Prompt: The scene captures a bustling evening at a vintage drive-in diner with a prominent retro neon sign featuring whimsical hotdog characters. The diner, with its classic design and bright lights, is situated on a busy street, lined with traffic and glowing street lamps. A person walks briskly toward the entrance. Throughout the clip, the camera remains static, focusing on maintaining the vibrant neon hues and the lively ambiance. The atmosphere is lively and nostalgic, with consistent lighting keeping the shadows and colors stable as cars continue passing by. The diner remains the central focal point throughout the video.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested atmosphere and composition. While there are minor temporal instabilities in the character animations and the walking motion, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":82,"visual_quality":92,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested atmosphere. While there are minor temporal instabilities in the character animations and some slight flickering in the neon elements, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":82,"visual_quality":92,"camera_composition":95}


Prompt: In a dimly lit room with dark, minimalistic décor, a bald man with a goatee and earrings stands center frame. He wears a black hoodie and speaks into a retro-style microphone placed to his left. The camera remains static, capturing a medium close-up of the subject, maintaining a shallow depth of field that softly blurs the grey backdrop. The lighting casts gentle shadows, creating a moody atmosphere that complements the subdued grey tones permeating the scene. Over the course of five seconds, the subject delivers a monologue with minimal body movement, ensuring his appearance and position remain consistent throughout, while the lighting subtly accentuates his facial expressions.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested atmosphere and subject details. While there is some minor temporal instability in the mouth movements and slight jitter, the overall quality is high and consistent with 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}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested atmosphere and subject appearance. While there is some minor temporal instability in the mouth movements and microphone area, the overall quality is very high. | 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: In a dimly lit room with dark, minimalistic décor, a bald man with a goatee and earrings stands center frame. He wears a black hoodie and speaks into a retro-style microphone placed to his left. The camera remains static, capturing a medium close-up of the subject, maintaining a shallow depth of field that softly blurs the grey backdrop. The lighting casts gentle shadows, creating a moody atmosphere that complements the subdued grey tones permeating the scene. Over the course of five seconds, the subject delivers a monologue with minimal body movement, ensuring his appearance and position remain consistent throughout, while the lighting subtly accentuates his facial expressions.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested atmosphere and subject details. While there is some minor lip-sync inconsistency and slight jitter, the overall temporal stability and visual quality are high. | 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 first frame and effectively captures the requested atmosphere and subject details. While there is some minor temporal instability in the lip movements and slight jitter around the microphone, the overall quality is high and consistent. | 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 sloth slowly crosses a rural road, its long claws dragging across the rough, textured asphalt. The scene is set amidst lush, green vegetation with palm trees and signs in the background, indicating a tropical environment. Over a span of five seconds, the sloth steadily progresses across the frame, its brown fur softly illuminated by diffused daylight under a cloudy sky, creating a calm and serene mood. The camera remains static, capturing a wide shot at eye level with no movement, allowing a clear focus on the sloth's gradual journey. Throughout, the lighting, color palette, and background details must remain consistent, ensuring continuity in the peaceful tropical setting.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's environmental and compositional constraints. While there is some minor jitter in the sloth's movement, the overall temporal consistency and quality 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 maintains a consistent, high-quality visual style throughout. While there is some minor jitter in the sloth's movement, the overall temporal consistency and adherence to the prompt's atmospheric requirements are very 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: A sloth slowly crosses a rural road, its long claws dragging across the rough, textured asphalt. The scene is set amidst lush, green vegetation with palm trees and signs in the background, indicating a tropical environment. Over a span of five seconds, the sloth steadily progresses across the frame, its brown fur softly illuminated by diffused daylight under a cloudy sky, creating a calm and serene mood. The camera remains static, capturing a wide shot at eye level with no movement, allowing a clear focus on the sloth's gradual journey. Throughout, the lighting, color palette, and background details must remain consistent, ensuring continuity in the peaceful tropical setting.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's environmental and camera requirements. While the sloth's movement is generally good, there is some minor jitter and claw morphing that slightly detracts from the overall motion quality. | overall_score=85 | 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 initial frame and successfully captures the requested scene. While the motion of the sloth is slightly unnatural and exhibits minor temporal artifacts, the overall visual quality and adherence to the prompt's environmental details 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}


Prompt: A white and gray cat is peacefully sleeping by a window with a beige curtain, sunlight bathing its soft fur. The setting is a cozy corner with a slightly transparent glass panel to the right, allowing soft daylight to filter through. Throughout the 5-second clip, the only motion is the gentle rise and fall of the cat's breathing. The camera remains static, capturing a close-up of the serene scene with warm, natural light and soft focus, emphasizing tranquility. The lighting, cat’s position, and background should remain consistent, ensuring the thematic mood of relaxation persists uninterrupted.

Explanation: The video is highly faithful to the conditioning frame and maintains excellent visual quality throughout. While the motion is technically present, it is so minimal that it barely registers as the requested breathing, though it successfully avoids any unwanted artifacts or instability. | 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 is highly faithful to the conditioning frame and maintains excellent visual quality throughout. While the prompt requested the rise and fall of breathing, the motion is so minimal that it is barely detectable, though the overall execution is very professional and serene. | 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: A polished abalone shell sits on a red wooden tripod stand, placed centrally on a light wooden disc with circular textures. The background is an unobtrusive gray, enhancing focus on the main subject. The camera remains static throughout the clip, with a fixed frame capturing the shell slightly off-center as it slowly rotates clockwise at a consistent pace. Soft, diffused lighting highlights the shell’s iridescent interior, adding a warm glow to the scene. Colors are rich yet natural, maintaining a serene and contemplative mood. The shell, stand, and disc layout remain unchanged. The video’s stable lighting and color palette contribute to a harmonious visual consistency.

Explanation: The video maintains high visual quality and strong adherence to the prompt, with the shell rotating as requested. While there is minor jitter in the motion and slight inconsistencies in the iridescence, the overall result is highly professional and faithful to the conditioning frame. | 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 visual fidelity and adheres well to the prompt's requirements. While there is some minor jitter in the rotation and slight geometric morphing, the overall quality is high and the motion is consistent with the requested clockwise rotation. | 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 polished abalone shell sits on a red wooden tripod stand, placed centrally on a light wooden disc with circular textures. The background is an unobtrusive gray, enhancing focus on the main subject. The camera remains static throughout the clip, with a fixed frame capturing the shell slightly off-center as it slowly rotates clockwise at a consistent pace. Soft, diffused lighting highlights the shell’s iridescent interior, adding a warm glow to the scene. Colors are rich yet natural, maintaining a serene and contemplative mood. The shell, stand, and disc layout remain unchanged. The video’s stable lighting and color palette contribute to a harmonious visual consistency.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a rotating shell on a stand. While there is a very slight jitter in the motion, the overall visual quality and temporal stability are very strong. | 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 demonstrates high fidelity to the conditioning frame and follows the prompt's instructions well. While there is very minor jitter during the rotation, the overall visual quality and temporal consistency are strong. | 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 close-up kitchen scene, a hand with fair skin dexterously chops a bunch of green onions on a white cutting board. The scene is well-lit with natural light from an unseen source, casting soft shadows and maintaining a neutral color tone that emphasizes the fresh green of the onions. The camera remains static, focusing tightly on the hand and knife, capturing precise, rhythmic motions. The background is slightly blurred, suggesting a home kitchen setting without distracting from the main action. Across the five-second clip, the actions are smooth and continuous, maintaining the consistent elements of knife, hand position, and the dynamic chopping motion, ensuring a focused, serene kitchen atmosphere throughout.

