ccccEsion/IMUG-Bench huggingface dataset:
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear image of a simulated base on the surface of Mars.
output: evaluation_points: 1. The scene in the image matches the description of a simulated base on the surface of Mars.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the entire space appears reddish-brown and dim, with significantly reduced visibility.
output: evaluation_points: 1. The color tone of the image matches the description of a reddish-brown, dim hue.

2. Visibility is significantly reduced, with distant objects almost disappearing.

3. The visible structures and elements in the image (e.g., the layout and design of the simulated base) remain consistent with the `Turn 1 output image`, showing it is a modification of that image rather than a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what natural meteorological or disaster event is most likely causing this visibility reduction and color change?
Options:
A. Heavy snowfall
B. A thick fog
C. A volcanic eruption
D. A Martian dust storm
E. None of the above.
output: answer: D

turn: 4
modality: text
input: Under natural conditions, what meteorological condition is most conducive to rapidly dispersing this phenomenon and restoring visibility?
Options:
A. A strong, sustained wind
B. A sudden drop in atmospheric pressure
C. An increase in humidity leading to precipitation
D. A temperature inversion
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear image of a lakeside villa at dawn.
output: evaluation_points: 1. The scene in the image matches the description of a lakeside villa at dawn.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the entire space appears filled with a thin, low-lying mist that reduces visibility. The mist should be close to the ground.
output: evaluation_points: 1. The color tone of the image matches the muted, grayish-white or bluish-gray hue typical of visibility-reducing fog.

2. Visibility is significantly reduced, with distant objects almost disappearing.

3. The composition and visible elements in the image (specifically the lakeside villa at dawn) remain consistent with the `Turn 1 output image`, showing it was modified from that image rather than being a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural meteorological or hazard cause for this visibility reduction and color tone change?

Options:
A. Radiation Fog
B. Smog (Industrial/Urban Pollution)
C. Heavy Rain
D. Sandstorm
E. None of the above.
output: answer: A

turn: 4
modality: text
input: Under natural conditions, which meteorological condition is most favorable for rapidly dispersing this phenomenon and restoring visibility?

Options:
A. Strong Sunshine and Rising Temperatures
B. Calm Winds and Stable Air
C. Increased Humidity and Cloud Cover
D. Light Drizzle
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear interior view of a flour mill workshop.
output: evaluation_points: 1. The scene in the image matches the description of a flour mill workshop interior.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the space appears filled with a dense, white haze of suspended particles, significantly reducing visibility.
output: evaluation_points: 1. The overall color tone of the image is a hazy, muted white/gray, consistent with reduced visibility due to suspended particles.

2. Visibility is significantly reduced, with distant objects almost completely obscured.

The composition and core elements (layout, machinery, structures) of the flour mill workshop interior remain consistent with the Turn 1 output image, clearly showing it is a modified version and not a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural meteorological or hazard-related cause for this visibility reduction and color tone change?
Options:
A. Heavy rainstorm
B. Dense fog
C. Industrial dust explosion aftermath
D. Volcanic ash cloud
E. None of the above.
output: answer: C

turn: 4
modality: text
input: Under natural conditions, what meteorological condition would most effectively and rapidly disperse this phenomenon and restore visibility?
Options:
A. Strong, steady wind
B. Intense, prolonged sunlight (high temperature)
C. Heavy, continuous rainfall
D. A sudden drop in atmospheric pressure
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear image of the high-rise building cluster in Beijing's CBD.
output: evaluation_points: 1. The scene in the image matches the description: a cluster of high-rise buildings in Beijing's CBD.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the entire space appears with a strong, grayish-brown haze, giving it a grainy texture and significantly reducing visibility.
output: evaluation_points: 1. The color tone of the image matches the description: a grayish-brown hue associated with reduced visibility.

2. Visibility is significantly reduced, with distant objects almost disappearing.

3. The composition and visible elements in the image remain consistent with the `Turn 1 output image` (depicting a cluster of high-rise buildings in Beijing's CBD), indicating it is a modification rather than a completely new image. The core subject (the high-rise building cluster) must be preserved as specified in Turn 1's text: 'a clear image of the high-rise building cluster in Beijing's CBD.'

