Prompt: A bustling city intersection viewed from above, with a prominent red car moving through the crosswalk at the center. The scene includes pedestrians crossing diagonally and vehicles halting at the lights. Surrounding buildings exhibit a classic stone architecture with green foliage accentuating their bases. The camera holds a static high-angle frame throughout, capturing the vibrant dynamics below. The lighting is neutral, revealing the natural colors and textures of the cityscape, with a balanced mood reflecting urban daily life. As time progresses, the consistency is maintained with the vehicle and pedestrian flow, while the architectural backdrop remains unchanged, seamlessly conveying the passage of urban moments.

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested motion of the red car and pedestrians. The overall visual quality is high, with only minor temporal jitter in the movement of objects. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested urban scene with consistent architectural details and natural lighting. The motion is generally smooth, though there are minor instances of jitter in the vehicle's path and slight inconsistencies in pedestrian movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested urban dynamics. While there is minor jitter in the motion of the red car and some slight temporal instability in pedestrian movement, the overall quality is high and consistent with the prompt. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: In a modern, brightly lit kitchen, a freshly baked rustic loaf of bread, partially sliced, sits on a white cutting board on a speckled marble countertop. The background features sleek white cabinets and a stainless steel double oven. Natural daylight streams through a window on the left, casting soft shadows. The camera, positioned slightly above the counter, remains static, focusing steadily on the loaf. Warm, inviting tones and soft textures create a homely atmosphere. Over five seconds, the bread remains stationary, while only the slight shifting of natural light suggests time passing. The consistent elements, including the bread's position and the overall lighting, should remain stable throughout the clip.

Explanation: The video maintains near-perfect fidelity to the conditioning frame and exhibits excellent temporal stability. While the prompt requested subtle shifting of natural light, the motion is extremely minimal, bordering on a static image, but it successfully avoids any negative artifacts or instability. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}

Explanation: The video maintains perfect fidelity to the first frame and exhibits high visual quality. However, it fails to capture the subtle shifting of natural light requested in the prompt, resulting in a completely static image. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains perfect fidelity to the first frame and exhibits high visual quality. However, it fails to capture the requested subtle shifting of natural light, resulting in a completely static image rather than a dynamic 5-second clip. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}


Prompt: The video begins with a high-definition capture of a serene, expansive sky, filled with soft, wispy clouds in the background. The main subject, a broad formation of dark, dense clouds, occupies the lower third of the scene, set against a subtle gradient of blue hues tinting the sky. Over five seconds, the clouds slowly shift, creating a gentle, soothing movement that suggests a time-lapse of evolving weather. The camera remains static, maintaining the framing and focus, capturing the fluidity of the clouds without abrupt shifts, ensuring consistency in lighting and composition. The lighting is natural, highlighting the textures and depth of the clouds, complemented by a calming, tranquil atmosphere.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's atmospheric requirements. While the cloud motion is slightly mechanical, the overall visual quality and temporal stability are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully maintains the static composition and atmospheric tone requested in the prompt, with high fidelity to the conditioning frame. While the cloud motion is slightly simplistic, it remains consistent and visually pleasing without any major artifacts. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the conditioning frame and maintains a stable, static composition. While the cloud motion is slightly simplistic, it effectively captures the requested tranquil atmosphere and adheres well to the prompt's requirements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A dimly lit scene focuses through a window covered in raindrops, which glisten under soft, warm streetlight. The camera remains static, capturing the rhythmic dance of droplets on glass, illuminated softly, creating a moody, contemplative ambiance. The light beyond casts a blurred, circular glow, hinting at a quiet street outside. The colors are a blend of warm yellow and deep green, maintaining a serene melancholy throughout. The glass texture remains consistent, as individual drops streak delicately downward in the foreground, while the blurred glow in the background stays unchanged over the five-second duration, preserving the tranquil, rainy atmosphere within a calm, fixed frame.

Explanation: The video maintains high visual quality and strong adherence to the prompt's atmospheric requirements. While there is some minor jitter in the motion of the water streaks, the overall temporal consistency and fidelity to the first frame are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested atmospheric mood. While there is some minor jitter in the raindrop motion, the overall temporal consistency and visual quality are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high visual quality and strong adherence to the prompt, successfully capturing the requested rainy window scene with consistent lighting and composition. While there is a slight repetitive quality to the motion of the droplets, the overall temporal consistency and fidelity to the first frame are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: A dimly lit scene focuses through a window covered in raindrops, which glisten under soft, warm streetlight. The camera remains static, capturing the rhythmic dance of droplets on glass, illuminated softly, creating a moody, contemplative ambiance. The light beyond casts a blurred, circular glow, hinting at a quiet street outside. The colors are a blend of warm yellow and deep green, maintaining a serene melancholy throughout. The glass texture remains consistent, as individual drops streak delicately downward in the foreground, while the blurred glow in the background stays unchanged over the five-second duration, preserving the tranquil, rainy atmosphere within a calm, fixed frame.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested moody, rainy atmosphere. While the motion of the raindrops is slightly mechanical, the overall visual quality and temporal stability are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":100}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested moody, rainy atmosphere. While the motion of the raindrops is somewhat repetitive, the overall temporal consistency and visual quality are very strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":88,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested moody, rainy atmosphere. While the motion of the raindrops is somewhat repetitive, the overall temporal consistency and visual quality are very strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":88,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}


Prompt: In a serene outdoor setting on a wooden deck, a man in a light blue shirt sits cradling a golden retriever puppy. The background features lush green foliage and a distant view of rooftops under a tranquil sky. The camera remains static in close-up, capturing the tender moment. Over five seconds, the puppy shifts slightly, looking around inquisitively while the man gently adjusts his hold, creating an intimate, calm atmosphere. Bright natural light bathes the scene, highlighting the puppy’s soft fur and the man’s gentle expression. Consistency is maintained in lighting, background elements, and the close embrace between man and puppy.