Explanation: The video demonstrates high fidelity to the conditioning frame and maintains a consistent, well-lit kitchen atmosphere. While the visual quality is high, the motion lacks the physical consequence of the action, as the onions do not diminish during the chopping process. | 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. While the motion is slightly mechanical, it is consistent and visually coherent throughout the clip. | 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: The scene opens with an overhead view of a metal slicer set against a textured granite countertop, with a pile of crinkled, wavy potato slices beneath. A hand holding a shiny metal bowl enters from the left, rhythmically moving back and forth, pressing down to slice potatoes. The camera remains static, framing the slicer at a slight angle, ensuring consistent focus on the slicing action. The lighting is bright and even, highlighting the reflective surfaces of the slicer and bowl. The mood is methodical and serene, emphasizing precision. Throughout the clip, the granite and potato pile must remain steady, capturing the continuous, unbroken action of slicing with each frame.

Explanation: While the video maintains high visual fidelity to the first frame and camera composition, it fails significantly on motion quality and prompt adherence. The requested rhythmic slicing action is completely absent, with the hand and bowl remaining static and the potato slices appearing through temporal glitches rather than physical movement. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":50,"motion_quality":30,"temporal_consistency":30,"visual_quality":60,"camera_composition":80}

Explanation: The video maintains high visual quality and the first frame closely matches the conditioning frame. Some motion quality and temporal consistency issues, such as slight jitter and identity drift, lower the score. | overall_score=78 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":75}


Prompt: A man sits centered behind a microphone in an indoor studio. He wears a checkered shirt and holds a white device, examining it closely. The room is dimly lit with soft, ambient lighting creating a calm atmosphere. Background elements include a blurred plant and abstract artwork, adding depth with muted colors. The camera remains static throughout, maintaining a medium close-up framing of the subject. The lighting emphasizes the man's face while casting subtle shadows. Over the five seconds, he rotates the device, presenting different angles, ensuring position and light remain stable to showcase its design.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested action of rotating the device. While there is some minor geometry instability in the object and slight flickering in the hands, the overall visual quality and temporal consistency are strong. | 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 visual quality and adheres closely to the prompt. While there is some minor geometry instability in the device being held, the overall temporal consistency and fidelity to the first frame 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}


Prompt: A young man with curly brown hair is seated in a cluttered bedroom. He wears a casual brown sweater and sits in front of a microphone, his hand occasionally adjusting a headset. The room features a bunk bed on the left and a bookshelf filled with colorful books and baseballs on the right. The scene unfolds over a few seconds with the camera remaining static, maintaining a medium-close shot centered on the speaker. The lighting is natural and soft, casting mild shadows that add depth to the scene. The primary focus is on the speaker's facial expressions and subtle hand movements. Consistency in the room’s layout and lighting should be maintained throughout the clip.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively executes the requested action of adjusting a headset. While there is some minor temporal instability during the hand-headset interaction, the overall visual 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":82,"visual_quality":90,"camera_composition":95}


Prompt: A young man with curly brown hair is seated in a cluttered bedroom. He wears a casual brown sweater and sits in front of a microphone, his hand occasionally adjusting a headset. The room features a bunk bed on the left and a bookshelf filled with colorful books and baseballs on the right. The scene unfolds over a few seconds with the camera remaining static, maintaining a medium-close shot centered on the speaker. The lighting is natural and soft, casting mild shadows that add depth to the scene. The primary focus is on the speaker's facial expressions and subtle hand movements. Consistency in the room’s layout and lighting should be maintained throughout the clip.

Explanation: The video demonstrates high-quality generation with strong adherence to the prompt and excellent first-frame fidelity. While there are minor temporal instabilities in the hand movement and slight flickering, the overall visual quality and consistency are very high. | 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 scene elements. While there is some minor temporal instability in the hand movements and slight flickering around the edges of the subject, the overall quality is very high. | 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: The scene captures a group in a dimly lit room, with a central figure wearing sunglasses and adorned with jewelry, sitting on a leather couch. The environment is lively with multiple people around, creating a party atmosphere. The camera remains mostly static with occasional close-ups, emphasizing the protagonist's movements and expressions. Neon lighting casts deep blue and purple hues, enhancing the vibrant and energetic mood. The main focus is on maintaining the ambient lighting and the subject's relaxed demeanor throughout the clip, ensuring consistency with the background's subtle details like the couch and surrounding décor.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested aesthetic and mood. While there is some minor temporal instability in the background and slight jitter in the camera movement, the overall quality is high and consistent with the prompt. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":70}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested aesthetic and mood. While there are minor issues with motion stability and slight temporal artifacts in the background, the overall quality is high and consistent with the prompt. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":70}


Prompt: In this sequence of frames, the scene features a bustling urban street intersection. The main subject is a group of pedestrians in various bright jackets on the left side, preparing to cross the street. Tall buildings in muted gray and beige tones line the sides, with a distant skyscraper shrouded in fog in the background, adding a sense of depth. The camera remains static, maintaining a wide-angle framing that captures the street from foreground to horizon. The lighting is natural, with overcast conditions casting a soft, diffused quality over the scene. Consistency in the pedestrian group's position and the foggy skyscraper backdrop remains stable throughout the sequence, amplifying the city's bustling yet calm atmosphere.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested urban atmosphere. While there is some minor temporal instability in the movement of the pedestrians, the overall visual 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":82,"visual_quality":90,"camera_composition":95}


Prompt: A serene ocean scene at dusk, with calm waves gently lapping onto the sandy shore. The horizon is dominated by a vast expanse of blue water, reflecting the soft pastel hues of the sunset sky. Puffy clouds tinged with pink and purple hover above, creating a gentle, soothing ambiance. The camera remains static, capturing a wide, expansive view, and the sound of waves is consistently soothing. The lighting is natural, transitioning from soft twilight to early evening, maintaining a tranquil mood throughout. The colors and textures remain consistent, with the ocean's subtle movements providing peaceful continuity.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested serene ocean atmosphere. While there is some minor temporal instability in the wave foam, the overall visual quality and adherence to the prompt are very 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 maintains high visual fidelity to the conditioning frame and effectively captures the requested serene atmosphere. While there is some minor temporal instability in the wave foam, the overall motion is smooth and consistent with the prompt. | 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 calm, well-lit room, a man with short dark hair and a beard sits at a wooden desk. A white wall with a guitar and plant in the background sets a cozy atmosphere. He addresses the camera while gesturing, maintaining eye contact. The camera is static, focusing on his upper body, capturing his expressive hand movements and facial expressions. The soft daylight filters through nearby blinds, creating a warm, inviting ambiance. The color palette is natural and subdued, with earthy tones and light textures mirroring the relaxed, conversational mood. Throughout the clip, the setting and lighting remain consistent, emphasizing the subject's engaging communication.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested atmosphere and setting. While the motion is somewhat constrained and there is minor flickering in the facial region during speech, the overall quality is high and consistent. | 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 small ceramic incense burner sits centrally on a wooden table, surrounded by smooth purple stones. The burner glows warmly as its flame flickers, casting subtle shadows on surrounding surfaces. The table is positioned in a cluttered room with shelves filled with assorted boxes and bags in the background. The camera remains static, capturing the scene from a close, slightly elevated angle. Soft ambient lighting enhances the serene, cozy atmosphere, highlighting the texture of the burner and stones. Throughout the clip's duration, the burner's position, the ambient light's warmth, and the serene mood must remain consistent, ensuring a continuous, soothing visual experience.

