Prompt: The video begins with a woman in a white top walking through an aquarium tunnel. The environment is dimly lit with a blue hue, creating a serene and immersive underwater atmosphere. The camera follows her closely from behind, maintaining a stable position while subtly dollying forward. As she walks, her head tilts slightly upward, capturing her intrigue and curiosity. The background features softly illuminated exhibits with colorful aquatic displays, adding vibrant contrast to the scene. Throughout the clip, the gentle, consistent ambient lighting and the woman's pace remain steady, ensuring continuity in mood and visual texture while emphasizing the tranquil exploration of the aquarium setting.

Explanation: The video adheres closely to the conditioning frame and prompt, maintaining smooth motion, consistent lighting, and effective camera composition. The gentle dollying forward and the woman's movements are well captured. Minor visual noise is present but does not significantly detract from the overall quality. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":94,"temporal_consistency":93,"visual_quality":88,"camera_composition":92}

Explanation: The video maintains coherence with the conditioning frame and adheres closely to the given prompt. The environment, lighting, and motion quality are consistent, with only minimal flicker or temporal inconsistencies. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":85}

Explanation: The video successfully maintains the serene and immersive atmosphere described in the prompt. The camera work is stable and follows the subject closely. Lighting and composition are consistent, though some minor flicker is present. | overall_score=86 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":88,"temporal_consistency":90,"visual_quality":84,"camera_composition":85}

Explanation: The video maintains strong fidelity to the first frame and captures the prompt's mood well, with accurate ambient lighting and setting. Minor temporal jumps and slight motion instability are present but do not severely impact the viewing experience. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":70,"temporal_consistency":75,"visual_quality":85,"camera_composition":75}


Prompt: A silver engagement ring with embedded small diamonds is poised on a smooth, dark marble surface. The scene takes place against a deep, textured black backdrop, enhancing the ring's glint. Over five seconds, the ring slowly rotates, revealing intricate details of its setting. The camera remains static, capturing the ring perfectly centered in the frame. Soft, diffused lighting highlights its polished surface, creating subtle reflections without harsh contrasts. The color palette emphasizes metallic silvers and dark neutrals, maintaining a sophisticated and serene mood throughout. Consistency in lighting, framing, and the ring's position is crucial to sustain the immaculate presentation of the jewelry.

Explanation: The video maintains a high level of fidelity to the first frame, with consistent lighting and composition throughout. The motion of the ring is smooth, although slight variation in rotation speed could enhance realism. The visual quality is strong, with minimal artifacts and effective use of lighting to highlight the ring's features. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":87,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame with consistent lighting and background. The motion is smooth, the rotation of the ring is elegant, and the camera remains well-composed throughout. There are minor fluctuations in lighting and slight geometry stability issues, but these are minimal. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":87,"visual_quality":89,"camera_composition":92}

Explanation: The video maintains strong adherence to the conditioning frame, with excellent lighting and reflections. However, slight temporal jumps and less smooth motion affect the consistency and quality of the rotation. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":75,"visual_quality":90,"camera_composition":85}

Explanation: The video faithfully respects the conditioning frame with slight adjustments in lighting enhancing the scene. The rotation is smooth, maintaining the ring's center position well, which complements the lighting and backdrop to create a sophisticated mood. Minor motion quality variations are negligible given the overall elegance of the video. | overall_score=91 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":92,"motion_quality":88,"temporal_consistency":90,"visual_quality":93,"camera_composition":90}


Prompt: A man with glasses and a floral shirt speaks energetically against a plain white background. The room has soft, even lighting, creating a neutral, calm mood. The camera remains static, capturing a medium close-up of the man. Throughout the 5-second clip, he gestures with his hands while maintaining direct eye contact with the camera. The lighting and color tone stay consistent, reinforcing the serene setting. The video texture is smooth, with no abrupt changes or shifts, maintaining the stability of the man's position and expression as he communicates with enthusiasm.