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested atmosphere well. However, minor morphing artifacts on the puppy's face and slight instability in the man's hands during the motion sequence prevent a higher score. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}

Explanation: The video is highly consistent with the conditioning frame and maintains a high level of visual quality. While the motion is slightly constrained and lacks the full range of inquisitive behavior requested, the overall execution is very professional and stable. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested atmosphere well. While the motion is slightly constrained and repetitive, the overall visual quality and temporal stability are high. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: The scene features a black chimenea placed centrally in a snow-covered backyard, surrounded by garden elements like planters and wooden fences. The chimenea emits visible flames, causing the surrounding snow to melt and steam. It's positioned on a patch of untouched, white snow leading to a distant table with a bucket. The camera remains static throughout the clip, with a fixed focus on the chimenea. The lighting is natural, setting a chill yet cozy mood with soft shadows and a predominantly white and muted green color palette. Consistency is crucial for the snow's texture, the chimenea's position, and the overall layout of garden elements throughout the sequence.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's scene description. While the fire animation is slightly repetitive and lacks a pronounced melting/steaming effect, the overall temporal consistency and visual quality are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's environmental requirements. While the motion of the fire is slightly static and the melting effect is minimal, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's scene description. While the motion of the fire is slightly repetitive, the overall visual quality and temporal stability are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A serene ocean scene at sunset, illustrating dynamic waves crashing against rocky cliffs in the foreground. The water reflects golden hues from the setting sun, casting a warm glow across the scene. The camera is static, maintaining a wide-angle shot that frames the expansive ocean and the rugged, textured rocks. Over the five-second duration, the waves repeatedly sweep over the rocks, creating a rhythmic flow. The lighting remains consistent, enhancing the tranquil mood with a harmonious blend of soft oranges and blues. The sea's surface and shoreline must remain consistent, preserving the natural ebb and flow of the water as it interacts with the rugged terrain.

Explanation: The video maintains high fidelity to the first frame and captures the requested sunset ocean scene effectively. While the wave motion is slightly mechanical, the overall visual quality and temporal stability are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high visual quality and adheres well to the prompt's atmospheric requirements. However, the presence of a watermark/overlay text is a negative factor, and the wave motion, while realistic, feels somewhat looped rather than fully dynamic. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested serene sunset ocean scene. While the motion of the waves is slightly artificial and repetitive, the overall visual quality and temporal stability are quite good. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A brown dog with a white collar sniffs the ground intensely, moving slowly along a wooden deck. The scene captures the wooden panels in detail, with the rich texture of the wood prominently displayed. Adjacent to the dog's path is a large wooden chair, partially framing the scene. The camera remains static, providing a stable medium shot focused on the dog’s exploratory action, while maintaining the warm tones of the natural lighting. The mood is calm and inquisitive. The wood's texture and color, along with the spatial arrangement of the chair and dog, remain consistent throughout the five-second clip.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. While the motion is slightly mechanical, the overall visual quality and temporal stability are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While there is minor temporal instability in the dog's movement and some slight flickering, the overall visual quality and adherence to the prompt are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. While the motion is somewhat subtle and there is minor temporal flickering around the dog's collar, the overall visual quality and adherence to the prompt are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A person in a green shirt stands at a kitchen counter, steadily peeling the skin from a pineapple using a handheld peeler. The setting is indoors, featuring a neutral-toned kitchen background with a static camera capturing a close-up view of the action. The lighting is soft and warm, highlighting the vibrant yellow and green hues of the pineapple against the wooden surface. Throughout the 5-second sequence, the focus remains on the smooth, rhythmic motion of peeling the pineapple, with pieces falling uniformly. Consistency in lighting, color, and the person’s hand positioning is maintained, while the camera angle remains unchanged, emphasizing the repetitive motion and texture of the pineapple.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for setting and subject. While the peeling motion is slightly artificial and lacks perfect physical interaction, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene, though the motion of the peeler against the pineapple is slightly unnatural and lacks realistic physical interaction. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}

Explanation: While the video maintains the initial composition and color palette, the motion quality is extremely poor, failing to depict a realistic peeling action. The interaction between the peeler and the pineapple is physically incoherent, resulting in significant temporal instability and visual artifacts. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":30,"camera_composition":80}


Prompt: A young man stands in a dimly lit urban setting, wearing a black shirt. He is positioned centrally, with metallic railings and a "No Trespassing" sign visible in the background, under faint streetlights illuminating a pathway lined with trees and apartment buildings. The static camera captures only his shoulders and head in close-up, emphasizing his stillness. The mood is somber, with shadows adding depth and contrast. Maintain consistent lighting and surroundings throughout, while the subject’s subdued expressions subtly change over time, reflecting a narrative of quiet contemplation or reporting.

Explanation: The video maintains high fidelity to the first frame and captures the requested mood effectively. However, the motion is extremely minimal, and there is slight temporal instability in the facial features, likely due to the model struggling with subtle expression changes. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's atmospheric requirements. However, the motion is extremely limited, and there is noticeable minor flickering in the subject's eyes and facial area throughout the sequence. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's atmospheric requirements. However, the motion is very limited, and the presence of a persistent watermark negatively impacts the visual quality score. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":80,"camera_composition":95}


Prompt: A round ball of dough sits centered on a white plate, which is held by a hand against a dark, neutral background. The scene is captured in close-up with a static camera, emphasizing the dough's smooth, slightly shiny texture. Warm lighting highlights the dough's golden color, creating a calm, focused mood. The backdrop is indistinct to maintain attention on the main subject. Across the 5-second duration, the dough and plate remain stable with no motion or alteration, ensuring consistency. Reflections and shadows are consistent, and no additional elements are introduced to the scene.

Explanation: The generated video perfectly maintains the static nature of the scene as requested, with high visual fidelity to the conditioning frame and excellent temporal consistency throughout the sequence. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The generated video perfectly maintains the static nature of the scene as requested, with no noticeable temporal artifacts or deviations from the conditioning frame. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video successfully maintains a static, consistent scene as requested, with no noticeable temporal artifacts or deviations from the conditioning frame. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}


Prompt: A round ball of dough sits centered on a white plate, which is held by a hand against a dark, neutral background. The scene is captured in close-up with a static camera, emphasizing the dough's smooth, slightly shiny texture. Warm lighting highlights the dough's golden color, creating a calm, focused mood. The backdrop is indistinct to maintain attention on the main subject. Across the 5-second duration, the dough and plate remain stable with no motion or alteration, ensuring consistency. Reflections and shadows are consistent, and no additional elements are introduced to the scene.

