ccccEsion/IMUG-Bench huggingface dataset:
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a bank teller lobby waiting area.
output: evaluation_points: 1. The scene clearly depicts the typical features of a bank teller lobby waiting area, such as seating, teller counters, ATMs, and informational signage.

2. The lighting and composition are natural, with a reasonable sense of scale and perspective.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that setting?
Options:
A. A cow
B. A security guard
C. A deposit slip
D. A waiting area chair
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 (the cow) into the scene. Make it clearly visible and naturally integrated, fitting the overall environment and atmosphere of the setting.
output: evaluation_points: 1. The background environment, including item placement, details, and overall color tone, remains consistent with the image generated in Turn 1.

2. The cow is present in the scene and clearly visible.

3. The newly added cow has a scale and perspective that is reasonable and matches the overall state of the scene.

4. The image is clearly a modified version of the scene generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of an activity area in a kindergarten classroom.
output: evaluation_points: 1. The scene should clearly depict the typical features of a kindergarten classroom activity area (e.g., child-sized furniture, colorful educational toys, play mats, low shelves with books or blocks, bright and cheerful decor).

2. The lighting and composition of the image should be natural, and the scale of all objects should be reasonable and appropriate for a child's environment.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place and unreasonable to appear in that scene?

Options:
A. A small wooden building block
B. A child's safety scissors
C. A polar bear
D. A colorful alphabet poster
E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, clearly add the 'unreasonable item' selected in Turn 2 into that scene. The new item should be visible, integrated naturally, and fit the overall environmental atmosphere of the scene.
output: evaluation_points: 1. The background environment, item placements, details, and overall color tone must remain consistent with the image generated in Turn 1.

2. The polar bear must be present in the scene and clearly visible.

3. The scale and perspective of the newly added polar bear must be reasonable and match the overall state of the scene (e.g., it should not be floating or disproportionately sized compared to room objects).

4. The image must be clearly a modified version of the scene image generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a narrow mountain trail.
output: evaluation_points: 1. The scene should clearly depict the typical features of a narrow mountain trail (e.g., rocky path, steep sides, natural vegetation).

2. The lighting and composition of the image should be natural, with a reasonable sense of scale.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that environment?
Options:
A. Hiking Backpack
B. Large Trash Bin
C. Walking Stick
D. Trail Marker Sign
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 to the scene. Make it clearly visible, naturally integrated, and consistent with the overall environmental atmosphere.
output: evaluation_points: 1. The environmental details, item positions, and overall color tone of the scene remain consistent with the image generated in Turn 1.

2. The large trash bin appears in the image and is clearly visible.

3. The scale and perspective of the newly added item are reasonable and fit the overall state of the scene.

4. The image is clearly a modification of the scene generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a jewelry store's glass display case area.
output: evaluation_points: 1. The scene should clearly depict the typical features of a jewelry store's glass display case area, such as well-lit glass cases, jewelry on display, and a clean, upscale environment.

2. The lighting and composition of the image should be natural, and the scale of objects (like display cases and jewelry) should be realistic and appropriate for the setting.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that setting?
Options:
A. Diamond Necklace
B. Security Camera
C. Cement Mixer Truck
D. Sales Receipt
E. None of the above.
output: answer: C

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 to that scene. It should be clearly visible, naturally integrated, and fit the overall environmental atmosphere of the setting.
output: evaluation_points: 1. The background environment, including item placement, details, and overall color tone, must remain consistent with the image generated in Turn 1.

2. The cement mixer truck (the selected out-of-place item) must appear in the scene and be clearly visible.

3. The scale and perspective of the newly added cement mixer truck must be realistic and match the overall state of the scene.

4. The image must be clearly modified from the Turn 1 scene image, not a completely new generating.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of an art gallery exhibition hallway.
output: evaluation_points: 1. The scene should clearly depict the typical features of an art gallery exhibition hallway, such as framed artwork on walls, proper lighting, and a clean, spacious corridor.