Explanation: The video maintains a consistent lighting and color tone, and smoothly adheres to the given prompt. The character remains stable with no identity drift or geometry instability. However, motion quality shows minor issues with some slight flickering, which affects overall smoothness. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":85}

Explanation: The video maintains high fidelity to the initial frame, with smooth transition and consistency throughout. The motion is natural, and the subject adheres closely to the prompt. Minor deviations in camera composition slightly affect the shooting angle but do not detract significantly from overall quality. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":85}

Explanation: The generated video closely adheres to the conditioning frame and prompt, with consistent lighting and smooth motion quality. Slight variations in gesture rendering reduced the motion quality score slightly. | overall_score=84 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":88,"visual_quality":82,"camera_composition":85}

Explanation: The generated video follows the prompt well, maintaining consistency in the subject's position and expression. The lighting remains even and appropriate for a calm mood. There are minor flickers indicating some motion quality issues, but overall, the fidelity and adherence to the prompt are well-executed. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":85}


Prompt: A shiny copper coin lies on a wooden table, centered in the frame. The background is slightly blurred, hinting at indistinct objects, possibly other items on the table. Over the course of five seconds, a hand slowly approaches from the left, reaching towards the coin. The camera remains static, with a consistent close-up view, maintaining tight framing on the coin to accentuate its metallic sheen. Soft, natural light filters in from a nearby window, casting subtle reflections on the smooth table surface. The color palette is warm, enhancing the room’s cozy ambiance. The coin's position and the table's texture remain stable throughout, emphasizing the methodical movement of the hand.

Explanation: The video maintains good visual quality and stays true to the first frame, but lacks the full hand movement described in the prompt. The hand's approach is not methodical over five seconds, and there is a slight temporal jump. | overall_score=75 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":65,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains a high fidelity to the first frame with consistent visual quality and stable motion throughout. While the camera composition aligns well, the movement of the hand could be more methodical to better adhere to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The generated video maintains visual quality and initial frame similarity. However, the motion of the hand lacks the gradual approach described, and the first frame has slight discrepancies. Temporal consistency is decent, though motion is not smooth enough. | overall_score=65 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":50,"motion_quality":40,"temporal_consistency":70,"visual_quality":75,"camera_composition":70}

Explanation: The initial frame matches the conditioning frame well, and the static camera composition aligns with the prompt. However, the motion of the hand shows jitter and lacks smoothness, and there are temporal inconsistencies in the movement. The lighting and color palette are fairly well-executed, retaining the warm, natural look. | overall_score=62 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":75,"motion_quality":55,"temporal_consistency":50,"visual_quality":65,"camera_composition":75}


Prompt: In a vibrant aquarium, a black and orange speckled goldfish is the focal point, gracefully swimming among other colorful fish. The environment is filled with green aquatic plants and warm sandy substrate, illuminated by soft, diffused lighting, creating a vivid and tranquil mood. The camera maintains a gentle dolly movement, capturing an intimate mid-shot view of the goldfish as it maneuvers smoothly through the water. The colors are vivid, ensuring the consistency of the speckled pattern on the goldfish's body throughout the clip. Lighting remains constant, providing a serene backdrop as the fish glide silently, enhancing the peaceful aquatic atmosphere.

Explanation: The video maintains fidelity to the conditioning frame, with the speckled pattern of the goldfish well preserved. The environment adheres closely to the prompt, showcasing vivid colors and tranquil lighting. The motion is smooth, but could be more graceful. There is minor temporal inconsistency, but overall visual quality is strong. | overall_score=84 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":82,"visual_quality":88,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame, with consistent speckled patterns on the goldfish and good color vibrancy. The scene adheres well to the prompt, capturing a tranquil aquarium environment. Some minor geometry instability is observed in the motions, but overall temporal consistency is good. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}

Explanation: The generated video successfully respects the conditioning frame and maintains the goldfish's speckled pattern throughout. The lighting is consistent, contributing to a vivid and tranquil mood. There is a slight issue in motion quality with subtle geometry instability, but overall, the visuals adhere well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":82,"visual_quality":88,"camera_composition":85}

Explanation: The generated video maintains high fidelity to the conditioning frame, with the goldfish's speckled pattern remaining consistent. Lighting is stable, enhancing the tranquil atmosphere. However, there are slight jitters in the motion and minor geometry instability throughout the sequence. | overall_score=78 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":75,"camera_composition":70}


Prompt: The scene showcases a close-up view of a yellow-flowered thistle plant with prickly textures, occupying the center frame against a background of other dry, spiky vegetation. The sequence begins with a static camera, maintaining the focus on the intricate details of the plant. As the video progresses, minute changes in lighting reflect the natural outdoor ambiance, creating a warm, earthy tone. The texture of the thistles remains consistent throughout, adding dynamic yet subtle motion in the breeze. The camera remains static, capturing the scene in a steady frame, preserving the natural mood and ensuring continuity in plant texture and surroundings.