Explanation: The generated video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirement for a static, stable scene. There is minimal to no perceptible motion or temporal inconsistency, resulting in a high-quality, realistic output. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":95,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for a static, stable scene. There is very minor, almost imperceptible temporal instability in the dough's surface texture, but it is otherwise a high-quality generation. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully adheres to the prompt's requirement for a static, unchanging scene. There is very minor, almost imperceptible temporal instability in the texture, but it is highly consistent overall. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}


Prompt: The scene unfolds in a dimly lit room with a focus on a person's hands typing on a laptop keyboard. The hands have a natural skin tone, contrasted against the metallic keyboard. The environment is minimal, with the laptop dominating the foreground and faint shadows hinting at a flat surface. The background is obscured by darkness. The camera remains static, maintaining a tight shot on the typing hands throughout the 5-second clip, creating an intimate and focused atmosphere. The lighting casts soft shadows, enhancing the dramatic, contemplative mood. Over time, the hand movements remain consistent and fluid, emphasizing continuous typing without interruption, while ensuring the ambient lighting and spatial composition stay unchanged.

Explanation: The video maintains high visual quality and adheres well to the prompt's atmospheric requirements. While there is some minor jitter in the finger movements, the overall temporal consistency and fidelity to the first frame are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully maintains the requested aesthetic and composition, showing high fidelity to the conditioning frame. While the typing motion is slightly mechanical, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested mood and composition. While the typing motion is slightly mechanical, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A group of ethereal purple jellyfish floats gracefully in a dimly lit aquarium, suspended in a tranquil, dark marine environment. The jellyfish, varying in size and shape, pulse and drift slowly, creating an undulating movement pattern. The camera remains static, capturing a close-up view that frames the jellyfish centrally against a seamless dark blue background. Soft, purple bioluminescent lighting accentuates the translucent textures of the jellyfish, casting a serene and almost mystical mood. Throughout the sequence, the positioning and movement pace of the jellyfish must remain consistent, with light and color stability maintained to emphasize the overall dreamlike ambiance.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested ethereal, bioluminescent aesthetic. The motion is smooth and consistent, though it feels slightly looped, which is a minor drawback in terms of naturalistic movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high visual fidelity to the conditioning frame and successfully captures the requested ethereal, bioluminescent atmosphere. While the motion is slightly repetitive, it remains consistent and fluid throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The generated video maintains high fidelity to the first frame and captures the requested ethereal, bioluminescent atmosphere effectively. While the motion is slightly repetitive, it remains consistent and visually pleasing throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}


Prompt: In an indoor room with beige walls, a young person with medium-length brown hair wearing a red shirt is seated facing the camera. The room is softly lit with ambient light, illuminating a slightly open door in the background and a wooden door to the side. A stack of items, possibly bags, rests against the wall. The subject, cheeks puffed, appears focused as though concentrating or holding a breath. The camera is static, maintaining a medium shot throughout the sequence. The lighting and overall color scheme remain consistent, conveying a neutral, calm mood. Stability in background elements and lighting is crucial across the frames.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested expression. While there is some minor temporal instability in the background and hair, the overall quality is high and adheres well to the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and maintains strong temporal consistency. While the motion is somewhat subtle, the overall visual quality and adherence to the prompt's environmental details are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: In an indoor room with beige walls, a young person with medium-length brown hair wearing a red shirt is seated facing the camera. The room is softly lit with ambient light, illuminating a slightly open door in the background and a wooden door to the side. A stack of items, possibly bags, rests against the wall. The subject, cheeks puffed, appears focused as though concentrating or holding a breath. The camera is static, maintaining a medium shot throughout the sequence. The lighting and overall color scheme remain consistent, conveying a neutral, calm mood. Stability in background elements and lighting is crucial across the frames.

Explanation: The video maintains high visual fidelity and excellent temporal consistency, perfectly matching the conditioning frame. However, the motion is extremely subtle, barely capturing the intended action of holding a breath, which limits the dynamic quality of the generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's descriptive requirements. While the motion is very subtle, the overall visual quality and temporal stability are strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's descriptive elements. However, the motion quality is limited as the subject's expression is nearly frozen, lacking the dynamic movement expected for the described action. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}


Prompt: An orange fish swims slowly in a dimly lit aquarium tank, surrounded by gentle green plants and blurred, glowing lights in the background. The scene captures a serene underwater environment. The camera maintains a close-up focus on the fish, slightly panning as the subject moves left to right. Gentle ambient light casts soft reflections, creating a warm and tranquil mood. The texture of the fish’s scales and plants is distinctly visible. Throughout the clip, the fish's position, color, and the subtle play of light remain consistent, enhancing the dreamy atmosphere.

Explanation: The video maintains high fidelity to the first frame and captures the requested atmosphere well, though it suffers from minor motion jitter and the persistence of text-based artifacts from the source image. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":80,"camera_composition":70}

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested atmosphere well. However, it suffers from minor artifacts related to the text in the source image and slightly robotic motion, which prevents a perfect score. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video fails to maintain the identity of the subject from the conditioning frame and suffers from significant temporal instability. The presence of text artifacts from the source image was not removed, and the motion is jerky rather than the requested slow, serene swim. | overall_score=45 | aspect_scores={"first_frame_fidelity":30,"prompt_adherence":60,"motion_quality":40,"temporal_consistency":45,"visual_quality":50,"camera_composition":45}


Prompt: The video captures a close-up of a person's hand writing in a spiral-bound notebook. The scene is set indoors on a wooden table, with a static camera maintaining a focused, steady framing on the hand and pen. The lighting is soft and natural, creating a calm and focused mood. Over five seconds, the hand moves systematically across the page, with subtle shifts and tilting as words are formed, ensuring a continuous and smooth action sequence. The handwriting stays consistent, as does the pen's position in hand and the notebook’s layout. The background remains blurred, accentuating the hand’s detailed movements and keeping the viewer’s attention constantly engaged on the writing process.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's composition requirements. While the motion is slightly mechanical, it is generally consistent and avoids major temporal artifacts. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is visually impressive and maintains high fidelity to the conditioning frame, but it fails to convincingly depict the act of writing because the pen does not leave any ink on the page and the hand movement is somewhat mechanical. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video is visually impressive and maintains high fidelity to the conditioning frame, but it fails to convincingly depict the act of writing because the pen does not leave any ink on the page and the motion is slightly unnatural. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The video captures a close-up of a person's hand writing in a spiral-bound notebook. The scene is set indoors on a wooden table, with a static camera maintaining a focused, steady framing on the hand and pen. The lighting is soft and natural, creating a calm and focused mood. Over five seconds, the hand moves systematically across the page, with subtle shifts and tilting as words are formed, ensuring a continuous and smooth action sequence. The handwriting stays consistent, as does the pen's position in hand and the notebook’s layout. The background remains blurred, accentuating the hand’s detailed movements and keeping the viewer’s attention constantly engaged on the writing process.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's composition requirements. While the motion is generally smooth, the writing action feels slightly artificial and lacks the precise interaction between the pen tip and the paper surface. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: While the video maintains the visual style and composition of the first frame, it fails significantly on the core requirement of depicting the action of writing. The hand is essentially frozen, and there is no meaningful temporal progression or actual writing movement. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":30,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a steady, focused scene. While the motion is slightly mechanical, it remains consistent and avoids major temporal artifacts. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A single brown and green leaf floats on the surface of a gently flowing stream, surrounded by dark, rippling water. The environment is tranquil, with a lush, forested backdrop faintly visible through a soft-focus effect. Over five seconds, the water continues its subtle, rhythmic movement, causing the leaf to drift slightly while remaining mostly centered in the frame. The camera remains static, capturing a close-up, focused perspective that emphasizes the leaf's intricate texture and colors. Ambient lighting casts a natural, serene mood, highlighting the leaf's delicate veins. Throughout the sequence, the leaf's integrity and central position must remain consistent, ensuring continuity in the serene setting.

