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

turn: 1
modality: image
input: text: Based on the input 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 currently 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. Remove most of the ground water accumulation (puddles recede), but the ground should still show a darker, wet appearance from being dampened by the initial rain.

2. Include visible raindrops or streaks in the air to indicate that it is currently raining.

The scene structure (objects, layout, perspective) must remain 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 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 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 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.' Please generate the state of the scene at this earlier time.
output: evaluation_points: 1. Most ground water accumulation (puddles) is eliminated, 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.

3. The scene structure remains consistent with the reference image, clearly appearing as a modification 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 after it has been experiencing heavy rain for a period of time, and the rain has not yet stopped.
output: evaluation_points: 1. The scene's weather is 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, 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.' Depict the state of the scene at this earlier time.
output: evaluation_points: 1. Remove most of the accumulated ground water (puddles recede), but the ground should still appear darker and wet from the initial rain.

2. Include visible raindrops or streaks in the air to indicate that it is currently raining.

3. The scene structure must remain 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, depict the scene after it has been experiencing heavy rain for a period of time, and the rain has not yet stopped.
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 while.

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.' Depict the state of the scene at this earlier point in time.
output: evaluation_points: 1. Most ground puddles/accumulated water are removed (water has receded), but the ground retains a darker, wet appearance from being dampened by the rain.

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

3. 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 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 (the scene after heavy rain), now 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. Most ground puddles/accumulated water are removed (water has receded), but the ground retains darker, wet-looking patches showing it is damp from the initial rain. This state should be a plausible intermediate stage between the Turn 1 input image (dry scene) and the Turn 1 output image (scene with accumulated water from heavy rain).

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

3. 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 after it has been experiencing heavy rain for a period of time, and the rain has not yet stopped.
output: evaluation_points: 1. The scene's weather is actively raining.

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

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.' Depict the state of the scene at this earlier time.
output: evaluation_points: 1. Remove most of the ground water accumulation (puddles recede), but the ground should still show a darker, wet appearance from the initial rain.

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

The scene structure must remain 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 input reference scene image, 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. The ground in the scene shows accumulated water (puddles), reflecting that the rain has been persistent.

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 image from the previous step, reverse time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier time.
output: evaluation_points: Remove most ground water accumulation (puddles recede), but the ground retains a darker, wet appearance from the initial rain. The scene composition and structure must remain consistent with the Turn 1 input image.

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

The scene composition and structure must remain 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 input reference scene image, depict 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 weather in the image should show that it is currently raining.

2. The ground in the scene should have accumulated water, reflecting that the rain has been ongoing for a while.

3. The image should be 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.' Depict the state of the scene at this earlier time.
output: evaluation_points: 1. Remove most of the accumulated water from the ground (water recedes), but the ground should still show darker, wet patches indicating it has been recently dampened by rain.

2. The air should contain visible raindrops or streaks to indicate the scene is currently experiencing rain.

The scene structure (objects, layout, perspective) must remain 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, please generate the scene as it would appear after 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, with the scene composition (objects, layout, perspective) remaining consistent with the original.

turn: 2
modality: image
input: Based on the previous image (showing the scene after prolonged rain), please reverse time to the moment when 'the rain has just started.' Generate the state of the scene at this earlier time.
output: evaluation_points: 1. Remove most of the accumulated ground water/puddles, but the ground should still appear wet with darker coloration from the initial rain.

2. Rain streaks should be visible in the air, indicating the scene is currently raining.

The scene structure must remain consistent with the turn 1 input image, clearly appearing as a modification 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/runoff), reflecting that the rain has been ongoing for a while.

3. The image is a modified version of the reference image, maintaining the same core 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 accumulation (puddles) is removed, but the ground retains a darker, wet appearance from being freshly dampened by rain.

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

3. The scene structure remains consistent with the reference 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, please generate what the scene would look like after a period of heavy rain, with the rain still ongoing.
output: evaluation_points: 1. The scene's weather should depict active, heavy rainfall.

2. The ground should show accumulated water (puddles/runoff), indicating the rain has been falling for a sustained period.

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 image from the previous step, 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 (puddles/runoff), but the ground should remain visibly wet with a darker color.

2. The air should show light rain streaks to indicate the scene is in the early stages of rainfall.

The scene must remain structurally 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, please generate the scene after it has been experiencing heavy rain for a period of time, and the rain has not yet stopped.
output: evaluation_points: 1. The scene's weather must be actively raining.

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

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

turn: 2
modality: image
input: Based on the previous image (the scene after prolonged rain), please reverse time to the moment when 'the rain has just started.' Generate the state of the scene at that time.
output: evaluation_points: 1. Remove most of the ground water accumulation (puddles should be gone), but the ground should still appear wet with a darker color where it has been dampened by the initial rain.

2. Rain streaks or drops should be visible in the air to indicate that it is currently raining.

The scene structure must remain 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 the scene as it would appear after 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 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 earlier time.
output: evaluation_points: 1. Most ground water accumulation (puddles) is removed, but the ground retains a darker, wet appearance from the initial rain. The scene composition and structure must remain consistent with the Turn 1 input image (the reference scene image).