Explanation: The video maintains a high level of consistency with the conditioning frame, accurately capturing the thistle's details. The lighting changes naturally, enhancing the scene's ambiance. Slight motion instability was noted, but overall, it adheres to the prompt well, with minor flickering. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":88,"motion_quality":82,"temporal_consistency":84,"visual_quality":83,"camera_composition":88}

Explanation: The video maintains the intended close-up view and captures lighting changes well. Slight frame-to-frame flickers and minor geometry instability are present but do not significantly detract from the overall quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame with only minute changes that align well with the prompt's description. Motion quality is subtly dynamic, matching the intended slight breeze, while temporal consistency holds well, despite minor flicker. Camera composition is maintained steadily, capturing the described scene effectively. | 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 effectively maintains the intricate details of the thistle plant and adheres closely to the prompt. The lighting changes subtly, capturing the natural outdoor ambiance. The motion is gentle and coherent, though some minor temporal inconsistencies are present. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":86,"visual_quality":88,"camera_composition":90}


Prompt: In a nighttime urban street, a man, dressed in a navy suit with a light striped shirt and green tie, stands in the foreground holding a microphone. Behind him, a blurred police station sign is illuminated, flanked by parked police cars on the street. The camera remains static, framing him centrally throughout. Ambient streetlights cast a warm glow, contrasting with the cool, dim background, creating a somber yet professional mood. Over five seconds, the man remains largely still, occasionally glancing down at the microphone, maintaining consistency in lighting, framing, and his overall posture, ensuring the setting conveys weight and seriousness.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt. The man's outfit, background, and lighting match the description. Movements are minimal and consistent, maintaining the somber and professional tone. Slight flickers and camera composition shifts are negligible. | overall_score=93 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":94,"motion_quality":91,"temporal_consistency":92,"visual_quality":90,"camera_composition":94}

Explanation: The video maintains strong fidelity to the first frame, closely adhering to the styling and mood described in the prompt. Motion is minimal and appropriate, though there is slight geometric instability in the man's posture that affects temporal consistency. The visual quality and composition are high, effectively capturing the somber, professional mood. | 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 adheres well to the prompt, maintaining a static camera and consistent framing. The lighting is professional, and the man stays largely still, satisfactorily fulfilling the prompt. Some minor flicker is observed, slightly affecting temporal consistency. | overall_score=88 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":90,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video largely adheres to the prompt, with consistent lighting and composition. However, there are minor identity and geometry drifts. Despite being largely static, the motion quality is adequate but not exceptional, leading to visual quality penalties. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":70,"camera_composition":75}


Prompt: The scene opens with a car driving on a two-lane rural road flanked by rows of leafless trees. The bright blue sky and scattered clouds indicate a clear day. The camera remains in a fixed position, simulating a driver's perspective, and follows the road's gentle curves. Vehicles move both ahead and in the opposite direction, with a steady flow of traffic. The color palette is vivid with deep greens and browns of the trees. Lighting is natural and casts soft shadows. Consistency must be maintained in the road's layout, the moving vehicles, and the lighting throughout this continuous forward-moving sequence. A large, green roadside sign is visible midway, guiding the route.

Explanation: The generated video maintains high fidelity to the conditioning frame, with consistent visual and motion quality. There is a minor issue with geometry instability in a few frames. The prompt's elements like the road, traffic, and lighting are well-adhered to. | overall_score=88 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":90,"temporal_consistency":87,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains good adherence to the prompt with consistent forward motion and a stable camera. However, there are minor issues with geometry stability and slight identity drift in the trees. Lighting remains consistent and natural, and the color palette is vibrant and matches the scene's requirements. | overall_score=75 | aspect_scores={"first_frame_fidelity":70,"prompt_adherence":75,"motion_quality":80,"temporal_consistency":85,"visual_quality":70,"camera_composition":80}