Explanation: The video maintains high visual fidelity and temporal consistency, perfectly matching the conditioning frame. However, it falls short on the motion requirement, as the leaf is essentially frozen in place rather than drifting as requested. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and demonstrates excellent temporal consistency. While the motion is slightly simplistic, it effectively captures the tranquil, static-camera aesthetic requested in the prompt. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":88,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the conditioning frame and maintains excellent visual quality throughout. While the water movement is consistent, the leaf lacks the subtle drifting motion requested, resulting in a slightly static appearance. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":88,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}


Prompt: A single brown and green leaf floats on the surface of a gently flowing stream, surrounded by dark, rippling water. The environment is tranquil, with a lush, forested backdrop faintly visible through a soft-focus effect. Over five seconds, the water continues its subtle, rhythmic movement, causing the leaf to drift slightly while remaining mostly centered in the frame. The camera remains static, capturing a close-up, focused perspective that emphasizes the leaf's intricate texture and colors. Ambient lighting casts a natural, serene mood, highlighting the leaf's delicate veins. Throughout the sequence, the leaf's integrity and central position must remain consistent, ensuring continuity in the serene setting.

Explanation: The video maintains high fidelity to the first frame and captures the serene atmosphere well. While the leaf's motion is quite subtle, the overall visual quality and temporal consistency are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and captures the tranquil, serene mood requested. While the leaf's motion is quite subtle, the overall visual quality and temporal consistency are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}


Prompt: In a dynamic urban highway intersection, cars race along curving asphalt lanes beneath concrete overpasses. The central focus is a stream of blurred vehicles creating a sense of speed, accentuated by their trailing lights. The camera remains static, capturing a wide frame with overpasses arching overhead and trees with hints of autumn foliage lining the scene. The ambient lighting is soft, with overcast skies casting a muted gray tone, enhancing the subtle contrasts of vehicle colors. Throughout the clip, the position of the overpasses and the surrounding foliage remains constant, providing stability to the scene as vehicles maintain rhythmic motion and consistent blur effect due to their velocity.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested aesthetic of a static highway scene with blurred, fast-moving traffic. While there are minor issues with the fluidity of the vehicle motion and some temporal flickering in the blur trails, the overall composition and atmospheric quality are well-executed. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains high structural fidelity to the first frame and successfully captures the requested urban highway atmosphere. However, it suffers from noticeable temporal instability, with vehicle light trails flickering and morphing inconsistently throughout the sequence. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains the static camera and environmental setting very well, but suffers from noticeable temporal instability in the generated traffic, with vehicles flickering and morphing as they move across the frame. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":65,"visual_quality":80,"camera_composition":90}


Prompt: A sleek, black kitchen mixer on a dark countertop steadily kneads dough in a shiny, metallic bowl. The machine, positioned centrally, contrasts with the white, textured tile backsplash. The background remains consistently static as the mixer operates at a constant speed. The camera is static, maintaining a close-up, top-view framing that highlights the dynamic motion of the dough within. The scene is lit evenly from above, producing a neutral color palette with subtle reflections on the mixer’s glossy surface. The setting retains a calm, methodical mood with textures of the dough and machine staying uninterrupted throughout the clip.

Explanation: The video is highly faithful to the conditioning frame and follows the prompt's instructions well. While the motion of the dough is slightly robotic and lacks perfect physical realism, the overall visual quality and temporal stability are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's compositional requirements. While the dough's motion is slightly artificial and repetitive, the overall visual quality and temporal stability are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and follows the prompt's instructions well. While the motion of the dough is slightly mechanical and lacks perfect physical realism, the overall visual quality and temporal stability are very good. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}


Prompt: A white and gray cat lies peacefully on a windowsill, bathed in gentle natural light streaming through a glass window with a textured pattern. The environment is cozy and sunlit, with a beige cushion inside a softly lit room. The cat snoozes contentedly, occasionally twitching its tail and whiskers. The camera remains static, framing the cat in a close-up while keeping the window and cushion in the background. The lighting is constant, highlighting the cat's soft fur texture, creating a serene and warm mood. The tranquility of the scene is essential, and the cat's relaxed demeanor must remain unchanged throughout the 5-second duration.

Explanation: The video is visually impressive and adheres well to the prompt's aesthetic requirements, but the motion is too minimal to fully capture the requested 'twitching' behavior, resulting in a very static-looking scene. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is highly faithful to the conditioning frame and maintains a serene, high-quality visual aesthetic. While the motion is somewhat limited and slightly repetitive in the tail, the overall temporal consistency and adherence to the prompt's atmosphere are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is visually impressive and adheres closely to the prompt's aesthetic requirements, but the motion is too minimal to fully capture the requested 'twitching' behavior, resulting in a very static-looking scene. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: In the bustling streets of a city, a diverse crowd moves briskly through a sunlit urban landscape. The camera remains static, with a close-up focus on a single individual wearing a striped shirt and backpack, prominently in the foreground. This figure remains slightly blurred while the background holds a crisp scene of pedestrians crossing an intersection with a visible "One Way" street sign behind them. Throughout the continuous flow of people, overlapping chatter and the distant sounds of traffic fill the air. The scene captures the vibrant and dynamic energy of city life under a warm, natural light, maintaining consistency in color and atmosphere over the brief sequence.

