecting its low tolerance, as described in the correct option from Turn 2.

The left-right positioning of the plants (Cactus on the left, Sunflower on the right) and the style of their pots must remain the same as in the Turn 1 output image. The background should also be consistent with the Turn 1 output image.

It should be clearly apparent that this image is a modified version of the Turn 1 output image, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate two potted plants placed side-by-side. On the left is a Water Lily, and on the right is a Cactus. Both plants should appear healthy and in good condition.
output: evaluation_points: 1. The image contains two distinct plants. The plant on the left is a Water Lily, and the plant on the right is a Cactus.

2. Both plants are depicted as healthy and thriving.

3. The composition is side-by-side, with each plant in its own separate pot.

turn: 2
modality: text
input: The environmental conditions suddenly change to: complete submersion in water, while all other conditions remain suitable. Predict the difference in the state of the two plants after one month.

Options:
A. The Water Lily rots and dies, while the Cactus remains healthy.
B. The Cactus rots and dies, while the Water Lily remains healthy.
C. Both plants rot and die.
D. Both plants remain healthy.
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, generate the morphological changes of the two plants after one month under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Water Lily on the left remains largely unchanged or shows only minor alterations, reflecting its high tolerance.

2. The Cactus on the right shows signs of rotting and decay, reflecting its low tolerance.

The left-right positioning of the plants (Water Lily on the left, Cactus on the right) and the style of the pots remain consistent with the Turn 1 output image. The background is also identical to the Turn 1 output image.

It is clearly evident that this image is a modified version of the Turn 1 output image, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate two potted plants placed side by side. On the left is a healthy Aloe Vera plant. On the right is a healthy Lettuce plant. Both plants should be depicted in a good, thriving state.
output: evaluation_points: 1. The image contains two distinct plants. The plant on the left must be an Aloe Vera, and the plant on the right must be Lettuce.

2. Both the Aloe Vera and the Lettuce are shown in a healthy, robust growing condition.

3. The composition is side-by-side, with each plant occupying its own distinct pot.

turn: 2
modality: text
input: The environmental conditions suddenly change to a period of intense heat and drought, while all other conditions remain suitable. Predict the difference in the state of the two plants after one month.

Options:
A. The Aloe Vera remains largely unchanged, while the Lettuce rapidly wilts.
B. Both the Aloe Vera and the Lettuce rapidly wilt.
C. Both the Aloe Vera and the Lettuce remain healthy and unchanged.
D. The Lettuce remains largely unchanged, while the Aloe Vera rapidly wilts.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, generate the morphological changes of the two plants after one month under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Aloe Vera's morphology remains largely unchanged or shows only minor signs of stress, demonstrating its high tolerance.

2. The Lettuce shows clear signs of rapid wilting (e.g., drooping, shriveled leaves), demonstrating its low tolerance, consistent with the correct option from Turn 2.

3. The left-right positioning of the plants, the style of their pots, and the background must be identical to the image generated in response to Turn 1.

4. It must be visually apparent that this image is a modified version of the image generated in response to Turn 1, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Please generate two potted plants placed side by side: on the left is a Pine Seedling, and on the right is a Banana Tree. Both plants should currently be in a healthy, thriving state.
output: evaluation_points: 1. The image must contain two distinct plants: the left plant is a Pine Seedling, and the right plant is a Banana Tree.

2. Both plants are depicted as healthy and in good growing condition.

3. The composition is side-by-side, with each plant occupying its own distinct pot.

turn: 2
modality: text
input: The environmental conditions suddenly change to: severe sub-zero frost and freezing temperatures, while all other conditions remain suitable. Predict the difference in the state of the two plants after one month.

Options:
A. The Pine Seedling remains largely unchanged, while the Banana Tree shows severe leaf frost damage and necrosis.
B. Both the Pine Seedling and the Banana Tree wither and die.
C. Both the Pine Seedling and the Banana Tree continue to grow healthily.
D. The Banana Tree remains largely unchanged, while the Pine Seedling shows severe leaf frost damage and necrosis.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about the growth states, please generate the morphological changes of the two plants after one month under the conditions described in the previous dialogue. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Pine Seedling's morphology remains largely unchanged or shows only minor changes (reflecting high tolerance).

2. The Banana Tree exhibits severe leaf frost damage and necrosis (reflecting low tolerance, consistent with the correct option in Turn 2).

The left-right positional relationship of the two plants, the pot styles, and the background remain consistent with the Turn 1 output image.

It should be clearly apparent that this image is a modification of the Turn 1 output image, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate two potted plants placed side by side. On the left is a healthy Rice plant. On the right is a healthy Corn plant. Both plants should be depicted in a good, healthy growing state.
output: evaluation_points: 1. The image contains two distinct plants. The plant on the left is Rice, and the plant on the right is Corn.

2. Both plants are depicted in a healthy, thriving state.

3. The composition shows the plants side-by-side, each in its own separate pot.

turn: 2
modality: text
input: The environmental conditions suddenly change to: prolonged waterlogging of the roots. All other conditions remain suitable. Predict the difference in the state of the two plants one month later.

Options:
A. The Rice plant wilts severely, while the Corn plant remains healthy.
B. The Rice plant remains largely unchanged, while the Corn plant suffers from root rot due to oxygen deprivation.
C. Both plants wilt and die.
D. Both plants continue to grow healthily.
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, generate the morphological changes of the two plants one month later under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Rice plant's morphology remains largely unchanged or shows only minor signs of stress, reflecting its high tolerance.

2. The Corn plant shows clear signs of root rot due to oxygen deprivation, reflecting its low tolerance, consistent with the correct option from Turn 2.

The left/right positioning of the plants, the style of the pots, and the background remain consistent with the Turn 1 output image.