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural meteorological or disaster-related cause for this reduction in visibility and change in color tone?
Options:
A. Heavy smog
B. Light fog
C. Heavy rain
D. Sandstorm
E. None of the above.
output: answer: A

turn: 4
modality: text
input: Under natural conditions, which meteorological condition is most conducive to rapidly dispersing this phenomenon and improving visibility?
Options:
A. Strong wind
B. Light drizzle
C. High humidity
D. Calm air
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear depiction of the ruins of a city that has just experienced an earthquake.
output: evaluation_points: 1. The scene in the image matches the description: the ruins of a city that has just experienced an earthquake.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the entire space appears filled with a thick, gray haze of building dust, significantly reducing visibility.
output: evaluation_points: 1. The overall color tone of the image matches the description of a gray, dusty haze.

2. Visibility is significantly reduced, with distant objects almost disappearing.

3. The visible structures and elements in the image remain consistent with the ruins of a city that has just experienced an earthquake (as depicted in the Turn 1 output image), appearing as a modification of that image rather than a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural disaster or meteorological cause for this visibility reduction and color change?
Options:
A. A recent earthquake
B. A heavy rainstorm
C. A thick morning fog
D. A volcanic eruption
E. None of the above.
output: answer: A

turn: 4
modality: text
input: Under natural conditions, what meteorological condition would most effectively and quickly disperse this phenomenon, allowing visibility to recover?
Options:
A. A strong, steady wind
B. A light drizzle
C. A period of intense, dry heat
D. A sudden drop in temperature
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear image of a rural road in Hokkaido.
output: evaluation_points: 1. The scene in the image matches the description of a rural road in Hokkaido.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the entire space appears filled with dense, swirling snow that turns the entire scene a uniform, bright white, drastically reducing visibility.
output: evaluation_points: 1. The overall color tone of the image is a bright, uniform white, consistent with a severe reduction in visibility.

2. Visibility is significantly reduced, with distant objects almost completely obscured or vanished.

The visible composition and elements (e.g., the road, nearby landscape features) remain consistent with the `Turn 1 output image` (which was generated based on the requirement for a 'rural road in Hokkaido'), clearly showing this is a modification of that image and not a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural meteorological or disaster-related cause for this kind of visibility drop and color change?

Options:
A. Heavy Fog
B. A Severe Blizzard
C. A Sandstorm
D. Heavy Rain
E. None of the above.
output: answer: B

turn: 4
modality: text
input: Under natural conditions, which meteorological condition would most likely cause this phenomenon to dissipate quickly and allow visibility to recover?

Options:
A. A strong, warm wind (Chinook/Foehn effect)
B. The arrival of a second, even stronger blizzard
C. A sudden drop in temperature
D. The onset of freezing rain
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear scene of a redwood forest in California.
output: evaluation_points: 1. The scene in the image matches the description of a redwood forest in California.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the space appears hazy with a dark orange/gray tint and visible smoke particles.
output: evaluation_points: 1. The color tone of the image matches the description of a dark orange/gray haze.

2. Visibility is significantly reduced, with distant objects almost disappearing.

3. The composition and visible elements in the image (e.g., the redwood forest scene) remain consistent with the `Turn 1 output image`, appearing as a modification of that image rather than a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what natural weather phenomenon or disaster is most likely causing this reduction in visibility and change in color tone?

Options:
A. Heavy rainfall
B. Wildfire smoke
C. Dense morning fog
D. Blizzard conditions
E. None of the above.
output: answer: B

turn: 4
modality: text
input: Under natural conditions, which weather condition is most conducive to rapidly dispersing this phenomenon and improving visibility?

Options:
A. Strong, sustained winds
B. Continued calm, stagnant air
C. Light drizzle
D. Intense heatwave
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear scene of a river in a tropical rainforest.
output: evaluation_points: 1. The scene in the image matches the description of a river in a tropical rainforest.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the scene so that the air throughout the space appears to be filled with a dense, dark, vertical curtain of precipitation, significantly reducing visibility.
output: evaluation_points: 1. The color palette of the image is dark and gray, matching the description of reduced visibility.