Explanation: The video maintains a good overall adherence to the first frame with slight geometry instability. The road layout and lighting are consistent, but temporal jumps impact continuity. Colors are vivid, and the lighting feels natural, aligning well with the prompt. | overall_score=78 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":80}

Explanation: The video successfully aligns with the conditioning frame and maintains consistent visual quality throughout. There is steady camera composition, with natural lighting and vivid colors. Motion quality slightly suffers due to minor flickers, but overall adherence to the prompt is strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":80,"visual_quality":90,"camera_composition":85}


Prompt: A sloth with long, brown fur makes its slow journey across a paved road lined with tropical trees and distant signs. As it inches forward, a silver car approaches from the background, drawing closer as the scene unfolds. The camera remains low and static, focused on the sloth in a close-up shot. Natural daylight filters through the trees, casting a soft, even illumination across the scene. The sloth's movements remain consistent, with its steady crawl maintaining the mood of serene determination. Consistency in lighting and framing is essential to preserving the tranquil atmosphere. The car and surrounding environment should subtly advance together to retain spatial coherence.

Explanation: The generated video frames closely match the conditioning frame and maintain high visual quality with good lighting. The sloth's slow movement is consistent, and the car's approach is subtle but perceptible, which aligns well with the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video retains high fidelity to the conditioning frame and adheres well to the prompt. The motion of the sloth is consistent and natural, albeit with minor jitter. The lighting and composition maintain the tranquil atmosphere described in the prompt, with a clear and coherent progression of the scene. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains strong fidelity to the first frame and adheres to the prompt well. The sloth’s movement is consistent, but there is slight instability in geometry. Lighting and camera composition remain consistent, preserving the tranquil atmosphere. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame with consistent lighting and composition. The sloth's slow movement is depicted well, maintaining the serene mood. Minor temporal jumps were noticed, causing slight penalization in motion and temporal consistency. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: A woman with shoulder-length wavy hair dressed in a brown robe is seated at a wooden table adorned with a traditional tea set, including several dark ceramic cups and a small clay figurine. The background is a dense wall of lush green leaves, creating a natural, serene garden environment. Over the course of five seconds, she gracefully lifts a white teapot and pours water into a glass pitcher, maintaining a steady hand. The camera remains static, offering a centered, full view of the scene. Soft, diffused lighting casts gentle shadows, enhancing the earthy tones and creating a peaceful, contemplative mood. Throughout, the spatial arrangement of objects remains consistent.

Explanation: The generated video adheres closely to the initial conditioning frame, maintaining object placement and scene composition. There is a smooth motion without noticeable artifacts, and the lighting enhances the thematic mood. Slight variations in temporal consistency suggest room for improvement. | overall_score=89 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":88,"visual_quality":92,"camera_composition":92}

Explanation: The generated frames closely match the conditioning first frame in both appearance and lighting. The motion is smooth with minimal inconsistencies, and the camera composition accurately centers the scene as described, resulting in a serene and cohesive video. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":88,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video closely matches the conditioning frame, showing excellent fidelity. The motion is smooth and the prompt is well-adhered to, depicting the described scene with stable camera composition and good visual quality. There are no significant artifacts or issues. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":88,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains fidelity with the conditioning frame and has strong temporal consistency and composition. However, there is a lack of adherence to the prompt in terms of the pouring motion, and minor geometry instability is noticed. | overall_score=80 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":75,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":85}


Prompt: A 5-second continuous shot captures a multilane highway framed through a diamond-patterned chain-link fence. The scene takes place on an overcast day with soft diffused lighting, creating a muted, calming mood. In the background, blurred vehicles pass swiftly, streaking red and white lights across the wet asphalt, suggesting rain-soaked conditions. The camera remains static, maintaining a consistent focus on the fence, with minimal movement across the frame. The colors are subdued with occasional pops of autumn foliage visible in the distance, blending earthy greens, yellows, and browns. Continuity is maintained by the stationary fence and ongoing flow of traffic, stabilizing the otherwise dynamic scene.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt. Motion is smooth, with minor flickering, ensuring a calm scene. The fence composition is consistent, with good visual quality, though some subtle visual noise affects smoothness. | overall_score=90 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":93,"visual_quality":88,"camera_composition":90}