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested serene atmosphere well. While the motion of the flame is somewhat static and lacks the expected liveliness, the overall temporal consistency and visual quality are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The generated video maintains high fidelity to the conditioning frame and adheres well to the prompt, creating a serene atmosphere. However, slight flicker and minor geometry instability detract from the motion and visual quality, slightly lowering the overall score. | overall_score=78 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":80,"motion_quality":70,"temporal_consistency":85,"visual_quality":75,"camera_composition":77}


Prompt: A person dressed in dark clothing is cautiously navigating the framework of a metal structure positioned above a street intersection. Nearby, a traffic light emits a steady red glow, casting a warm hue over the scene. Below, a large inflated mat is visible, providing a sense of height and safety. The night backdrop is punctuated by scattered city lights and quiet shadows, contributing to a tense yet controlled atmosphere. The camera remains stationary throughout, maintaining a medium shot that centers the person’s careful movements, emphasizing their position and interaction with the structures. Lighting highlights key elements without overwhelming the ambient nocturnal tones. Consistency in subject position and surrounding layout is maintained throughout the sequence.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested atmosphere and subject action. While there is some minor temporal flickering in the subject's movement, the overall visual quality and consistency 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 maintains high fidelity to the first frame and effectively captures the requested atmosphere and subject action. While there is some minor temporal flickering in the subject's movement, the overall composition and adherence to the prompt are very 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 bearded man with long hair and sunglasses sits against a rustic house backdrop, overgrown with lush greenery. The camera remains static, providing a mid-shot as the man gestures energetically with his hands, his expression animated. The background shows grey wooden walls and tall pine trees swaying gently in the breeze. The lighting is soft and natural, casting a warm glow that enhances the serene yet engaging mood of the scene. Textures of the foliage and the house's weathered exterior remain consistent, while the colors are a harmonious blend of greens and grays, maintaining stability throughout the clip.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene elements. While there is some minor temporal flickering in the background foliage and the hand gestures feel slightly repetitive, the overall visual 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":82,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested character and setting. While there is some minor texture instability during the hand gestures, 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}


Prompt: A calico cat with distinct black, white, and orange patches lies under dense green shrubbery, surrounded by dry leaves, on a dusty patch of ground. The scene is bathed in soft, natural daylight, creating a warm and serene mood. Over five seconds, the cat remains mostly motionless, occasionally blinking and twitching its ears. The camera stays static in a medium close-up, maintaining a stable framing with the cat centered. Consistency over time is crucial, ensuring the lighting, color balance, and background details remain unchanged throughout. The overall texture is crisp and vivid, capturing the subtle play of light and shadows on the cat's fur.

Explanation: The video demonstrates high-quality generation with strong adherence to the prompt and first-frame conditioning. While the motion is slightly mechanical in the facial area, the overall temporal consistency and visual quality are impressive. | 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 effectively captures the requested mood and subject. While the motion is somewhat limited, the temporal consistency is strong, and the overall visual quality is impressive. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}


Prompt: The scene opens on a tranquil, dimly-lit porch overlooking a moonlit forest with tall pine trees sparsely placed across an expansive landscape. The camera remains static, focusing forward as a subtle breeze animates the grass. Suddenly, a spotlight from an unseen aircraft sweeps across the terrain, casting dynamic shadows on the ground. The night sky, deep blue and serene, is punctuated by a glowing crescent moon. Soft ambient lighting creates a mysterious atmosphere, enhancing the texture of the wooden porch railing. Throughout the sequence, the porch and its surroundings remain consistently composed, with only the moving spotlight altering the scene's dynamic tension while the ambient sounds of the night persist uninterrupted.

Explanation: The video maintains high fidelity to the first frame and successfully executes the core prompt requirement of a spotlight sweeping across the terrain. However, the presence of persistent UI elements from the source video and minor lighting inconsistencies slightly detract from the overall quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":75,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and successfully executes the core prompt requirement of a sweeping spotlight. However, the motion of the light source is slightly robotic, and the presence of persistent UI text from the source frame detracts from the overall visual quality. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":85}


Prompt: The scene opens with a cloudy, stormy sky above a road. The main subject is a cartoonish, green tractor flying across the frame, positioned centrally against the blurred, rainy glass of a moving vehicle. The tractor's vibrant color contrasts with the muted, gray background of distant fields and skies. A tornado can be seen in the distance, creating a dramatic tension. The camera maintains a steady fixed position, capturing the movement of the tractor across the frame from left to right. The lighting is dim and moody, evoking a sense of impending danger. Over the clip, the swirling storm and the road remain consistent as the tractor maintains its playful, animated form.

Explanation: The video maintains high fidelity to the initial frame and effectively captures the requested mood and subject matter. However, the motion of the tractor is slightly unnatural and exhibits minor geometric 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":65}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. However, the motion of the tractor is slightly unnatural, and the 'cartoonish' style requested in the prompt is not clearly reflected in the final output. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":70}


Prompt: A flight attendant in a blue uniform with matching hat and makeup walks down an airplane aisle. The airplane interior features beige seats, overhead compartments, and a warm light illuminating the scene. Over five seconds, the attendant moves gracefully, engaging with passengers. The camera initiates with a medium close-up, then slowly zooms out, providing a wider view of the cabin by the end. Warm, diffuse lighting casts a gentle ambiance, enhancing the retro aesthetic with saturated blues and golds. The spatial layout and positions of seats and lighting remain consistent throughout, ensuring seamless continuity of the scene’s soft, inviting mood.

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested aesthetic perfectly. However, it falls short on the specific camera movement instructions and the dynamic nature of the character's movement, which feels more like a loop than a natural walk. | 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 fidelity to the conditioning frame and captures the requested aesthetic well. However, it falls short on the specific camera movement instructions and the depth of interaction with the environment. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: In a warmly lit room, a table with a reflective glass surface sits centered in the frame. On the table, a person dressed in ornate clothing is partially visible through the reflection. A white rod and two transparent spherical objects rest upon the glass. The background shows colorful textiles draped on the side, adding a cozy texture. The camera remains static throughout the scene, capturing a stable frontal view. The mood is serene, with soft shadows enhancing the gentle, intimate atmosphere. Across the 5-second clip, the reflection of the person and objects remains unchanged, emphasizing consistency in positioning and lighting, while the ambient light softly bathes the entire setting in earth tones.