Explanation: The generated video maintains high fidelity to the conditioning frame and effectively captures the requested depth-of-field, with a blurred foreground subject and a sharp background. Motion is fluid and consistent, though there is very minor temporal jitter in the background crowd movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested depth-of-field and urban atmosphere. While there is some minor temporal instability in the background crowd, the overall motion and composition are highly consistent with the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The generated video maintains high fidelity to the conditioning frame and effectively captures the requested depth-of-field and urban atmosphere. Motion is fluid and consistent, with only minor, expected artifacts in the background crowd movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}


Prompt: The clip captures lush, green leaves swaying gently in the breeze, set against a vibrant forest background. The camera remains static, framing the scene with branches displaying glossy, sunlit leaves occupying the foreground. Sunlight filters through, casting dynamic patterns of light and shadow, enhancing the leaves' vivid hues. The wind animates the foliage, introducing subtle, rhythmic motion that maintains consistency in texture and color throughout the sequence. The mood is serene and tranquil, evoking a sense of nature's gentle dynamism. Stability in the leaves' arrangement, lighting, and colors must be preserved, ensuring the continuity of the natural, breezy atmosphere across the entire segment.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested serene, breezy atmosphere with natural-looking leaf motion. While there is a minor degree of temporal flickering in the background, the overall visual quality and adherence to the prompt are very strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested serene atmosphere. While the motion is slightly mechanical, it remains consistent and visually pleasing. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high visual fidelity to the conditioning frame and effectively captures the requested serene, breezy atmosphere with realistic leaf movement and lighting. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}


Prompt: In a serene park setting, a border collie lies calmly on the shaded grass near a large tree, with a vast green field stretching out into the background. The ambient environment features a few scattered trees, an old barn-style building on the right, and a soft overcast sky lending a muted, tranquil tone. The camera remains static throughout, maintaining a wide shot that incorporates the pastoral landscape, while the dog stays consistently in its relaxing pose. The consistent lighting and stable color palette evoke a peaceful, timeless mood, with no significant movement or change in the scene over the five-second duration.

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the prompt's requirement for a static, tranquil scene. There is minimal motion and high temporal consistency, though the overall visual quality is slightly limited by compression artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":85,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the tranquil, static nature of the scene described in the prompt. While there are minor compression artifacts and slight texture flickering, the overall temporal consistency and visual quality are strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":85,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested tranquil, static atmosphere. The motion is minimal and consistent with the prompt, though there is some minor texture flickering in the grass. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":85,"camera_composition":95}


Prompt: In a serene park setting, a border collie lies calmly on the shaded grass near a large tree, with a vast green field stretching out into the background. The ambient environment features a few scattered trees, an old barn-style building on the right, and a soft overcast sky lending a muted, tranquil tone. The camera remains static throughout, maintaining a wide shot that incorporates the pastoral landscape, while the dog stays consistently in its relaxing pose. The consistent lighting and stable color palette evoke a peaceful, timeless mood, with no significant movement or change in the scene over the five-second duration.

Explanation: The video maintains perfect static camera composition and high fidelity to the first frame. The motion is minimal and appropriate for the prompt, with excellent temporal consistency throughout the sequence. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}

Explanation: The video maintains perfect fidelity to the first frame and adheres strictly to the prompt's requirement for a static, peaceful scene. There is minimal, natural-looking motion, and the temporal consistency is high throughout the duration. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}

Explanation: The video maintains perfect fidelity to the first frame and adheres strictly to the prompt's requirement for a static, peaceful scene. There is minimal, natural-looking motion, and the temporal consistency is excellent throughout the sequence. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}


Prompt: In a dark environment, a vibrant, inflatable tube man with multicolored arms waves energetically from the right side. The scene has a dazzling array of soap bubbles, iridescent and varied in size, floating upwards and capturing prismatic reflections from low, diffused lighting. The camera remains static, holding a wide frame to emphasize the whimsical dance of bubbles against the deep black background. The mood is playful, capturing the essence of a night carnival. As time progresses, the bubbles constantly move upward, maintaining a consistent density and distribution, while the vivid colors of the tube man stay unchanged, providing a dynamic yet stable visual rhythm.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested whimsical, dark-themed carnival atmosphere. While there is minor jitter in the motion of the tube man and slight fluctuations in bubble density, the overall temporal consistency and visual quality are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested whimsical, dark-themed carnival atmosphere. While there is minor jitter in the motion of the tube man's arms and slight fluctuations in bubble density, the overall temporal consistency and visual quality are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested motion of the tube man and floating bubbles. While there is slight temporal jitter in the tube man's movement, the overall visual quality and adherence to the prompt are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}


Prompt: In a dark environment, a vibrant, inflatable tube man with multicolored arms waves energetically from the right side. The scene has a dazzling array of soap bubbles, iridescent and varied in size, floating upwards and capturing prismatic reflections from low, diffused lighting. The camera remains static, holding a wide frame to emphasize the whimsical dance of bubbles against the deep black background. The mood is playful, capturing the essence of a night carnival. As time progresses, the bubbles constantly move upward, maintaining a consistent density and distribution, while the vivid colors of the tube man stay unchanged, providing a dynamic yet stable visual rhythm.

Explanation: The video maintains strong fidelity to the first frame and effectively executes the requested motion and atmosphere. While there is minor temporal jitter in the tube man's movement, the overall visual quality and adherence to the prompt are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested atmosphere. While there is some minor temporal jitter in the bubbles, the overall motion and visual quality are strong and consistent with the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and captures the requested atmosphere well. However, the inflatable tube man suffers from noticeable structural instability and flickering, which detracts from the overall temporal consistency. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}


Prompt: In a dark environment, a vibrant, inflatable tube man with multicolored arms waves energetically from the right side. The scene has a dazzling array of soap bubbles, iridescent and varied in size, floating upwards and capturing prismatic reflections from low, diffused lighting. The camera remains static, holding a wide frame to emphasize the whimsical dance of bubbles against the deep black background. The mood is playful, capturing the essence of a night carnival. As time progresses, the bubbles constantly move upward, maintaining a consistent density and distribution, while the vivid colors of the tube man stay unchanged, providing a dynamic yet stable visual rhythm.