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

3. The scene structure remains consistent with the Turn 1 input image (the reference scene 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, please generate the scene as it would appear after a period of heavy rain, 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), indicating the rain has been ongoing for a period.

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, please 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 water accumulation (puddles) is removed, but the ground retains a darker, wet appearance from being freshly dampened by rain.

2. Rain streaks are visible in the air, indicating the scene is currently experiencing the onset of rain.

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 input reference scene image, depict 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 currently 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, rewind 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 ground water/puddles are eliminated (water has receded), but the ground retains darker, wet-looking patches indicating it has been dampened by the initial rain.

2. Rain streaks are visible in the air, indicating the scene is currently experiencing the beginning of the rainfall.

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

turn: 1
modality: image
input: Please generate a scene in late autumn, featuring a pointed-roof wooden cabin located in a coniferous forest, with stacked firewood nearby. Ensure the scene shows no falling snow and no existing snow accumulation.
output: evaluation_points: 1. The generated scene matches the description: a pointed-roof wooden cabin in a coniferous forest with stacked firewood nearby.

2. The season depicted has characteristics of late autumn (e.g., bare or partially fallen leaves, cool color palette) and shows no falling snow or any snow accumulation on the ground or surfaces.

turn: 2
modality: text
input: To form lasting snow accumulation in this scene, which combination of meteorological conditions is required?

Options:
A. Temperature below 0°C and relative humidity below 50%.
B. Temperature above 0°C and relative humidity at saturation.
C. Temperature below 0°C and relative humidity at saturation.
D. Temperature above 0°C and relative humidity below 50%.
E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the image from Turn 1, please generate the scene after the meteorological conditions described in the correct option from the previous turn have persisted for a period of time.
output: evaluation_points: 1. The scene clearly shows the formation of snow accumulation (e.g., snow on the ground, cabin roof, and firewood).

2. The meteorological environment in the image is consistent with: temperature below 0°C and relative humidity at saturation (indicating snowfall conditions).

The scene structure remains consistent with the Turn 1 output image: a pointed-roof wooden cabin in a coniferous forest with stacked firewood nearby, appearing as a modified version of that image rather than a completely new one. The cabin, forest, and firewood arrangement should match the design and layout from Turn 1 output image.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: Please generate a scene in early winter featuring an ancient Chinese-style pavilion located on a frozen lake island. Ensure the scene shows no falling snow and no accumulated snow on the ground.
output: evaluation_points: 1. The image depicts an ancient Chinese-style pavilion situated on an island in a frozen lake.

2. The scene exhibits characteristics of early winter (e.g., bare trees, frozen lake, cold color palette) with no falling snow and no snow accumulation visible anywhere.

turn: 2
modality: text
input: What combination of meteorological conditions is required for snow to accumulate in this scene?

Options:
A. A strong cold front bringing sufficient moisture and temperatures below freezing (0°C).
B. A warm front with light rain and temperatures around 5°C.
C. High atmospheric pressure, clear skies, and temperatures around -2°C.
D. A weak cold front with low humidity and temperatures just below 0°C.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1, generate the scene after the meteorological conditions described in the correct option from the previous turn have persisted for some time.
output: evaluation_points: 1. The scene clearly shows accumulated snow on the ground, rooftops, and/or surrounding surfaces.

2. The meteorological environment in the image is consistent with a strong cold front bringing sufficient moisture and temperatures below freezing (0°C), suggesting ongoing or recent snowfall.

The scene structure must remain consistent with the Turn 1 output image, specifically featuring an ancient Chinese-style pavilion located on an island in a frozen lake.
Domain: Weather / cumulative_effects

turn: 1
modality: image
input: Please generate a scene set in winter, depicting a busy New York street cafe with a shop window, street lamps, and a red brick wall. Ensure the scene shows no falling snow and no accumulated snow on the ground or surfaces.
output: evaluation_points: 1. The image depicts the described scene: a busy New York street cafe with a shop window, street lamps, and a red brick wall.

2. The season is clearly winter (e.g., through lighting, clothing, bare trees, or a winter sky), and there is no falling snow or any snow accumulation visible.

turn: 2
modality: text
input: For snow to accumulate in the scene from the previous image, which combination of meteorological conditions is required?

Options:
A. Sub-zero temperatures combined with a persistent stratocumulus precipitation system.
B. Temperatures above freezing with intermittent light rain.
C. Strong winds with temperatures just below freezing and no precipitation.
D. High humidity with temperatures around 10°C (50°F) and drizzle.
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the image from Turn 1, please generate the same scene after the meteorological conditions described in the correct option from the previous question have persisted for some time.
output: evaluation_points: 1. The image clearly shows accumulated snow on the ground, rooftops, ledges, and other surfaces.

2. The meteorological environment in the image is consistent with the description: sub-zero temperatures with ongoing precipitation from a stratocumulus cloud system (e.g., falling snow, overcast sky).

The scene structure remains identical to the Turn 1 output image: a busy New York street cafe with a shop window, street lamps, and a red brick wall.