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

turn: 1
modality: text
input: text: Observe the cloud features in the input image and determine which cloud type or family it belongs to. A. Cumulus congestus, B. Humilis, C. Stratus, D. Cirrus, E. None of the above.
output: answer: B

turn: 2
modality: text
input: What kind of weather change does this cloud state typically indicate? A. Heavy rain and thunderstorms, B. Strong winds and dust storms, C. Fair weather with no significant changes, D. Fog and drizzle, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the original input image and your choice from the previous turn, generate the weather scene resulting from the evolution of this cloud layer.
output: evaluation_points: The sky state has changed to reflect fair weather with no significant changes (consistent with the correct option 'C' from Turn 2). The generated image must depict a clear or mostly clear sky, consistent with the 'fair weather' condition indicated by the chosen answer.

All other elements in the scene (trees, landscape, and non-sky features) remain identical to the Turn 1 input image.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the cloud features in the input image and determine which cloud type or family it belongs to. A. Cumulus congestus, B. Cumulus humilis, C. Stratus, D. Cirrus, E. None of the above.
output: answer: B

turn: 2
modality: text
input: What weather change does this cloud type typically indicate next? A. Heavy rain and thunderstorms, B. Overcast skies and light drizzle, C. Fair weather with light winds, no immediate precipitation, D. Strong winds and dust storms, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the original image and your previous choice, generate the weather scene resulting from the evolution of this cloud type.
output: evaluation_points: The sky state reflects fair weather, consistent with the weather change indicated by the cloud type identified in Turn 1 (Cumulus humilis) and selected in Turn 2 (Fair weather with light winds, no immediate precipitation). The clouds should appear as low, flat, or slightly dispersing, with no darkening or thickening indicative of precipitation.

All other elements (landscape, buildings, trees) are consistent with the Turn 1 input image.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the cloud features in the input image and determine which cloud type or form it belongs to. A. Cumulus congestus (tall, towering clouds), B. Humilis (low, flat cumulus clouds), C. Stratus (uniform, layered clouds), D. Cirrus (high, wispy clouds), E. None of the above.
output: answer: B

turn: 2
modality: text
input: What weather change does this cloud type typically indicate? A. Heavy rain and thunderstorms, B. Overcast skies and light drizzle, C. Stable weather with no significant precipitation, D. Fog formation, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the original input image and your choice from the previous turn, generate the weather scene resulting from the cloud evolution.
output: evaluation_points: The sky state reflects stable weather with no significant precipitation, consistent with the cloud type identified in Turn 1 (Humilis / low, flat cumulus clouds).

All other elements (ground, buildings, horizon) remain unchanged from the Turn 1 input image.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Please observe the cloud features in the input image and determine which cloud type or family they belong to. A. Cirrus, B. Humilis, C. Stratus, D. Cumulus congestus, E. None of the above.
output: answer: B

turn: 2
modality: text
input: What kind of weather change does this cloud type typically indicate? A. Thunderstorms with heavy rain, B. Dense fog, C. Stable weather with no immediate precipitation, D. Strong winds, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Please generate the weather scene that results from the evolution of the cloud layer based on the original image and your previous choice.
output: evaluation_points: The sky state has evolved in a manner consistent with the stable weather indicated by the choice 'C' in Turn 2, which corresponds to 'Stable weather with no immediate precipitation'. The clouds should remain flat and dispersed, maintaining fair weather conditions, consistent with the cloud type identified in Turn 1 (Humilis). The generated clouds must be of the Humilis type, as determined from the Turn 1 input image.

All other elements in the scene (such as buildings, landscape, and power lines) are identical to those in the Turn 1 input image and have not been modified.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the cloud layer features in the input image and determine which cloud family or type it belongs to. A. Cumulus, B. Cirrus, C. Altostratus, D. Stratus, E. None of the above.
output: answer: C

turn: 2
modality: text
input: What weather change does this cloud type typically indicate will happen next? A. Clear skies and sunshine, B. Strong winds and thunderstorms, C. Fog and low visibility, D. Light rain or snow is likely, E. None of the above.
output: answer: D

turn: 3
modality: image
input: Based on the original input image and your choice from the previous round, generate the weather scene resulting from the evolution of this cloud layer.
output: evaluation_points: The sky state changes to show light rain or snow, consistent with the weather change indicated by the correct option 'D' (Light rain or snow is likely) from Turn 2.