2. The lighting and composition of the image should be natural, with appropriate scale and perspective for the setting.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that setting?
Options:
A. A security camera
B. A fire extinguisher
C. An inflatable castle
D. A gallery bench
E. None of the above.
output: answer: C

turn: 3
modality: image
input: On the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 (the inflatable castle) so that it is clearly visible and naturally integrated, fitting the overall environment and atmosphere of the scene.
output: evaluation_points: 1. The scene environment, including item positions, details, and overall color tone, remains consistent with the image generated in Turn 1.

2. The inflatable castle appears in the image and is clearly visible.

3. The newly added item has appropriate scale and perspective, matching the overall state of the scene.

4. The image is clearly modified from the image generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a gym's strength training area.
output: evaluation_points: 1. The scene should clearly show the typical features of a gym's strength training area (e.g., weight racks, benches, dumbbells, barbells, exercise machines).

2. The lighting and composition should look natural, and the scale of objects should be reasonable.

turn: 2
modality: text
input: Based on the scene from Turn 1, which one of the following items would be most out of place in that setting?
Options:
A. Large aquarium fish tank
B. Yoga mat
C. Water bottle
D. Towel
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 into that scene. Make it clearly visible and naturally integrated, fitting the overall environment and atmosphere of the scene.
output: evaluation_points: The background environment, object positions, details, and overall color tone must remain consistent with the Turn 1 output image.

2. The large aquarium fish tank must appear in the scene and be clearly visible.

3. The scale and perspective of the newly added aquarium must be reasonable and match the overall state of the scene.

The image must clearly be a modified version of the Turn 1 output image, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a cramped elevator car.
output: evaluation_points: 1. The scene should clearly depict the typical features of a cramped elevator car (e.g., control panel, doors, limited floor space, handrails).

2. The lighting, composition, and sense of scale should appear natural and reasonable for an elevator interior.

turn: 2
modality: text
input: Based on the scene from turn 1, which of the following items would be the most unreasonable to find in that scene?

Options:
A. A large potted plant
B. A grand piano
C. A fire extinguisher
D. A delivery package
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Based on the scene image you generated in turn 1, add the 'unreasonable item' selected in turn 2 (the grand piano) to that scene. It should be clearly visible, naturally integrated, and fit the overall environment and atmosphere of the scene.
output: evaluation_points: 1. The background environment, item positions, details, and overall color tone must remain consistent with the image generated in turn 1.

2. The grand piano must be present in the scene and clearly visible.

3. The scale and perspective of the newly added grand piano must be reasonable and fit the overall state of the scene.

4. The image must be clearly a modified version of the scene generated in turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a gas station fuel island.
output: evaluation_points: 1. The scene should clearly depict the typical features of a gas station fuel island (e.g., fuel pumps, hoses, signage, pavement markings, possibly a canopy).

2. The lighting, composition, and scale of the scene should appear natural and reasonable.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place and unreasonable to find in that scene?

A. A horse
B. A fuel nozzle
C. A car tire
D. A fire extinguisher
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, clearly add the 'unreasonable item' selected in Turn 2 (the horse) into that scene. It should be visible, integrated naturally, and match the overall environmental atmosphere of the scene.
output: evaluation_points: 1. The background environment, item positions, details, and overall color tone must remain consistent with the image generated in Turn 1.

2. The horse must be present in the scene and clearly visible.

3. The scale and perspective of the newly added horse must be reasonable and fit the overall state of the scene.

4. The image must clearly appear to be a modification of the scene image generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a movie theater auditorium seating area.
output: evaluation_points: 1. The scene should clearly depict the typical features of a movie theater seating area, such as rows of seats, a screen in the distance, and dim lighting.

2. The lighting and composition should be natural, with a reasonable sense of scale for the space.

turn: 2
modality: text
input: Based on the scene from turn 1, which of the following items would be most out of place in that setting?