Explanation: The video maintains high fidelity to the initial frame and captures the requested atmosphere well, but suffers from noticeable structural instability in the tube man's limbs and some temporal jitter in the bubble movement. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains high fidelity to the initial frame and captures the requested atmosphere well. However, the motion of the tube man is somewhat jittery and suffers from structural instability, and the bubble movement lacks perfect temporal smoothness. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains high fidelity to the first frame and captures the requested atmosphere well, but suffers from noticeable geometry instability in the tube man's limbs and some temporal flickering in the bubble animation. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}


Prompt: A young man wearing a black cowboy hat and a black shirt strums an acoustic guitar in a sunlit field beside a vintage green truck. The scene unfolds in a static frame as the camera slowly dollies backward, maintaining a medium shot that captures the expansive green landscape peppered with distant trees. The lighting is warm and natural, evoking a serene and nostalgic atmosphere. The subject walks forward, consistently in frame, starting from the foreground and moving mid-frame, while the grassy background remains stable. The colors are vivid yet slightly muted, enhancing the peaceful rural setting and the music's rhythmic flow.

Explanation: The video suffers from a poor initial conditioning frame that is completely out of focus, creating a jarring transition to the clear, high-quality subsequent frames. While the prompt adherence regarding the subject and setting is strong, the guitar scale is inaccurate, and the camera movement is subtle but acceptable. | overall_score=78 | aspect_scores={"first_frame_fidelity":60,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":75}

Explanation: The video suffers from a poor initial conditioning frame that is completely out of focus, creating a jarring transition to the clear, high-quality subsequent frames. While the prompt adherence regarding the subject and setting is strong, the guitar size is inaccurate, and the camera movement is subtle but acceptable. | overall_score=78 | aspect_scores={"first_frame_fidelity":60,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":75}

Explanation: The video fails significantly on first-frame fidelity, as it ignores the conditioning input entirely. While the visual quality of the subject and background is decent, the failure to execute the requested camera motion and the incorrect scale of the guitar significantly detract from the prompt adherence. | overall_score=45 | aspect_scores={"first_frame_fidelity":10,"prompt_adherence":60,"motion_quality":40,"temporal_consistency":50,"visual_quality":60,"camera_composition":50}


Prompt: A person with gray hair and glasses is speaking directly to the camera in a cozy coffee shop atmosphere. Behind them is a coffee machine with neatly arranged cups, set against a wall with a large world map. The camera remains static, capturing from a chest-up perspective. Lighting is warm and soft, creating a friendly and relaxed mood. Throughout the clip, the person gestures animatedly, maintaining consistent proximity and framing. The ambient texture of the coffee shop, including the rich brown tones and soft map details, remains stable as the video progresses, grounding the scene in a consistent and inviting environment.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested atmosphere and character. While there is some minor temporal instability in the background and around the facial features, the overall quality is high and the motion is natural. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":82,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested atmosphere and subject behavior. While there is some minor temporal instability in the background and around the facial features, the overall quality is high and adheres well to the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":82,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested atmosphere and subject. While there are minor temporal artifacts in the mouth region and slight background jitter, the overall quality is very high and adheres well to the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A person with gray hair and glasses is speaking directly to the camera in a cozy coffee shop atmosphere. Behind them is a coffee machine with neatly arranged cups, set against a wall with a large world map. The camera remains static, capturing from a chest-up perspective. Lighting is warm and soft, creating a friendly and relaxed mood. Throughout the clip, the person gestures animatedly, maintaining consistent proximity and framing. The ambient texture of the coffee shop, including the rich brown tones and soft map details, remains stable as the video progresses, grounding the scene in a consistent and inviting environment.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested atmosphere and subject. While there is some minor temporal instability in the facial movements and hand gestures, the overall quality is high and consistent with the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high visual quality and strong adherence to the prompt, with the character's appearance and the background environment remaining very consistent with the conditioning frame. While there is some minor temporal instability in the facial region during speech, the overall motion and composition are highly effective. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested atmosphere and subject. While there is some minor temporal instability in the facial features during speech, the overall quality is high and consistent with the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":82,"visual_quality":90,"camera_composition":95}


Prompt: In a close-up scene, a steady camera focuses on a white ceramic kettle pouring hot water over dark ground coffee in a white dripper, placed atop a transparent carafe. The setting is a minimalist, bright kitchen, with a softly blurred, neutral-toned background. Throughout the sequence, the kettle tilts slightly as steam rises, creating a delicate aroma. The scene is well-lit with natural sunlight, casting soft shadows and highlighting the golden hue of the coffee filter. The mood is calm and methodical, emphasizing the soothing ritual of coffee making. Ensure the kettle, filter, and carafe maintain their positions over time, with consistent lighting and gentle water flow.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a minimalist kitchen setting. While the motion of the water is slightly repetitive, the overall visual quality and stability are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high-quality generation with excellent adherence to the prompt and the conditioning frame. The primary detractions are the presence of distracting text overlays and minor limitations in the fluid motion of the water. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a minimalist kitchen setting. While the water flow motion is slightly mechanical, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: In a close-up scene, a steady camera focuses on a white ceramic kettle pouring hot water over dark ground coffee in a white dripper, placed atop a transparent carafe. The setting is a minimalist, bright kitchen, with a softly blurred, neutral-toned background. Throughout the sequence, the kettle tilts slightly as steam rises, creating a delicate aroma. The scene is well-lit with natural sunlight, casting soft shadows and highlighting the golden hue of the coffee filter. The mood is calm and methodical, emphasizing the soothing ritual of coffee making. Ensure the kettle, filter, and carafe maintain their positions over time, with consistent lighting and gentle water flow.

Explanation: The video maintains high fidelity to the initial frame and follows the prompt's aesthetic requirements well. However, the motion of the water is slightly unnatural, and the presence of the text overlay is a negative factor that detracts from the overall quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's aesthetic requirements. However, the motion of the water is slightly unnatural, and the presence of the text overlay is a negative factor that detracts from the overall quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and captures the requested scene well. However, the motion of the water is slightly unnatural and lacks the dynamic fluidity expected in a high-quality generation, and the presence of the text overlay is a minor negative factor. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: A vibrant goldfish with flowing orange and black fins swims gracefully in a clear blue aquarium. The water is illuminated by soft, diffused lighting, subtly highlighting the contours of the fish's scales. Throughout the 5-second clip, the camera maintains a steady zoom-in motion, focusing on the fish's fluid movements as it turns slightly to the left. A few blurred bubbles drift behind, adding depth to the watery setting. The mood is serene, and the gentle rippling of water remains consistent, emphasizing the tranquil ambiance of an underwater world.