Explanation: The generated video maintains exceptional consistency with the conditioning frame, showing almost no temporal drift or artifacts. The scene remains static as requested, and the lighting and reflections are rendered with high fidelity. | 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 near-perfect fidelity to the first frame and exhibits excellent temporal stability. The motion is minimal and consistent with the prompt's requirement for a static scene, with no significant artifacts or identity drift. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}


Prompt: A turtle with intricate shell patterns rests on a carpeted surface of a boat, beside a silver object. The backdrop shows rippling water. Over five seconds, a hand offers a Cheeto to the turtle, which slowly extends its head to take the snack. The camera remains static, capturing a close-up with the turtle centered in frame, ensuring continuous focus and stability. Natural daylight illuminates the scene, casting soft shadows and enhancing the earthy tones of the turtle's shell. Consistent textures in the carpet and water create a calm, intimate mood, while the turtle’s position and the boat’s layout remain unchanged throughout the clip.

Explanation: The video successfully executes the requested action with high visual fidelity and strong adherence to the prompt. While there is minor jitter during the turtle's movement, the overall temporal consistency and quality 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}

Explanation: The video demonstrates high-quality generation with strong adherence to the prompt and the initial conditioning frame. The interaction between the hand and the turtle is well-rendered, though there is minor temporal instability during the movement. | 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: A rustic cast-iron chiminea stands prominently on snow-covered ground, emitting plumes of smoke that rise into a frosty winter garden. Dense evergreens line the sides of the path, with garden pots scattered amid the snow. The video starts with a static, centered frame focusing on the chiminea’s glowing embers, as gentle gusts cause the smoke to swirl and dissipate into the crisp air. The lighting is natural, casting a muted glow across the scene, enhancing the cold, serene atmosphere. The camera remains still throughout the 5-second duration, capturing the chiminea’s unchanging position, the constant snowy background, and the smokey wisps that maintain their fluid dance, exuding a tranquil, wintry mood consistent in texture and tone.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested atmosphere. While there is some minor, expected repetition in the smoke animation, the overall temporal consistency and visual quality 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 effectively captures the requested atmosphere. While the smoke motion is slightly repetitive, the overall visual quality and temporal stability 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: In this video clip, a man in a red t-shirt and jeans stands at a kitchen counter with dark wood cabinets in the background. The dimly lit room gives a warm, cozy ambiance, accentuated by a single lamp in the adjacent room, visible through an open doorway. The main action involves the man attempting to light a small red candle on the counter. The camera remains static, capturing a medium shot, with a granite countertop in the foreground. Throughout the sequence, the candle must remain in the same position, and the lighting and room layout should stay consistent, emphasizing the gentle, warm tone of the setting.

Explanation: The generated video fails to animate the requested action, resulting in a static image sequence that does not fulfill the prompt's requirement for the man to light a candle. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":5,"visual_quality":20,"camera_composition":90}

Explanation: The video maintains consistent lighting and respects the first frame, but the motion is quite minimal. There are also slight flickers between frames, affecting the temporal consistency. | overall_score=80 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}


Prompt: A bustling city intersection comes alive with a vibrant tempo as a yellow taxi moves prominently through the center of the frame, surrounded by other vehicles. The scene is lit by warm streetlights, casting a golden hue reflected in the wet pavement. Tall buildings form a backdrop with windows glowing softly, contrasting against the twilight sky. The camera is static, maintaining a wide shot that captures the entire crossroad. Throughout the clip, pedestrians briskly cross, blurring slightly, while maintaining the steadiness of the environment and lighting. The scene's mood is dynamic, encapsulating the vibrant essence of urban nighttime energy, ensuring consistent traffic flow and lighting ambiance.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested urban nighttime atmosphere. While the motion of the foreground pedestrian is slightly unnatural due to morphing artifacts, 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 captures the requested urban nighttime atmosphere well. The primary drawback is the motion artifacting on the foreground pedestrian, which detracts from the overall realism. | 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 graceful sea turtle glides effortlessly through the clear blue ocean, its shell displaying shades of green and brown. The turtle moves steadily toward the right, with gentle, rhythmic flippers propelling it forward. The underwater environment is serene and open, characterized by a soft, ambient aquatic glow that fills the frame, highlighting the turtle's textured skin. The camera maintains a steady dolly shot, creating a smooth motion that follows the turtle's path. Lighting is natural and diffused, casting a tranquil mood over the scene. Throughout the sequence, the turtle remains centered, ensuring consistency in its pace and orientation, with a continuous backdrop of quiet ocean space that complements the turtle's elegant journey.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested motion and atmosphere. While there are minor temporal instabilities in the flipper movement, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity to the first frame and captures the requested graceful motion of the sea turtle well. While there are minor temporal inconsistencies in the flipper movement and background, the overall visual quality and adherence to the prompt 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":85}


Prompt: A lone sea turtle with a beautifully patterned shell swims gracefully along a coral reef. The turtle's intricate shell is a mix of deep greens and browns, with each fin elegantly propelling it forward. The coral backdrop, rich in reddish hues and diverse textures, provides a serene underwater landscape. Throughout the five-second clip, the camera maintains a static position, ensuring the turtle remains centered and magnifies its slow, rhythmic movement. Soft, diffused light filters through the water, casting gentle shadows and enhancing the tranquil mood. Color consistency and the turtle’s position relative to the coral must remain stable, embodying a calm and fluid underwater experience.

Explanation: The video successfully maintains the visual identity of the turtle and the coral reef throughout the sequence. While the motion is slightly mechanical, the overall temporal consistency and adherence to the static camera requirement are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"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 adheres well to the prompt's requirements for a static camera and tranquil underwater setting. While there is some minor temporal flickering in the background textures and the fin motion is somewhat repetitive, the overall quality is 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}


Prompt: An ant moves steadily across a sunlit beige ledge with a rugged brick wall backdrop. Two ice cubes, one partially melted, sit at the center, creating a glistening puddle. The environment is outdoors, surrounded by verdant foliage, hinted by blurred greenery. The camera remains static, capturing the scene in a wide frame. Lighting is warm and natural, casting soft shadows, with a serene and contemplative mood. The ant's gradual journey across the frame and the slow melting of ice depict a tranquil passage of time. Throughout, the composition, lighting, and setting remain consistent, maintaining a peaceful ambient tone.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's setting and composition. However, the motion of the ant is slightly unnatural, and the requested slow melting of the ice is not effectively captured. | 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 conditioning frame and captures the requested scene elements well. However, the motion of the ant is slightly unnatural, and the expected progression of the ice melting is largely absent, limiting the sense of temporal passage. | 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 features a transparent smoke-like cloud morphing dynamically within a 3D grid workspace. Positioned centrally, the cloud fluctuates in density, shifting from compact to dispersing softly. The environment is a static 3D modeling screen with a wireframe box framing the cloud, guiding its spatial flow. The camera remains fixed, capturing a medium-wide frame that holds the entire cloud and grid. Cool, dim lighting casts gentle shadows, emphasizing a muted, neutral color palette with a subtle blue tint. Texture shifts from sharp edged to ethereal. Throughout the sequence, the cloud's movement maintains fluid, organic transitions while the overall scene layout remains consistently stable.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested morphing behavior of the smoke within the 3D grid. While the motion is generally fluid, the density changes could be more pronounced to fully realize the prompt's potential. | 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 successfully maintains the requested 3D workspace environment and demonstrates high-quality, fluid motion for the smoke cloud. While there is some minor temporal flickering in the cloud's density, the overall visual fidelity and adherence to the prompt are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}