Options:
A. A large bucket of popcorn
B. A city bus
C. A pair of 3D glasses
D. A theater seat cushion
E. None of the above.
output: answer: B

turn: 3
modality: image
input: Modify the scene image you generated in turn 1 by adding the 'out-of-place item' selected in turn 2. The item should be clearly visible, naturally integrated, and consistent with the overall environment and atmosphere of the scene.
output: evaluation_points: 1. The background environment, including item positions, details, and overall color tone, must remain consistent with the image generated in turn 1.

2. The city bus must be present in the scene and clearly visible.

3. The scale and perspective of the newly added bus must be reasonable and fit the overall state of the scene.

4. The image must be recognizably a modified version of the scene generated in turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Generate a realistic scene of a fishing boat's deck work area.
output: evaluation_points: 1. The scene should clearly depict the typical features of a fishing boat's deck work area, such as fishing nets, crates, ropes, or crew members.

2. The lighting and composition should be natural, with a reasonable sense of scale and perspective.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that setting?
Options:
A. A large scaffolding tower
B. A fishing net
C. A crate of fish
D. A coil of rope
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Modify the scene image you generated in Turn 1 by adding the 'out-of-place item' selected in Turn 2 (the large scaffolding tower). Ensure it is clearly visible, naturally integrated, and consistent with the overall environment and atmosphere of the original scene.
output: evaluation_points: The background environment, item details, and overall color tone must remain consistent with the image generated in Turn 1.

2. The large scaffolding tower must be present in the scene and clearly visible.

3. The newly added item's scale and perspective must be reasonable and fit the overall state of the scene.

The image must be recognizably modified from the scene image generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a long table in an office meeting room.
output: evaluation_points: 1. The scene should clearly depict the typical features of a long table in an office meeting room (e.g., chairs, presentation equipment, documents, neutral decor).

2. The lighting, composition, and scale of the scene should appear natural and reasonable.

turn: 2
modality: text
input: Based on the scene from Turn 1, which one of the following items would be most out of place in that setting?

Options:
A. Whiteboard marker
B. Laptop
C. Playground slide
D. Coffee mug
E. None of the above.
output: answer: C

turn: 3
modality: image
input: Using the scene image you generated in Turn 1 as a base, clearly add the 'out-of-place item' selected in Turn 2 (the playground slide) into the scene. Ensure it is visible, naturally integrated, and fits the overall environmental atmosphere of the original setting.
output: evaluation_points: The background environment, item positions, details, and overall color tone must remain consistent with the Turn 1 output image.

2. The playground slide must be clearly visible within the scene.

3. The scale and perspective of the newly added slide must be reasonable and match the overall state of the scene.

The image must be clearly modified from the Turn 1 output scene image, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a bakery's baking station and oven area.
output: evaluation_points: 1. The scene clearly depicts the typical features of a bakery's baking station and oven area (e.g., countertops, baking trays, oven, flour, utensils).

2. The lighting and composition of the image are natural, and the scale of objects is reasonable.

turn: 2
modality: text
input: Based on the scene from turn 1, which of the following items would be most out of place in that environment?
Options:
A. A three-meter-tall Christmas tree
B. A bag of flour
C. A rolling pin
D. A baking tray
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in turn 1, add the 'out-of-place item' selected in turn 2 to that scene. Make it clearly visible, naturally integrated, and consistent with the overall environment and atmosphere of the scene.
output: evaluation_points: 1. The environment, item positions, details, and overall color tone remain consistent with the image generated in turn 1.

2. A three-meter-tall Christmas tree is present in the scene and clearly visible.

3. The newly added Christmas tree has a scale and perspective that are reasonable and fit the overall state of the scene.

4. The image is clearly a modification of the scene generated in turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a chemistry lab bench.
output: evaluation_points: 1. The scene should clearly depict the typical features of a chemistry lab bench (e.g., beakers, test tubes, Bunsen burners, safety equipment).