Explanation: The video maintains a consistent focus on the fence and replicates the conditioning frame well, with a calming overcast mood. However, minor temporal jumps and slight inconsistency in motion blur affect the temporal consistency and motion quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains a strong adherence to the given prompt with good fidelity to the conditioning frame and smooth motion quality. The static camera composition and consistent temporal flow add to the immersive experience. Minor flickers were observed but are not significant enough to greatly impact the overall high quality. | overall_score=86 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":88,"motion_quality":85,"temporal_consistency":87,"visual_quality":84,"camera_composition":89}

Explanation: The video maintains fidelity to the conditioning frame and adheres well to the prompt, with soft lighting and calm mood effectively captured. Motion is fluid though slightly repetitive; vehicle streaks and lighting suggest rain-soaked conditions successfully, with stable fence focus enhancing continuity. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}


Prompt: A close-up shot captures hands rapidly typing on a sleek silver laptop, positioned centrally on a lap in a soft-lit environment. The fingers move swiftly and deliberately across the keyboard, showcasing an engaged and focused moment. The camera remains static, maintaining a tight, consistent framing throughout the clip to emphasize the typing action. Warm lighting bathes the scene, creating a cozy, relaxed mood with soft shadows enhancing the texture of the keys and hands. Over the duration, the pace of typing remains rhythmic and uninterrupted, while the background—a blurred suggestion of a fabric-covered setting—ensures visual stability and consistency, emphasizing the subject's continuous motion and concentration.

Explanation: The video maintains high fidelity with the conditioning frame and prompt. Motion is smooth, and the camera composition is tight, focusing on the typing action with warm lighting. Minimal issues are present, leading to an overall strong execution. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":93,"temporal_consistency":94,"visual_quality":91,"camera_composition":89}

Explanation: The generated video maintained high fidelity to the conditioning frame with consistent camera composition and minimal visual artifacts. The motion of typing is smooth and adheres well to the prompt. The warm lighting and soft-lit environment are successfully captured, enhancing the overall visual quality. | overall_score=92 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":94}

Explanation: The video maintains high fidelity to the conditioning frame and prompt, with rhythmic, deliberate motion and consistent lighting throughout. Minor issues with slight geometrical stability perceived in key presses but overall maintains excellent capture of the typing action. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":93,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains strong fidelity to the conditioning frame and adheres closely to the prompt. The typing motion is smooth, with excellent temporal consistency and visual quality. The framing remains consistent, though minor lighting discrepancies slightly affect the overall impression. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":90,"temporal_consistency":92,"visual_quality":90,"camera_composition":93}


Prompt: A sparkling diamond ring is positioned centrally on a sleek black marble surface. The scene unfolds with soft, diffused lighting, casting gentle reflections on the ring's polished platinum band and the intricate diamond detailing along its sides. The background remains a smooth, dark hue, enhancing the ring's luminosity. Over five seconds, the camera smoothly pans around the ring, maintaining a steady focus on its intricate facets, while subtly adjusting angle to capture its brilliance from multiple perspectives. The lighting retains a consistent warmth throughout, highlighting the ring's elegant design with a luxurious, calm mood. The focus and lighting consistency ensure the ring remains the unwavering focal point of the clip.

Explanation: The video maintains high fidelity to the conditioning frame with consistent visual quality. However, slight instability in camera angles and minor lighting inconsistencies slightly detract from overall composition and temporal consistency, impacting motion quality and adherence to a fluid panning motion. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":70,"temporal_consistency":75,"visual_quality":85,"camera_composition":65}

Explanation: The generated video maintains high visual fidelity and adheres to the initial frame. However, issues with geometry instability and minor temporal jumps detract from the overall flow, affecting the motion quality and temporal consistency. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":75}

Explanation: The video maintains high first-frame fidelity with consistent geometry of the ring. The lighting highlights the ring well, though there are minor fluctuations. Motion quality is good, but small temporal jumps are evident. Overall, the video is visually appealing and closely adheres to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":80,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and adheres reasonably well to the prompt. However, there is slight flicker and geometry instability, affecting motion quality and temporal consistency. The lighting and focus are well-executed, keeping the ring as the focal point. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":75}


Prompt: A man with slicked-back hair and a beard holds a microphone labeled with a logo. He stands against an illuminated backdrop of colorful, circular lights creating an energetic, lively ambiance. The scene captures a dramatic five-second speech as he energetically gestures with his free hand. The camera remains fixed, capturing a medium close-up, intensifying his expressions. His black attire contrasts with the bright, dynamic lights. The lighting is vivid, emphasizing his facial features, enhancing the mood of urgency and passion. Throughout the clip, the light patterns and his appearance remain consistent, maintaining focus on his expressive delivery and the electric atmosphere surrounding him.