Prompt: The video features a transparent smoke-like cloud morphing dynamically within a 3D grid workspace. Positioned centrally, the cloud fluctuates in density, shifting from compact to dispersing softly. The environment is a static 3D modeling screen with a wireframe box framing the cloud, guiding its spatial flow. The camera remains fixed, capturing a medium-wide frame that holds the entire cloud and grid. Cool, dim lighting casts gentle shadows, emphasizing a muted, neutral color palette with a subtle blue tint. Texture shifts from sharp edged to ethereal. Throughout the sequence, the cloud's movement maintains fluid, organic transitions while the overall scene layout remains consistently stable.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested dynamic motion of the smoke-like cloud within the wireframe grid. While the motion is slightly repetitive and lacks a pronounced shift in texture, the overall temporal stability and adherence to the prompt's visual requirements 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 requested 3D workspace aesthetic and demonstrates high-quality, organic motion for the smoke cloud. While there is very slight temporal jitter in the cloud's density, the overall fidelity to the prompt and the initial frame is 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":95}


Prompt: A black kitchen stand mixer with shiny metal accents sits on a glossy black countertop beneath a white textured tile backsplash. In a silver mixing bowl attached to the mixer, flour whirls rhythmically. The camera remains static with a medium close-up framing, revealing subtle reflections. Ambient lighting highlights the mixer’s glossy finish and the mixture's texture. Over five seconds, a human hand holding a yellow cup approaches the bowl, allowing sugar to pour steadily into the mixture. The consistent smoothness of the motor's operation and the mixture's gradual motion must remain stable, enhancing an orderly and efficient kitchen atmosphere.

Explanation: The video demonstrates high fidelity to the conditioning frame and successfully executes the complex action of pouring sugar into a mixing bowl. While there is a slight jitter in the pouring motion and minor temporal inconsistencies in the mixture's texture, the overall visual quality and adherence to the prompt are very strong. | 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 demonstrates high visual fidelity and successfully executes the requested action of pouring sugar into the mixer. While there is some minor jitter in the hand and the sugar stream, the overall temporal consistency and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A black kitchen stand mixer with shiny metal accents sits on a glossy black countertop beneath a white textured tile backsplash. In a silver mixing bowl attached to the mixer, flour whirls rhythmically. The camera remains static with a medium close-up framing, revealing subtle reflections. Ambient lighting highlights the mixer’s glossy finish and the mixture's texture. Over five seconds, a human hand holding a yellow cup approaches the bowl, allowing sugar to pour steadily into the mixture. The consistent smoothness of the motor's operation and the mixture's gradual motion must remain stable, enhancing an orderly and efficient kitchen atmosphere.

Explanation: The video maintains high fidelity to the conditioning frame and captures the requested scene well, though the entry of the hand and the physics of the pouring sugar could be more refined for better realism. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"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 visual quality. While the motion of the hand and the pouring of the sugar could be more fluid and natural, the overall execution is highly competent and adheres well to the prompt's requirements. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A yellow pedestrian crossing sign featuring a black walking figure stands prominently in the foreground, surrounded by neatly trimmed bushes. The setting is an urban streetscape with parked cars lining the road, under an overcast sky with distant hills partially shrouded in mist. The scene remains consistent throughout the clip with a static camera angle maintaining a steady composition, capturing the sign centrally framed against the cloudy horizon. Lighting is natural, subdued, and diffused, evoking an overcast autumn ambiance. The colors are muted but clear, with stable textures on the road and greenery, ensuring continuity across the sequence without any alterations in the layout, lighting, or mood.

Explanation: The video maintains high fidelity to the conditioning frame and follows the prompt's atmospheric requirements well. While the motion is very subtle, the overall visual quality and temporal stability are high. | 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 environmental description. While the motion is very subtle, the overall visual quality and temporal stability are high. | 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: A yellow pedestrian crossing sign featuring a black walking figure stands prominently in the foreground, surrounded by neatly trimmed bushes. The setting is an urban streetscape with parked cars lining the road, under an overcast sky with distant hills partially shrouded in mist. The scene remains consistent throughout the clip with a static camera angle maintaining a steady composition, capturing the sign centrally framed against the cloudy horizon. Lighting is natural, subdued, and diffused, evoking an overcast autumn ambiance. The colors are muted but clear, with stable textures on the road and greenery, ensuring continuity across the sequence without any alterations in the layout, lighting, or mood.

Explanation: The video maintains high fidelity to the conditioning frame and follows the prompt's requirements for composition and mood. While the motion is very subtle, the overall temporal stability and visual quality are high. | 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 follows the prompt's requirements for an overcast, static urban scene. While the motion is very subtle, the temporal consistency and visual quality are high, with only minor flickering on the sign's edges. | 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: A close-up scene captures a hand holding a green measuring cup, steadily pouring a translucent yellow liquid into a black pot, filling the frame centrally. The environment is dimly lit, creating a focused, intimate atmosphere with soft, diffused lighting. A static camera frames the precise motion, highlighting the liquid’s smooth flow with a consistent, warm color palette. The texture of the cup and liquid remains vivid, while the background is intentionally ambiguous to maintain focus on the central action. Stability in lighting and the flow's continuity are essential for temporal coherence, ensuring the mood and appearance persist throughout the sequence.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested action with a consistent aesthetic. While there is minor jitter in the liquid stream, the overall temporal coherence and visual quality 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}


Prompt: A close-up scene captures a hand holding a green measuring cup, steadily pouring a translucent yellow liquid into a black pot, filling the frame centrally. The environment is dimly lit, creating a focused, intimate atmosphere with soft, diffused lighting. A static camera frames the precise motion, highlighting the liquid’s smooth flow with a consistent, warm color palette. The texture of the cup and liquid remains vivid, while the background is intentionally ambiguous to maintain focus on the central action. Stability in lighting and the flow's continuity are essential for temporal coherence, ensuring the mood and appearance persist throughout the sequence.