2. The lighting, composition, and scale of the scene should appear natural and reasonable.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be the most unreasonable to find in that setting?

Options:
A. A large industrial water storage tank
B. A microscope
C. A set of graduated cylinders
D. A lab coat
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, clearly add the 'unreasonable item' selected in Turn 2 into that scene. The new item should be integrated naturally and fit the overall environment and atmosphere of the scene.
output: evaluation_points: 1. The environment, item placement, details, and overall color tone of the scene remain consistent with the image generated in Turn 1.

2. The large industrial water storage tank is present in the image and clearly visible.

3. The scale and perspective of the newly added item are reasonable and fit the overall state of the scene.

4. The image is clearly a modification of the scene generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of the office area in a police station duty room.
output: evaluation_points: 1. The scene should clearly depict the typical features of a police station duty room office area (e.g., desks, computers, filing cabinets, official notices, uniforms).

2. The lighting, composition, and scale of the scene should appear natural and reasonable.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that environment?

Options:
A. A giant teddy bear plush toy
B. A desktop computer
C. A stack of case files
D. A police radio
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 into that scene. Make it clearly visible, naturally integrated, and consistent with the overall atmosphere of the environment.
output: evaluation_points: 1. The background environment, item positions, details, and overall color tone must remain consistent with the image generated in Turn 1.

2. The giant teddy bear plush toy must appear in the scene and be clearly visible.

3. The scale and perspective of the newly added giant teddy bear must be reasonable and fit the overall state of the scene.

4. The image must be clearly modified from the image generated in Turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of the area beside a dental clinic's treatment chair.
output: evaluation_points: 1. The scene should clearly depict the typical features of the area next to a dental treatment chair (e.g., dental chair, overhead light, instrument tray, spittoon, cabinet).

2. The lighting, composition, and scale of the scene should be natural and reasonable.

turn: 2
modality: text
input: Based on the scene from turn 1, which of the following items would be most out of place in that setting?
Options:
A. Dental drill handpiece
B. X-ray viewbox
C. Shopping mall escalator
D. Patient bib
E. None of the above.
output: answer: C

turn: 3
modality: image
input: Modify the scene image you generated in turn 1 by adding the 'out-of-place item' selected in turn 2. Ensure this new item is clearly visible, naturally integrated, and consistent with the overall environment and atmosphere of the original scene.
output: evaluation_points: 1. The background environment, item placement, details, and overall color tone must remain consistent with the image generated in turn 1.

2. The shopping mall escalator must be present in the scene and clearly visible.

3. The scale and perspective of the newly added escalator must be reasonable and fit the overall state of the scene.

4. The image must be clearly a modification of the scene image generated in turn 1, not a completely new generation.
Domain: Counterintuitive_Reasoning / scene_object_mismatch

turn: 1
modality: image
input: Please generate a realistic scene of a server room's cabinet aisle.
output: evaluation_points: 1. The scene should clearly depict the typical features of a server room cabinet aisle, such as server racks, cables, and a clean, organized industrial environment.

2. The lighting and composition of the image should be natural, with a reasonable sense of scale and perspective.

turn: 2
modality: text
input: Based on the scene from Turn 1, which of the following items would be most out of place in that environment?

Options:
A. A tall grandfather clock
B. A network switch
C. A server rack
D. A cable management tray
E. None of the above.
output: answer: A

turn: 3
modality: image
input: Based on the scene image you generated in Turn 1, add the 'out-of-place item' selected in Turn 2 into that scene. Make it clearly visible and naturally integrated, fitting the overall environmental atmosphere of the scene.
output: evaluation_points: The environment, item placement, details, and overall color tone of the scene must remain consistent with the image generated in Turn 1.

2. The tall grandfather clock must appear in the image and be clearly visible.

3. The scale and perspective of the newly added clock must be reasonable and consistent with the overall state of the scene.

The image must be clearly modified from the image generated in Turn 1, not a completely new generation.