The image should clearly appear to be a modified version of the Turn 1 output image, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate two potted plants placed side-by-side. On the left is a Pothos plant. On the right is a Succulent plant. Both plants should be depicted as currently healthy and in good condition.
output: evaluation_points: 1. The image contains two distinct plants. The plant on the left is a Pothos, and the plant on the right is a Succulent.

2. Both plants are depicted in a healthy, thriving state.

3. The composition is side-by-side, with each plant occupying its own distinct pot.

turn: 2
modality: text
input: The environmental conditions change drastically to: prolonged darkness with no light, while all other conditions (like watering, temperature) remain suitable. Predict the difference in the state of the two plants after one month.

Options:
A. The Pothos becomes severely etiolated and discolored, while the Succulent remains unchanged.
B. The Succulent becomes severely etiolated and discolored, while the Pothos remains mostly unchanged.
C. Both plants become severely etiolated and discolored.
D. Both plants remain healthy and unchanged.
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, generate the morphological changes of the two plants after one month under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Pothos (left plant) shows minimal or very slight morphological change, demonstrating high tolerance.

2. The Succulent (right plant) shows signs of severe etiolation (excessive, weak growth) and discoloration, demonstrating low tolerance.

The left/right positioning of the plants and the style of their pots remain consistent with the output image from Turn 1. The background is also consistent with the output image from Turn 1.

It should be clearly apparent that this image is a modified version of the output image from Turn 1, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Please generate two potted plants placed side by side. On the left is a Populus euphratica (Populus euphratica), and on the right is a Willow. Both plants are currently in a healthy and thriving state.
output: evaluation_points: 1. The image must contain two distinct plants. The plant on the left must be a Populus euphratica, and the plant on the right must be a Willow.

2. Both plants must be depicted in a healthy, flourishing state.

3. The composition must show them side-by-side, each in its own separate pot.

turn: 2
modality: text
input: Assume the environmental conditions suddenly change to severe soil salinization, while all other conditions remain suitable. Predict the difference in the state of the two plants one month later.

Options:
A. The Populus euphratica withers and turns yellow, while the Willow remains healthy.
B. The Willow withers and turns yellow, while the Populus euphratica remains healthy.
C. Both plants wither, turn yellow, and die.
D. Both plants remain healthy and show no significant change.
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, please generate the morphological changes of the two plants one month later under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Populus euphratica (left plant) should appear largely unchanged or show only minor signs of stress, reflecting its high tolerance.

2. The Willow (right plant) should show clear signs of withering, yellowing, and dying, reflecting its low tolerance.

The left/right positioning of the plants, the style of their pots, and the background must remain consistent with the Turn 1 output image.

The image must clearly appear to be a modified version of the Turn 1 output image, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Please generate two potted plants placed side by side. On the left is a Moss plant, and on the right is a Rose plant. Both plants should currently be in a healthy and thriving state.
output: evaluation_points: 1. The image contains two distinct plants. The plant on the left must be Moss, and the plant on the right must be Rose.

2. Both the Moss and the Rose are depicted as healthy, vibrant, and in good growing condition.

3. The composition shows the two plants side-by-side, each occupying its own distinct pot.

turn: 2
modality: text
input: Assume the environmental conditions suddenly change to become extremely humid and cold, while all other conditions remain suitable for plant growth. Predict the difference in the state of the two plants after one month.

Options:
A. The Moss thrives and the Rose wilts.
B. Both plants wither and die.
C. The Rose thrives and the Moss wilts.
D. Both plants remain healthy and unchanged.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, please generate the morphological changes of the two plants after one month under the conditions described in the previous turn. All other unrelated elements and details should remain unchanged.
output: evaluation_points: 1. The Moss plant's morphology remains largely unchanged or shows only minor variations, demonstrating its high tolerance.

2. The Rose plant shows signs of infection, mold, and rot, demonstrating its low tolerance to the conditions.

The left-right positioning of the plants (Moss on the left, Rose on the right) and the style of their pots must remain identical to the image generated in Turn 1. The background should also be consistent with the image generated in Turn 1.

It should be clearly apparent that this image is a modified version of the image generated in Turn 1, not a completely new generation.
Domain: Botany / abiotic_stress

turn: 1
modality: image
input: Generate two potted plants placed side by side: on the left is a healthy Sunflower, and on the right is a healthy Fern. Both plants are currently in good, thriving condition.
output: evaluation_points: 1. The image must contain two distinct plants: the left plant is a Sunflower, and the right plant is a Fern.

2. Both plants are depicted as healthy and in good growing condition.

3. The composition shows the plants side by side, each in its own separate pot.

turn: 2
modality: text
input: The environmental conditions suddenly change to: intense sunlight and scorching heat, while all other conditions remain optimal. Predict the difference in the state of the two plants after one month:
Options:
A. The Sunflower remains largely unchanged, while the Fern shows leaf scorch and drying.
B. Both plants wither and die.
C. Both plants continue to thrive and grow healthily.
D. The Fern remains largely unchanged, while the Sunflower shows leaf scorch and drying.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1 and your reasoning about their growth states, generate the morphological changes of the two plants after one month under the conditions described in the previous turn. Ensure all other unrelated elements and details remain unchanged.
output: evaluation_points: 1. The Sunflower's morphology remains largely unchanged or shows only minor variations, reflecting its high tolerance.

2. The Fern exhibits leaf scorch and drying, consistent with the correct option from Turn 2, reflecting its low tolerance.

The left-right positioning of the plants and the style of their pots remain identical to the Turn 1 output image, and the background is also consistent with the Turn 1 output image.

It should be clearly evident that this image is a modification of the Turn 1 output image, not a completely new generation.