All other elements in the scene (e.g., grass, trees, flowers) remain unchanged from the Turn 1 input image.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Please observe the cloud features in the input image and determine which cloud type or form it belongs to. A. Cumulus, B. Stratus, C. Altostratus, D. Cirrus, E. None of the above.
output: answer: C

turn: 2
modality: text
input: What kind of weather change does this cloud type typically predict? A. Clear skies and sunshine, B. Light rain or snowfall, C. Thunderstorms with heavy rain, D. Strong gusty winds, E. None of the above.
output: answer: B

turn: 3
modality: image
input: Please generate the weather scene resulting from the evolution of this cloud layer based on the original image and your choice from the previous turn.
output: evaluation_points: The sky shows signs of light precipitation (rain or snow) as predicted by the correct option 'B' (Light rain or snowfall) in Turn 2.

All other elements in the scene (lake, trees, horizon) remain consistent with the Turn 1 input image, with no new elements added or existing ones removed.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the cloud features in the input image and determine which cloud type or family they belong to. A. Stratus, B. Altostratus, C. Cumulus, D. Cirrus, E. None of the above.
output: answer: B

turn: 2
modality: text
input: What weather change does this cloud type typically indicate next? A. Severe thunderstorms with heavy rain, B. Strong winds and dust storms, C. Light rain or drizzle, D. Clear skies and bright sunshine, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the original input image and your choice in the previous turn, generate the weather scene resulting from the evolution of this cloud layer.
output: evaluation_points: The sky shows signs of light rain (e.g., darker, more uniform cloud cover, visible raindrops) consistent with the evolution of the cloud type identified in Turn 1 (Altostratus).

All other elements in the scene (landscape, vegetation, mountains) remain unchanged from the Turn 1 input image.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the cloud features in the input image and determine which cloud type or family they belong to. A. Cumulus (fluffy, low clouds), B. Stratus (layered, low clouds), C. Cirrocumulus (high, small, patchy clouds), D. Cirrus (thin, wispy high clouds), E. None of the above.
output: answer: C

turn: 2
modality: text
input: What weather change does this cloud type typically indicate will happen next? A. Heavy rain, B. Snowstorm, C. Fair weather continuing, D. Thunderstorm, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the original input image and your choice from the previous turn, generate the weather scene resulting from the evolution of this cloud layer.
output: evaluation_points: The sky state changes to reflect fair weather continuing, consistent with the cloud type identified in Turn 1 (Cirrocumulus, high, small, patchy clouds) and its typical indication from Turn 2 (Fair weather continuing). The sky should be clear or have slightly scattered clouds, with reduced or modified cloud formations typical of stable conditions, while maintaining the blue sky tone from the Turn 1 input image.

All other elements in the scene (beach, shoreline, distant landscape) remain unchanged from the Turn 1 input image, with no alterations to terrain, vegetation, or objects.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the characteristics of the cloud layer in the input image and determine which cloud type or form it belongs to. A. Cumulus, B. Stratus, C. Cirrocumulus, D. Cirrus, E. None of the above.
output: answer: C

turn: 2
modality: text
input: What kind of weather change does this cloud state typically indicate? A. Clear skies continuing for the next few days, B. Approaching precipitation or a change in weather, C. Heavy snowfall in the next 24 hours, D. Strong winds with no precipitation, E. None of the above.
output: answer: B

turn: 3
modality: image
input: Please generate the weather scene that results from the cloud evolution based on your choice in the previous turn.
output: evaluation_points: The sky state changes to indicate approaching precipitation or a change in weather, as described in the correct option 'B' from Turn 2.

All other elements in the scene (mountains, communication towers, etc.) remain unchanged and consistent with the `Turn 1 input image`.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Observe the cloud features in the input image and determine which cloud type or family they belong to. A. Cumulus, B. Cirrocumulus, C. Stratus, D. Nimbostratus, E. None of the above.
output: answer: B

turn: 2
modality: text
input: What kind of weather change does this cloud type typically indicate? A. Approaching warm front, B. Thunderstorm, C. Dense fog, D. Clear skies, E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the original input image and your choice from the previous turn, generate the weather scene resulting from the evolution of this cloud layer.
output: evaluation_points: The sky state reflects the weather change indicated by the correct answer to Turn 2's question, which is 'Approaching warm front'. It should show signs such as increased cloud cover or subtle shifts in cloud type, consistent with the evolution from the cloud type identified in Turn 1 (Cirrocumulus).