Explanation: The video maintains high visual quality and excellent fidelity to the first frame, but it fails to implement the requested camera zoom-in motion effectively, resulting in a static composition that does not fully meet the prompt's requirements. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":70}

Explanation: The video maintains high visual fidelity to the first frame and captures the aesthetic of the prompt well, but it fails to execute the specific camera motion requested and the fish's movement is slightly stiff. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":90,"camera_composition":65}

Explanation: While the initial frame is highly faithful to the conditioning image, the video fails to execute the requested camera motion and shows significant temporal instability in the fish's anatomy. The movement is static and lacks the fluid, graceful swimming motion described in the prompt. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":50,"motion_quality":30,"temporal_consistency":40,"visual_quality":60,"camera_composition":30}


Prompt: A vibrant goldfish with flowing orange and black fins swims gracefully in a clear blue aquarium. The water is illuminated by soft, diffused lighting, subtly highlighting the contours of the fish's scales. Throughout the 5-second clip, the camera maintains a steady zoom-in motion, focusing on the fish's fluid movements as it turns slightly to the left. A few blurred bubbles drift behind, adding depth to the watery setting. The mood is serene, and the gentle rippling of water remains consistent, emphasizing the tranquil ambiance of an underwater world.

Explanation: The video maintains high visual fidelity to the first frame and captures the essence of the goldfish's movement well. However, it fails to execute the specific camera motion requested and lacks the requested environmental details like bubbles, with some minor temporal instability in the fins. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":70}

Explanation: The video maintains high visual quality and strong fidelity to the first frame throughout the sequence. While it captures the essence of the prompt, the requested camera zoom-in is barely perceptible, and the fish's motion is slightly stiff compared to the 'graceful' movement requested. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":75}

Explanation: The video is visually stunning and maintains high fidelity to the first frame, but it fails to execute the specific camera motion requested in the prompt. The motion of the fish is acceptable but could be more fluid to better match the 'graceful' description. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":90,"camera_composition":65}


Prompt: A bright orange goldfish swims in a clear blue aquarium against a speckled gravel substrate. The fish moves gracefully from the right side to the left, its fins rippling in the water. Another blurred goldfish occasionally obscures the foreground. The camera remains mostly static, with subtle pans following the main fish, maintaining a consistent focus on its vibrant scales and smooth movement. Lighting is bright and even, highlighting the fish’s rich orange hue against the serene, blue backdrop. Throughout the video, the color and texture of the fish, as well as the calm mood and aquarium setting, remain stable and consistent.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested aquarium scene with good visual quality. While the motion of the fish is slightly repetitive, the overall temporal consistency and adherence to the prompt are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested aquarium setting and fish movement. While there is slight temporal jitter in the fins, the overall visual quality and adherence to the prompt are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}


Prompt: A bright orange goldfish swims in a clear blue aquarium against a speckled gravel substrate. The fish moves gracefully from the right side to the left, its fins rippling in the water. Another blurred goldfish occasionally obscures the foreground. The camera remains mostly static, with subtle pans following the main fish, maintaining a consistent focus on its vibrant scales and smooth movement. Lighting is bright and even, highlighting the fish’s rich orange hue against the serene, blue backdrop. Throughout the video, the color and texture of the fish, as well as the calm mood and aquarium setting, remain stable and consistent.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested aquarium scene. While the main fish's movement is slightly unnatural and the foreground fish suffers from some morphing artifacts, the overall visual quality and adherence to the prompt are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the first frame and captures the requested aquarium setting well. However, the foreground blur effect is poorly executed, resulting in distracting morphing artifacts, and the main fish's movement lacks the desired fluid grace. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the conditioning frame and effectively captures the requested subject matter. While the motion of the foreground blur is slightly unnatural, the primary subject's movement and the overall aquarium setting are well-executed and consistent. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}


Prompt: In this one-shot clip, two individuals in blue shirts collaborate on assembling a metal frame using a U-bolt beside tall, slender reeds at the water's edge. Their hands engage in careful positioning and securing of the metal piece, conveying focused teamwork. The surrounding environment is natural, with water reflecting light subtly. The camera remains static throughout, capturing a close-up of the hands and metal components, emphasizing precision and collaboration. The scene is bathed in soft, natural daylight creating a calm and focused mood. Consistency in the subjects' positions, clothing, and tools is maintained as the assembly progresses steadily and fluidly over the sequence.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene. While the motion of the hands and the metal piece is slightly stiff and exhibits minor jitter, the overall temporal consistency and visual quality are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While the motion of the hands and metal piece is slightly stiff and exhibits minor temporal instability, the overall quality and adherence to the prompt are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: While the video maintains high visual fidelity to the first frame, it fails significantly on motion quality and prompt adherence. The subjects are meant to be assembling a frame, but there is virtually no movement or progression in the task, resulting in a static, lifeless sequence. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":40,"camera_composition":60}


Prompt: In a dimly lit room, a circular neon-green sign featuring black walking legs stands prominently in the center, casting subtle shadows on the plain wall behind. The static camera captures the sign as it slightly flickers over a 5-second duration, providing a vintage ambiance. The camera maintains a fixed medium-close shot, keeping the sign consistently framed. The luminous glow of the sign is the primary light source, creating a moody contrast against the backdrop. Throughout the clip, the sign's position remains unchanging, ensuring visual consistency, with no alterations to the lighting, color, or framing. This stable environment emphasizes the sign's retro aesthetic and mechanical simplicity.

Explanation: The video successfully maintains the requested aesthetic and composition throughout the sequence. While the animation of the legs is slightly stiff, it adheres well to the prompt's requirements for a flickering neon sign in a static environment. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested aesthetic and maintains high fidelity to the first frame. While the animation of the legs is slightly mechanical and repetitive, it fits the context of a neon sign, and the overall temporal consistency is high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested atmosphere and maintains high fidelity to the conditioning frame. While the animation of the legs is slightly mechanical, it fits the context of a neon sign, and the overall temporal consistency is very good. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A vast open sky forms the backdrop, occupied by gently drifting fluffy white clouds against a vibrant blue canvas. The sequence captures a tranquil, moving skyscape with high-altitude clouds slowly gliding from right to left. The camera employs a smooth, continuous panning to the left, maintaining a consistent upward angle that fills the frame with the ethereal texture of clouds. Lighting remains soft yet bright, creating a serene and uplifting mood throughout the clip. The sky's color and cloud formations should consistently transition, maintaining the peaceful rhythm and aesthetic harmony across the entire five-second duration.