2. Visibility is significantly reduced, with distant objects almost disappearing.

The composition and elements visible in the image (e.g., the river, rainforest setting) remain consistent with the Turn 1 output image, which depicted a scene of a river in a tropical rainforest as per the Turn 1 instruction.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what natural weather phenomenon or disaster is most likely causing this reduction in visibility and change in color tone?
Options:
A. Heavy snowfall
B. Sandstorm
C. Heavy rainstorm
D. Dense fog
E. None of the above.
output: answer: C

turn: 4
modality: text
input: Under natural conditions, what weather condition is most conducive to rapidly dispersing this phenomenon and improving visibility?
Options:
A. Strong winds
B. Continued heavy rain
C. Arrival of a cold front
D. Intense sunlight and rising temperatures
E. None of the above.
output: answer: D
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear image of a village on the Loess Plateau.
output: evaluation_points: 1. The scene in the image matches the description of a village on the Loess Plateau.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the space appears hazy with a yellowish-brown tint, significantly reducing visibility.
output: evaluation_points: 1. The color palette of the image matches the described yellowish-brown hue associated with reduced visibility.

2. Visibility is significantly reduced, with distant objects almost disappearing.

The composition and elements visible in the image (e.g., the village on the Loess Plateau) remain consistent with the `Turn 1 output image`, showing it is a modification rather than a completely new generation. The village must match the description of a village on the Loess Plateau as required in Turn 1.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural meteorological or disaster-related cause for this reduction in visibility and change in color tone?
Options:
A. Heavy snowfall
B. Dense fog
C. Dust storm (blowing dust and sand)
D. Volcanic ash cloud
E. None of the above.
output: answer: C

turn: 4
modality: text
input: Under natural conditions, what meteorological condition is most conducive to rapidly dispersing this phenomenon and improving visibility?
Options:
A. A strong, sustained wind
B. A period of calm, still air
C. Light, intermittent drizzle
D. A sudden drop in temperature
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear scene of a harbor in a coastal city.
output: evaluation_points: 1. The scene in the image matches the description of a harbor in a coastal city.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the space appears as a moist, white veil covering the sea surface, significantly reducing visibility.
output: evaluation_points: 1. The color tone of the scene matches the description of a moist, white veil covering the sea surface.

2. Visibility is significantly reduced, with distant objects almost disappearing.

The visible structures and elements in the image (e.g., harbor layout, coastal city buildings, sea surface) remain consistent with the `Turn 1 output image` (which should depict a clear harbor scene as per the Turn 1 instruction), showing it was modified from that image rather than being a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what natural weather phenomenon or hazard is most likely causing this visibility reduction and color tone change?
Options:
A. Sea fog
B. Sandstorm
C. Heavy rain
D. Volcanic ash
E. None of the above.
output: answer: A

turn: 4
modality: text
input: Under natural conditions, what weather condition is most conducive to rapidly dispersing this phenomenon and restoring visibility?
Options:
A. Strong winds
B. Continued calm winds
C. Increased humidity
D. Light drizzle
E. None of the above.
output: answer: A
Domain: Weather / visibility_obscuration

turn: 1
modality: image
input: Please generate a clear scene of an industrial area with a cluster of smokestacks.
output: evaluation_points: 1. The scene in the image matches the description: an industrial area featuring a group of smokestacks.

turn: 2
modality: image
input: Based on the image from Turn 1, modify the picture so that the air throughout the entire space appears hazy with a light bluish or brownish tint, significantly reducing visibility.
output: evaluation_points: 1. The overall color tone of the image matches the described hazy, light bluish or brownish tint.

2. Visibility is significantly reduced, with distant objects nearly disappearing.

3. The composition and visible elements (e.g., smokestacks, industrial structures) remain consistent with the Turn 1 output image, which depicted an industrial area with a cluster of smokestacks. This ensures it is a modification of that image and not a completely new generation.

turn: 3
modality: text
input: Observing the image generated in Turn 2, what is the most likely natural meteorological or environmental disaster cause for this type of visibility reduction and color change?

Options:
A. Fog
B. Photochemical smog
C. Sandstorm
D. Heavy rain
E. None of the above.
output: answer: B

turn: 4
modality: text
input: Under natural conditions, which meteorological condition is most conducive to rapidly dispersing this phenomenon and restoring visibility?

Options:
A. A strong, steady wind
B. High atmospheric pressure and stable conditions
C. Intense sunlight and high temperatures
D. Light drizzle or mist
E. None of the above.
output: answer: A
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Observe the state of the scene in the input image and estimate the approximate wind force level. A. 0 (Calm), B. 1 (Light Air), C. 4 (Moderate Breeze), D. 7 (Near Gale), E. None of the above.
output: answer: B

turn: 2
modality: image
input: Based on the original input image, generate the scene under 6 (Strong Breeze) conditions.
output: evaluation_points: Elements such as the banner, trees, and other hanging objects must display the characteristic features of a strong breeze (level 6), including more vigorous flapping of the banner and noticeable swaying of trees.