All non-sky elements (mountains, communication towers, and terrain) from the Turn 1 input image are preserved and unchanged.
Domain: Weather / cloud_state_evolution

turn: 1
modality: text
input: text: Please observe the cloud features in the input image and determine which cloud type or family it belongs to. A. Cumulus, B. Stratus, C. Cirrocumulus, D. Cirrus, E. None of the above.
output: answer: C

turn: 2
modality: text
input: What kind of weather change does this cloud type typically indicate? A. Heavy rain immediately, B. Strong winds and thunderstorms, C. Fair weather continuing for the next few hours, D. Clear skies turning to frost, E. None of the above.
output: answer: C

turn: 3
modality: image
input: Please generate the weather scene resulting from the evolution of this cloud layer based on the original image and your choice in the previous turn.
output: evaluation_points: The sky state must depict fair weather continuing, consistent with the weather change indicated by cirrocumulus clouds (as determined in Turn 2's answer 'C'). The generated image should show cirrocumulus clouds present, with no significant darkening or thickening that would indicate an imminent weather change.

All non-sky elements (houses, trees, antenna) must be unchanged from the Turn 1 input image, maintaining consistency with the original reference scene.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, please generate the scene after it has been experiencing heavy rain for a period of time, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as currently raining.

2. The ground in the scene shows accumulated water (puddles), reflecting that the rain has been ongoing for a while.

3. The image is a modified version of the reference image, with the scene composition (objects, layout, perspective) remaining consistent with the original reference.

turn: 2
modality: image
input: Based on the previous image, rewind time to the moment when 'the rain has just started.' Generate the state of the scene at this moment.
output: evaluation_points: 1. Most ground water accumulation (puddles) is removed, but the ground retains a darker, wet appearance showing it has been recently dampened by rain.

Most ground water accumulation (puddles) is removed, but the ground retains a darker, wet appearance showing it has been recently dampened by rain. The scene composition (objects, layout, perspective) must remain consistent with the Turn 1 input image.

The scene structure remains consistent with the Turn 1 input image, clearly appearing as a modified version of it rather than a completely new image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, please generate what the scene would look like after experiencing a period of heavy rain, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as actively raining.

2. The scene's ground shows accumulated water/puddles, reflecting that the rain has been ongoing for a period of time.

3. The image is a modification of the reference image, with the scene composition (objects, layout, perspective) remaining consistent with the original reference.

turn: 2
modality: image
input: Based on the previous image (the scene after heavy rain), reverse time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier point in time.
output: evaluation_points: 1. Remove most of the ground water accumulation/puddles (water has receded), but the ground should still show darker, wet patches indicating it has been dampened by the initial rain.

2. The air should include rain streaks or droplets to indicate that it is currently raining.

The scene structure (objects, layout, perspective) must remain consistent with the turn 1 input image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, please generate the scene after it has been experiencing heavy rain for a period of time, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as actively raining.

2. The ground in the scene shows accumulated water/puddles, indicating the rain has been persistent.

3. The image is a modified version of the reference image, maintaining the original scene composition and structure.

turn: 2
modality: image
input: Based on the previous image, rewind time to the moment when 'the rain has just started.' Generate the state of the scene at this time.
output: evaluation_points: 1. Most ground water/puddles are removed (water has receded), but the ground retains a darker, wet appearance from the initial rain.

Raindrops or streaks are visible in the air, indicating the scene is currently raining, consistent with the 'heavy rain' condition described in Turn 1's prompt.

The scene structure remains consistent with the `Turn 1 input image`, clearly appearing as a modified version rather than a completely new image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, generate what the scene would look like after experiencing a period of heavy rain, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as actively raining.

2. The ground in the scene shows accumulated water (puddles/runoff), reflecting that the rain has been ongoing for a while.