Explanation: The video maintains high fidelity to the first frame and captures the requested action well, but suffers from minor temporal inconsistencies in the liquid's flow and fails to render the liquid as yellow, appearing clear instead. | 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 captures the requested action well, though it fails to render the liquid as yellow, appearing clear instead. Motion is generally smooth, with only minor temporal inconsistencies in the liquid stream. | 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: The scene opens with a shadowy figure holding a controller above a dimly lit highway at night, with illuminated shop fronts and distant trees lining the backdrop. As the clip progresses, the controller remains centered, subtly rotating. The camera is static, maintaining a medium close-up framed against the backdrop of subtly moving vehicles below. The lighting is low and consistent, casting a mysterious ambiance with cool, muted tones. The background elements – shops, road, and trees – remain consistently stable, emphasizing the controller's gentle movement. Throughout the video, the texture of the scene remains smooth and the mood tense, capturing a silent, suspenseful moment.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested atmosphere. While there is some minor flickering in the controller's light bar and slight background jitter, the overall temporal consistency and prompt adherence 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 maintains high fidelity to the conditioning frame and successfully captures the requested mood and composition. While the motion of the controller is very subtle, it aligns with the prompt's requirement for a 'gentle' movement, and the overall visual quality is 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: In a cozy living room setting lit by natural daylight, three large cream-colored candles sit on rustic wooden holders atop a table. The scene features a textured brick wall and a glimpse of a window to the right, indicating an indoor environment. As the camera smoothly transitions from a close-up on the candles to a wider shot, it reveals a couple seated on a plush sofa in the background, engaged in a warm conversation. The camera maintains a gentle zoom throughout, emphasizing the serene ambiance. Lighting remains soft and consistent, casting subtle shadows while ensuring the colors are warm and inviting, highlighting the peaceful and intimate mood.

Explanation: The video does a great job of maintaining the aesthetic of the first frame while successfully executing the complex camera movement and revealing the background subjects as requested. While there are minor issues with temporal stability and the smoothness of the zoom, the overall quality is high and adheres well to the prompt's atmospheric requirements. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":75}

Explanation: The video maintains high fidelity to the first frame and successfully incorporates the requested narrative elements, though the camera movement is slightly mechanical and the transition to the background subjects is abrupt. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":75}


Prompt: In a cozy living room setting lit by natural daylight, three large cream-colored candles sit on rustic wooden holders atop a table. The scene features a textured brick wall and a glimpse of a window to the right, indicating an indoor environment. As the camera smoothly transitions from a close-up on the candles to a wider shot, it reveals a couple seated on a plush sofa in the background, engaged in a warm conversation. The camera maintains a gentle zoom throughout, emphasizing the serene ambiance. Lighting remains soft and consistent, casting subtle shadows while ensuring the colors are warm and inviting, highlighting the peaceful and intimate mood.

Explanation: The video demonstrates high fidelity to the conditioning frame and successfully executes the requested camera transition. While there is minor flickering in the flames and the zoom could be smoother, the overall adherence to the prompt and visual quality are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video demonstrates high fidelity to the conditioning frame and successfully executes the requested camera transition. While there is minor temporal instability in the candle flames and the zoom could be smoother, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: In a static close-up shot, a glass cup with a curved handle is placed beneath a coffee machine spout, centered in the frame. The background is plain white, allowing the focus to remain on the liquid's rich, amber hue pouring into the cup. Soft lighting illuminates the scene, enhancing the contrast between the warm coffee tones and the stark background. Over five seconds, the coffee level steadily rises, with smooth, consistent texture and a slight foam forming on top. The shot maintains a serene and inviting mood, with no camera movement, ensuring the continuity of the composition and lighting throughout the sequence.

Explanation: The video is highly consistent with the conditioning frame and adheres well to the prompt's descriptive requirements. While the motion of the liquid is somewhat repetitive and there is a minor artifact present, the overall visual quality and stability 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 successfully maintains the requested static composition and demonstrates high fidelity to the conditioning frame. While the motion of the pouring liquid is slightly repetitive, it is generally smooth and consistent with 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 vibrant scene in an indoor plant greenhouse features lush green plants with variegated leaves stretching toward fluorescent lights above. The camera tilts upward in a smooth, gentle motion, capturing the plants’ growth and the structured grid of metal shelves. The environment is softly lit with daylight simulation, casting a natural glow over the plants, enhancing their textures and vivid green hues. The mood is tranquil and fresh. Consistent elements include the position and appearance of the plants, shelves, and lighting, maintaining harmony throughout the scene. Subtle background details hint at a spacious indoor room, with soft focus enhancing the depth and giving a serene, botanical ambiance.

Explanation: The video is visually impressive and maintains high fidelity to the first frame, but the requested camera motion is too subtle to be effective, resulting in a nearly static shot. | 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 impressive and maintains high fidelity to the first frame, but the requested camera motion is barely perceptible, making the movement feel static rather than a smooth tilt. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":70}


Prompt: A calm ocean scene under a cloud-dappled sky, reflecting the soft golden hues of a setting sun. The tranquil water's surface gently ripples, illuminated by the shimmering light. The scene remains consistent throughout the clip, focusing on the vastness of the sea. The camera remains static, capturing a wide shot with the horizon centered and stable. The mood is serene and contemplative, with a muted color palette of blues and golds. Lighting is soft and diffused, maintaining a consistent ambiance. No significant changes or movements occur, emphasizing the peaceful and unchanging nature of the environment.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for a calm, static ocean scene. While the motion is somewhat subtle and repetitive, it effectively captures the requested serene atmosphere without introducing temporal instability. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for a calm, static ocean scene. While the motion is slightly repetitive, the overall visual quality and temporal stability are very 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}


Prompt: A majestic oak tree dominates the right side of a serene meadow under the soft glow of morning sunlight. The tree's textured bark and lush green leaves contrast with the clear blue sky. In the background, a line of smaller trees creates depth. The camera remains static, framing the scene symmetrically, allowing dappled light to play through the branches while a gentle breeze subtly animates the foliage. The colors are earthy and natural, creating a peaceful and contemplative mood. Throughout the 5-second clip, all elements remain stable, with the light intensity and position of objects remaining unchanged, ensuring continuity and consistency in the visual presentation.

Explanation: The video maintains exceptional visual and temporal consistency, perfectly matching the conditioning frame. While the motion is very subtle, it avoids artifacts and maintains a high level of quality throughout the 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}

Explanation: The video maintains exceptional consistency and visual fidelity to the first frame, though the requested motion of the foliage is very minimal, bordering on static. The overall quality is high, with no significant artifacts or temporal instability. | 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: A wisp of ethereal blue smoke dances gracefully against a pitch-black backdrop, twisting and curling in a mesmerizing ballet. The smoke remains the central focus, flowing upwards while forming delicate, ephemeral shapes. The camera is static, capturing the smoke's fluid movements in a tight frame that emphasizes its intricate patterns. Soft, cool lighting enhances the smokey tendrils' blue hue, giving the scene an almost otherworldly feel. The overall mood is calm and contemplative, with the texture of the smoke gently fading into the darkness. Consistency should be maintained in the color, texture, and behavior of the smoke as it rises, ensuring a seamless visual experience throughout the five seconds.