Explanation: The video maintains high visual fidelity to the first frame and captures the requested atmosphere well, though the camera panning motion is slightly jerky and lacks the desired smoothness. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":75}

Explanation: The video maintains high visual quality and strong fidelity to the conditioning frame throughout. While the camera motion is a bit stiff and the cloud movement could be more fluid, it successfully captures the serene atmosphere and the requested sky-scape. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the conditioning frame and captures the requested atmosphere well, though the camera panning motion is slightly mechanical and lacks the desired smoothness. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":75}


Prompt: A vast open sky forms the backdrop, occupied by gently drifting fluffy white clouds against a vibrant blue canvas. The sequence captures a tranquil, moving skyscape with high-altitude clouds slowly gliding from right to left. The camera employs a smooth, continuous panning to the left, maintaining a consistent upward angle that fills the frame with the ethereal texture of clouds. Lighting remains soft yet bright, creating a serene and uplifting mood throughout the clip. The sky's color and cloud formations should consistently transition, maintaining the peaceful rhythm and aesthetic harmony across the entire five-second duration.

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested atmosphere well. While the motion is not perfectly smooth and exhibits some minor morphing artifacts, it remains visually pleasing and consistent throughout the sequence. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: While the video starts with a high-fidelity first frame, it fails to execute the requested camera panning motion entirely. The motion of the clouds is jittery and lacks the smooth, gliding quality described in the prompt, resulting in poor temporal consistency and visual degradation. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":30,"camera_composition":10}

Explanation: While the video starts with a perfect match to the conditioning frame, it fails almost entirely to execute the requested camera panning and smooth cloud motion. The resulting animation is jittery, lacks the specified directional movement, and suffers from poor temporal stability. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":30,"camera_composition":10}


Prompt: A single candle burns steadily on a red base, positioned centrally against a completely dark backdrop. The scene is captured in a close-up with a static camera, focusing intently on the gentle dance of the flame. The dim ambient lighting creates a warm, serene atmosphere, casting the candle's flickering glow against the shadows. Throughout the sequence, the candle remains stable, with the flame gently wavering, emphasizing the calming, contemplative mood. The colors are soft, dominated by orange and red hues, with smooth transitions and consistent texture, ensuring the flame's movement stays natural and uninterrupted.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested mood. The motion is generally natural, though it exhibits a slight repetitive quality over the short duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":88,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested mood and composition. While the flame animation is slightly mechanical, the overall visual quality and temporal stability are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video is highly successful in capturing the requested mood and composition, with near-perfect fidelity to the first frame. While the flame animation is slightly mechanical, it remains consistent and visually appealing throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":88,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}


Prompt: A person with a shaved head, wearing a black hoodie, stands in front of a vintage microphone positioned to their left. The backdrop is a simple dark studio curtain. The scene exudes a moodiness, accentuated by dim, focused soft lighting and a cool color palette, highlighting facial details and creating subtle shadows. The individual speaks with expressive facial movements, maintaining eye contact with the camera. The camera remains static, ensuring a consistent, centered mid-close framing throughout the 5-second clip. The lighting, focal distance, and spatial arrangement should remain stable to retain the environment's coherent atmosphere and visual consistency over time.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested mood and character. While there is some minor facial distortion and slight texture flickering during the speech animation, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and follows the prompt's stylistic requirements well. While there is some minor facial jitter during speech, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested mood and character appearance. While there is some minor facial distortion and slight texture flickering during the speech animation, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A person with a shaved head, wearing a black hoodie, stands in front of a vintage microphone positioned to their left. The backdrop is a simple dark studio curtain. The scene exudes a moodiness, accentuated by dim, focused soft lighting and a cool color palette, highlighting facial details and creating subtle shadows. The individual speaks with expressive facial movements, maintaining eye contact with the camera. The camera remains static, ensuring a consistent, centered mid-close framing throughout the 5-second clip. The lighting, focal distance, and spatial arrangement should remain stable to retain the environment's coherent atmosphere and visual consistency over time.

Explanation: The video maintains high fidelity to the first frame and captures the requested mood and composition well. However, there is persistent temporal flickering and minor facial distortion during speech that detracts from the overall visual quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and follows the prompt well, but suffers from minor temporal instability and ghosting artifacts during the subject's speech movements. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested mood and composition. However, there is some noticeable temporal instability and flickering around the mouth area during speech, which detracts from the overall motion quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":90}


Prompt: A shirtless man with red dreadlocks and tattoos stands at the center, holding a bottle. He is surrounded by a group of casually dressed men, some with phones, in front of a white building with large windows. The scene takes place outdoors on a street, during daylight with natural lighting creating a bright and relaxed atmosphere. The camera is static, capturing a mid-range shot, and the mood is lively. The sequence involves the central figure taking a drink, then energetically gesturing with his hands. Consistency is key with lighting, the crowd's positioning, and the background elements remaining stable throughout the clip.

Explanation: The video maintains high fidelity to the first frame and captures the requested scene well, but suffers from noticeable morphing artifacts during the character's hand movements and some temporal instability in the background. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested scene well. However, the motion of the central figure's hands and the bottle exhibits significant warping and geometry instability, which detracts from the overall quality. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}


Prompt: A shirtless man with red dreadlocks and tattoos stands at the center, holding a bottle. He is surrounded by a group of casually dressed men, some with phones, in front of a white building with large windows. The scene takes place outdoors on a street, during daylight with natural lighting creating a bright and relaxed atmosphere. The camera is static, capturing a mid-range shot, and the mood is lively. The sequence involves the central figure taking a drink, then energetically gesturing with his hands. Consistency is key with lighting, the crowd's positioning, and the background elements remaining stable throughout the clip.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested action of drinking. While the subsequent gesturing is slightly limited in energy, the overall temporal consistency and visual quality remain strong throughout the sequence. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and captures the requested scene well. However, the sudden disappearance of the bottle and slightly stiff motion during the gesturing phase prevent a perfect score. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested actions. While there is slight jitter in the motion and minor temporal inconsistencies in the jewelry, the overall quality is strong and adheres well to the prompt. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}