3. The image is a clear modification of the reference image, maintaining the original scene composition and structure.

turn: 2
modality: image
input: Based on the previous image, reverse time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier time.
output: evaluation_points: Compared to Turn 1 output image (which depicted heavy rain with accumulated water), most ground water accumulation (puddles/runoff) is removed, but the ground retains a darker, wet appearance from the initial rain.

2. Raindrops or streaks are visible in the air, indicating the scene is in the process of starting to rain.

The scene structure remains consistent with the Turn 1 input image (the original dry scene), clearly appearing as a modified version rather than a completely new image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, please generate the scene during a period of heavy rain that has been ongoing for some time. The rain has not stopped.
output: evaluation_points: 1. The scene's weather is actively raining.

2. There is accumulated water on the ground (e.g., puddles, wet surfaces), indicating the rain has been persistent.

3. The image must be a clear modification of the reference image, maintaining the original scene composition and structure.

turn: 2
modality: image
input: Based on the previous image (the scene during ongoing heavy rain), please rewind time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier point in time.
output: evaluation_points: 1. Remove most of the accumulated ground water (e.g., puddles should be gone or significantly reduced), but the ground should still appear wet with darker patches or a damp sheen.

2. Include visual cues for light, beginning rain, such as faint raindrops or streaks in the air.

The scene must remain structurally consistent with the turn 1 input image, clearly appearing as a modified version of it rather than a completely new, unrelated image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, generate what the scene would look like after experiencing a period of heavy rain, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as actively raining.

2. The ground in the scene shows accumulated water/puddles, indicating the rain has been ongoing for a period of time.

3. The image is a modification of the reference image, maintaining the same scene composition and structure.

turn: 2
modality: image
input: Based on the previous image, rewind time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier point in time.
output: evaluation_points: 1. Most ground water/puddles are removed (water receded), but the ground retains darker, wet-looking patches showing it is damp from the initial rain.

2. Raindrops or streaks are visible in the air, indicating the scene is currently raining.

The scene structure remains consistent with the Turn 1 input image, clearly appearing as a modified version of it rather than a completely new image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, depict the scene during a period of heavy rain that has been ongoing for some time. The rain has not stopped.
output: evaluation_points: 1. The scene's weather is actively raining.

2. There is accumulated water on the ground, reflecting that the rain has been ongoing for a period of time.

3. The image is a modified version of the reference image, with the scene composition (objects, layout, perspective) remaining consistent with the original.

turn: 2
modality: image
input: Based on the previous image (the scene during ongoing heavy rain), reverse time to the moment when 'the rain has just started.' Depict the state of the scene at this earlier time.
output: evaluation_points: 1. Most of the accumulated ground water has receded or is absent, but the ground retains darker, wet patches indicating it has just been dampened by the initial rain.

2. Raindrops or streaks are visible in the air, showing that it is currently raining.

The scene structure (objects, layout, perspective) remains consistent with the Turn 1 input image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the input reference scene image, please generate the scene after it has experienced a period of heavy rain, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as actively raining.

2. The ground in the scene shows accumulated water (puddles), reflecting that the rain has been ongoing for a period of time.

3. The image is a modification of the reference image, with the scene composition (objects, layout, perspective) remaining consistent with the original.

turn: 2
modality: image
input: Based on the previous image, rewind time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier time.
output: evaluation_points: 1. Most ground puddles/accumulated water are removed, but the ground retains a darker, wet appearance showing it is damp from the initial rain.

2. Raindrops or streaks are visible in the air, indicating the scene is currently raining.

3. The scene structure remains consistent with the reference image, clearly appearing as a modified version of it rather than a completely new image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: text: Based on the provided reference scene image, please generate the scene after it has been experiencing heavy rain for a period of time, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather is depicted as actively raining.

2. The ground in the scene shows accumulated water (puddles), reflecting that the rain has been ongoing for a while.

3. The image is a modified version of the reference image, maintaining the same scene composition and structure.

turn: 2
modality: image
input: Based on the previous image, rewind time to the moment when 'the rain has just started.' Generate the state of the scene at this moment.
output: evaluation_points: 1. Most ground puddles are eliminated (water has receded), but the ground retains a darker, wet appearance from the initial rain.

2. Raindrops or streaks are visible in the air, indicating the scene is currently raining.

The scene structure remains consistent with the Turn 1 input image (the original reference scene before any rain), clearly appearing as a modification of it rather than a completely new image.