The basic composition of the scene (e.g., building structure, plant arrangement, overall layout) remains unchanged; the image is a modification of the Turn 1 input image, not an entirely new scene.
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Observe the state of the scene in the input image and estimate the approximate wind force level. A. 5, B. 8, C. 2, D. 11, E. None of the above.
output: answer: C

turn: 2
modality: image
input: Based on the original input image, generate the scene under Beaufort Scale 5 (Fresh Breeze) conditions.
output: evaluation_points: Elements like trees, the flag, and hanging objects (e.g., swings) must display characteristics of Beaufort Scale 5 (Fresh Breeze) conditions (e.g., small branches moving, flag extended and flapping, slight movement of swings).

The basic composition and elements of the scene (playground equipment, trees, flagpole) must remain unchanged from the Turn 1 input image, modified only to reflect Beaufort Scale 5 (Fresh Breeze) conditions, not a completely new image.
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Observe the state of the scene in the input image and estimate the approximate wind force level.
Options:
A. 4
B. 0
C. 7
D. 9
E. None of the above.
output: answer: B

turn: 2
modality: image
input: Based on the original image, generate the scene with a wind force level of 7 (this level should differ significantly from the original, e.g., if the original is calm, use strong wind).
output: evaluation_points: Elements like trees, smoke, and other movable objects must exhibit characteristics consistent with wind force 7 (e.g., trees bent at an angle, smoke blown horizontally, grass swaying vigorously).

The scene's basic composition and core elements (house, chimney, trees) must remain unchanged from the Turn 1 input image, modified only to reflect the target wind force level of 7.
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Please observe the state of the scene in the input image and estimate the approximate wind force level.
Options:
A. 5 (Fresh breeze)
B. 2 (Light breeze)
C. 11 (Storm)
D. 8 (Gale)
E. None of the above.
output: answer: B

turn: 2
modality: image
input: Please generate the scene based on the original input image, showing what it would look like under a wind force of 8 (gale).
output: evaluation_points: Trees and branches should be bent or swaying significantly due to strong wind, with leaves being blown off the trees and scattered in the air.

The scene's basic composition (tree-lined street, pavement, background) remains consistent with the Turn 1 input image, but elements are modified to reflect the target wind force of 8 (gale) (e.g., leaves are not just on the ground but also in motion, trees show signs of strong wind stress).
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Observe the state of the scene in the input image and estimate the approximate wind force level. A. 1 (Light Air), B. 3 (Gentle Breeze), C. 6 (Fresh Breeze), D. 9 (Gale), E. None of the above.
output: answer: C

turn: 2
modality: image
input: Based on the original input image, generate the scene under a wind force level of 1 (Light Air).
output: evaluation_points: The hair, clothing, and any other wind-affected elements in the image must display the characteristics appropriate for a wind force of 1 (e.g., hair barely moving, no significant sway).

The overall scene composition and elements (e.g., background, railing, clothing) remain consistent with the Turn 1 input image, with only wind-related changes applied.
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Observe the state of the scene in the input image and estimate the approximate wind force level. A. 0, B. 2, C. 5, D. 8, E. None of the above.
output: answer: B

turn: 2
modality: image
input: Based on the original input image, generate the scene under a wind force level of 5.
output: evaluation_points: The clothes and hanging items in the image must display the typical characteristics of wind force 5 (e.g., significant billowing, noticeable movement of light fabrics).

The scene's basic composition and elements (building structure, balconies, clotheslines) remain consistent with the `Turn 1 input image`, with modifications only to reflect the increased wind force.
Domain: Weather / wind_force_modification

turn: 1
modality: text
input: text: Please observe the state of the scene in the input image and estimate the current wind force level.
Options:
A. 0
B. 3
C. 5
D. 7
E. None of the above.
output: answer: A

turn: 2
modality: image
input: Please generate the scene from the original image as it would appear under a wind force of 7 (this level is significantly different from the original, as the original is calm, so we change to strong wind).
output: evaluation_points: The flag in the image should be blowing strongly, indicating wind force 7, rather than hanging straight as in the Turn 1 input image.

Trees and other movable elements (e.g., playground equipment) should show visible movement consistent with strong wind, while the overall scene layout remains unchanged from the Turn 1 input image.