Explanation: The video successfully captures the requested aesthetic and motion, maintaining a high level of fidelity to the first frame. However, the smoke loses its intricate structure and fades away too rapidly, which slightly detracts from the intended contemplative mood. | overall_score=78 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":85}

Explanation: The video captures the essence of the prompt well, maintaining the requested color and lighting. However, the smoke loses its intricate structure and fades away too rapidly, which detracts from the intended 'mesmerizing ballet' effect. | overall_score=78 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":85}


Prompt: A wisp of ethereal blue smoke dances gracefully against a pitch-black backdrop, twisting and curling in a mesmerizing ballet. The smoke remains the central focus, flowing upwards while forming delicate, ephemeral shapes. The camera is static, capturing the smoke's fluid movements in a tight frame that emphasizes its intricate patterns. Soft, cool lighting enhances the smokey tendrils' blue hue, giving the scene an almost otherworldly feel. The overall mood is calm and contemplative, with the texture of the smoke gently fading into the darkness. Consistency should be maintained in the color, texture, and behavior of the smoke as it rises, ensuring a seamless visual experience throughout the five seconds.

Explanation: The video demonstrates high-quality fluid dynamics and maintains the requested aesthetic throughout the sequence. While there is a slight loss of detail in the upper smoke plume, the overall visual quality and adherence to the prompt are very 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 demonstrates high fidelity to the conditioning frame and effectively captures the requested ethereal blue smoke movement. While there is a slight loss of detail in the upper smoke structures over time, the overall visual quality and motion are highly consistent and aesthetically pleasing. | 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: A sleek, metallic spinning top rests delicately on a smooth, reflective black surface within a minimalistic, softly lit studio environment. The camera remains static, capturing a well-centered, close-up view of the top as it spins gracefully and steadily, creating a hypnotic motion that persists throughout the clip. The lighting is even and neutral, accentuating the top's shiny texture and its sharp, streamlined form against the blurred background. Over the five seconds, the top maintains its rotational pace without wavering, stabilized in the controlled, serene setting, ensuring consistency in speed and lighting for the duration.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's aesthetic requirements. However, the motion of the spinning top is not perfectly fluid, showing minor temporal instability, and the inclusion of a watermark detracts from the requested minimalistic studio environment. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high visual fidelity and strong adherence to the prompt's aesthetic requirements. However, the motion of the top is not perfectly smooth, showing minor temporal instability, and the inclusion of a watermark detracts from the requested minimalistic studio environment. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A sleek, metallic spinning top rests delicately on a smooth, reflective black surface within a minimalistic, softly lit studio environment. The camera remains static, capturing a well-centered, close-up view of the top as it spins gracefully and steadily, creating a hypnotic motion that persists throughout the clip. The lighting is even and neutral, accentuating the top's shiny texture and its sharp, streamlined form against the blurred background. Over the five seconds, the top maintains its rotational pace without wavering, stabilized in the controlled, serene setting, ensuring consistency in speed and lighting for the duration.

Explanation: The video is highly consistent with the prompt and the conditioning frame, showing a realistic spinning top. The primary deduction is due to the presence of an embedded watermark and minor inconsistencies in the smoothness of the rotation. | 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 successfully maintains the visual style and composition requested, but the motion of the spinning top is slightly unnatural and jittery. The inclusion of an embedded watermark significantly detracts from the professional quality of the generation. | 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 woman in a white shirt and black shorts, wearing a bike helmet, stands on a city street corner with her bicycle. The backdrop features an urban setting with a multi-story building and shops along the street. The scene captures traffic, including cars moving past the crosswalk. The woman slowly walks her bicycle across the intersection. The camera remains static with a wide-angle view throughout, maintaining consistent framing. The lighting is natural daylight, creating a clear and bright mood with vibrant colors. Elements like the red flower baskets and street signs remain stable in the frame, providing continuity and a consistent atmosphere as the primary action unfolds.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene elements. While there is some minor motion jitter and slight temporal instability in the background, the overall quality is high and the prompt requirements are well-met. | 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 scene. While there is some minor motion jitter in the subject's movement, 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}


Prompt: A solitary green leaf with mottled brown edges floats gently on the dark, reflective surface of a slow-moving stream. The scene is set in a tranquil forest with a focus on the contrasting textures of the leaf against the water. The camera remains static, capturing the serene, undisturbed motion of the leaf as it meanders downstream. Soft natural light filters through the canopy, casting a muted glow and highlighting the vibrant colors and gentle ripple patterns. The tranquil atmosphere is underpinned by consistency in lighting and stable framing, maintaining a calm, meditative mood throughout the clip.

Explanation: The video is visually stunning and adheres perfectly to the static framing and lighting requirements, but the motion of the leaf is too minimal to fully satisfy the 'meandering downstream' prompt requirement. | 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 stunning and maintains high fidelity to the conditioning frame, but the motion of the leaf is too minimal to fully capture the requested 'meandering' movement, resulting in a slightly static feel. | 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 scene captures raindrops sliding down a window pane, subtly illuminated by a warm streetlamp in the distance, creating an out-of-focus circular glow. The camera remains static, with a steady focus on the droplets, ensuring their consistent motion and the lamp's glow are the central elements throughout. Ambient lighting softens the edges, casting a cozy, tranquil mood accentuated by subtle reflections and shadows on the glass. The rich, warm colors and textures of the wet glass remain unchanged, emphasizing stability. As time progresses, the raindrops continue to meander slowly, tracing unpredictable paths, while the unfaltering light and static camera maintain the serene and contemplative atmosphere.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested atmospheric, static scene. While the motion of the raindrops is slightly repetitive, the overall temporal consistency and visual quality are very high. | 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 captures the requested atmosphere perfectly. While the motion of the raindrops is slightly repetitive, the overall temporal consistency and visual quality are very high. | 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 dynamic basketball game unfolds on a brightly lit court, where two opposing teams in red and white uniforms are intensely engaged around the hoop. The scene centers on a pivotal dunk attempt by a player in white, leaping towards the basket amidst defensive players in red. The packed stadium, filled with an enthusiastic crowd, forms the vibrant backdrop. The static camera captures a wide-angle view, keeping both teams and the packed audience in clear focus. Bright arena lights illuminate the court, casting sharp shadows and enhancing the colors, while maintaining a stable visual consistency in both lighting and spatial continuity throughout the clip.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested basketball action. While there are minor temporal artifacts during the dunk, the overall motion is fluid and the scene remains visually consistent. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested basketball action. While there are minor temporal artifacts regarding the ball's movement, the overall visual quality and adherence to the prompt are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}


Prompt: A vast suspension bridge spans a wide river, with grassy banks in the foreground. In the background, an industrial area with silos and cranes lines the opposite shore. Overcast gray clouds dominate the sky, casting a diffused and even light. The main action involves vehicles steadily crossing the bridge left to right, including distinct red and blue vehicles. The camera remains static, providing a stable, wide-angle view, emphasizing the expansive scene. The muted color palette and consistent light maintain a calm, industrial mood throughout. Throughout the clip, the bridge structure and its surroundings remain unchanged, ensuring spatial consistency.

Explanation: The video maintains high fidelity to the first frame and captures the requested atmosphere well. However, the motion of the vehicles is somewhat jittery and inconsistent, with some vehicles appearing or disappearing abruptly, which detracts from the overall temporal stability. | 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 first frame and successfully captures the requested industrial atmosphere and composition. However, the motion of the vehicles is somewhat unnatural, characterized by flickering and slight geometric instability, which detracts from the overall temporal consistency. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":95}


Prompt: In a small kitchen, an individual skillfully tosses stir-fried veggies with noodles in a black skillet over a blue gas flame. The person wears a black shirt, their hands visible, flipping the contents with a wooden spatula. Adjacent, there’s a pot with simmering broth. The scene is framed with a static camera angle, focusing closely on the stove, emphasizing the action. Warm, natural kitchen lighting highlights vivid colors—yellow peppers, red tomatoes, crisp greens. The surrounding counter displays a collection of jars with brightly colored lids. Over the five seconds, the stirring and flipping motion remains smooth and consistent, ensuring culinary fluidity. The kitchen backdrop, consisting of tiled walls and a metal stove, remains constant throughout, maintaining the ambiance of focused culinary activity.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. While the stirring motion is slightly unnatural and exhibits minor temporal instability, the overall visual quality and adherence to the prompt are strong. | 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 conditioning frame and effectively captures the requested scene elements. While the motion is slightly jittery and lacks perfect fluidity, the overall visual quality and adherence to the prompt are strong. | 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 clear glass filled with sparkling water in a studio setting, centered on a black background. Bubbles rise continuously, creating a lively, effervescent effect. The camera remains static, maintaining a medium close-up framing throughout the five-second clip. Bright studio lights illuminate the glass, casting a slight glow that enhances the transparency and clarity of the water and glass. The mood is calm yet dynamic, characterized by the rhythmic ascent of the bubbles. Consistency in lighting and focus is crucial, ensuring the glass remains the fixed focal point with an even, seamless background, and that the bubble activity is steadily maintained.

Explanation: The video successfully maintains the requested scene and composition with high fidelity to the first frame. While the motion is slightly mechanical and the 'PREVIEW' watermark is present, the overall visual quality and adherence to the prompt 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 successfully maintains the requested studio aesthetic and composition, with high fidelity to the first frame. However, the presence of the 'PREVIEW' watermark is a major negative artifact, and the bubble motion, while consistent, feels slightly artificial. | 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: At dusk, a vibrant diner with a rooftop hotdog sign stands prominently on the sidewalk, flanked by benches and a bicycle. The diner glows with neon lights against the darkening sky, with text advertising superburgers, thick malts, and super sundaes. Traffic flows steadily along the adjacent road, while a cyclist crosses the intersection. A gentle camera pan captures the bustling street dynamically, maintaining focus on the diner. The ambient light transitions softly from daylight to night, establishing a lively, nostalgic mood. Consistency is maintained with the steady flow of traffic and the illuminated diner sign throughout the sequence, preserving the scene's vibrant essence and energy.

Explanation: The video maintains high visual fidelity to the conditioning frame and effectively captures the requested atmosphere. However, it falls short on the dynamic camera movement requested, appearing nearly static throughout the sequence. | 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 fidelity to the conditioning frame and effectively captures the requested atmosphere and motion. While there is some minor temporal instability in the lighting and the cyclist's movement, the overall quality is 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":85}


Prompt: The video begins with a close-up of a hand interacting with a smartphone screen mounted on a tripod, showcasing a city street scene in the background. The main focus is the hand, which appears steady and deliberate while navigating various camera settings on the phone interface. Throughout the sequence, the camera remains static, emphasizing the stability of the handheld device. The scene is brightly lit with soft, natural daylight casting subtle shadows, highlighting the urban environment with a neutral, warm color palette. The modern glass building and passing cars remain consistent in the background, capturing a moment of calm urban life.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene. While there is some minor jitter in the finger's interaction with the screen, 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":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested interaction. While there are minor temporal instabilities in the UI elements and slight jitter in the hand movement, the overall quality is high and adheres well to the prompt's requirements. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":82,"visual_quality":90,"camera_composition":90}


Prompt: A pair of hands attaches a metal clip to the head of a black electric hair trimmer. The scene is set against a stark white backdrop, emphasizing the focus on the subject. The clip, shiny and reflective, contrasts with the matte finish of the trimmer's body. In this static frame, the lighting is bright and evenly distributed, ensuring minimal shadow. Throughout the clip, the hands' movement remains steady, carefully aligning and securing the clip. The camera maintains a close-up view, providing detailed visibility of the process. Consistency in the hands' positioning and the trimmer's orientation must be preserved, with the overall mood remaining clinical and precise.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively executes the requested action with good visual quality, though there is minor geometric instability in the clip as it attaches. | 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 demonstrates high fidelity to the conditioning frame and effectively captures the requested action with good visual quality, though there is minor geometric instability in the clip as it is being attached. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}


Prompt: A glass filled with water and featuring an ice block sits centered on a wooden table against a plain gray background. Next to the glass, a person wearing a vibrant tie-dye shirt stands, gesturing towards the glass while speaking. The camera remains static throughout, ensuring both the glass and the person stay consistently framed in mid-shot. Lighting is soft and even, creating a calm and educational atmosphere with muted colors. Over the course of the clip, the person continues speaking while maintaining simple hand movements. The water and ice must remain unchanged, preserving their position and clarity.

Explanation: The generated video maintains high fidelity to the first frame and adheres well to the prompt requirements. While there is some minor jitter in the person's hand movements and slight flickering of the text, the overall visual quality and temporal consistency are very strong. | 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 fidelity to the first frame and adheres well to the prompt requirements. The motion is generally smooth, though there is some minor repetitive jitter in the hand gestures, and the overall visual quality is high. | 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: In an urban market setting, a blue and yellow locomotive leads green and red passenger cars along a narrow railway. Stalls with colorful umbrellas and a few onlookers stand close by, illustrating a bustling, tight-knit community environment. The camera is positioned to the side of the train tracks, panning smoothly from left to right, maintaining a medium close-up of the moving train. Natural daylight illuminates the scene, providing vibrant colors and sharp contrasts. The mood is lively yet serene, as the train steadily glides past. Continuity is maintained with consistent train speed, background activity, and lighting throughout the clip.

Explanation: The video maintains high fidelity to the first frame and captures the requested subject matter well, but it fails to execute the requested camera pan, remaining static throughout. Additionally, there is noticeable temporal instability and warping on the train cars as they move across the frame. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":75,"visual_quality":80,"camera_composition":70}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While there is some minor temporal instability in the train's movement and window details, 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":80,"visual_quality":90,"camera_composition":85}


Prompt: A scientist in a lab coat interacts with a bowl of dry ice set on a stainless steel counter. The environment is a clean laboratory with white cabinets in the background. The clip captures the scientist lighting a small flame above the bubbling dry ice, focusing solely on the hands and interaction. The camera remains static throughout, framing the action with a medium-close shot. Bright, even lighting creates a sterile, scientific mood, highlighting the frost and vapor of the dry ice. Consistency in the flame's size and the bubbling effect should be maintained over the entire sequence, ensuring a seamless and realistic depiction of the scientific demonstration.

Explanation: The video maintains high visual quality and adheres well to the prompt's setting and subject. However, the motion of the lighter and the dry ice interaction is somewhat unnatural and lacks the expected dynamic fluid behavior. | 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 setting and composition requirements. However, the motion of the lighter and the lack of dynamic bubbling in the dry ice reduce the overall realism of the scientific demonstration. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}