Explanation: The video begins with a frame closely matching the conditioning one, showing high fidelity. Lighting and camera composition adhere well to the prompt, maintaining a vivid and dynamic atmosphere. Motion and consistency are generally smooth, with minor flicker. The visual quality remains clear and focused on expressions and ambiance. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video matches the conditioning frame well and adheres closely to the prompt. The visuals and lighting are vivid, maintaining the electric atmosphere. The camera composition strongly captures the expressive delivery, though minor temporal inconsistencies were noted. | overall_score=91 | aspect_scores={"first_frame_fidelity":92,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":88,"visual_quality":94,"camera_composition":87}

Explanation: The generated video closely follows the conditioning frame, maintaining fidelity. The lighting and camera composition match the prompt well, and the man's energetic gestures are captured consistently with effective motion. Minor fluctuations in facial details occur but do not significantly impact the overall quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":85}

Explanation: The video maintains fidelity to the first frame and closely adheres to the prompt, capturing the energetic atmosphere and expressions well. The motion is smooth, with consistent lighting and backdrop, enhancing the visual quality. There are no major issues observed. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: The video showcases a series of white, cylindrical oil storage tanks arranged systematically on a vast industrial compound bordered by roads and a distant cityscape. The camera is static, maintaining a consistent aerial view, framing the tanks in the center while the surroundings form a stable background. Over the 5-second clip, the sunlight casts a warm tone, enhancing the industrial textures and creating sharp contrasts against the tanks’ white surfaces and dark ground. The vibrant greens of the surrounding grass and trees add a contrasting element to the industrial scene. Throughout the sequence, there is a consistent mood of serene industrial efficiency, with no changes in lighting or camera position to ensure a continuous and uninterrupted visual experience.

Explanation: The video closely follows the prompt with correct framing and lighting. The first frame is consistent with the conditioning image, and the sequence shows no identity drift or major visual artifacts. | overall_score=88 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains strong fidelity to the conditioning frame and adheres closely to the prompt with no evident artifacts or identity drift. The sequence is stable with consistent composition and lighting, though minor evaluation reflects slight concerns in motion smoothness. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The generated video closely matches the conditioning frame and adheres to the prompt well. The motion is smooth and the camera maintains a stable aerial view, creating a serene industrial atmosphere. Slight variations in perceived lighting consistency slightly affect temporal consistency. | overall_score=90 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":90,"temporal_consistency":85,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame, with excellent temporal consistency and visual quality. Camera composition and prompt adherence are well-executed, providing a serene industrial scene. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":95,"temporal_consistency":93,"visual_quality":93,"camera_composition":90}


Prompt: In a dimly lit, rustic wooden barn, two musicians are performing. One stands on the left playing a bass guitar, the other on the right with an electric guitar. Their positions remain consistent throughout. Amplifiers stack neatly near the bass player, while light filters through gaps in the wooden walls, creating a moody ambiance with warm tones. As they play, the camera remains static, focusing solely on the duo. The high hat cymbal shimmers under the spotlight, slightly rotating with rhythmic beats near a microphone. Shadows dance subtly on the floor, and the background's dim-lit signs stay constant. The overall texture is gritty and atmospheric, emphasizing the intimate and raw musical performance.

Explanation: The video respects the conditioning frame, maintaining a consistent aesthetic. The musicians and equipment match the prompt, with smooth motion and minimal artifacts. A small deduction is applied due to slight deviation from the prompt's described moody ambiance. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":90,"temporal_consistency":90,"visual_quality":85,"camera_composition":85}

Explanation: The video captures the rustic barn setting well, with effective lighting and mood. However, there is some drift in frame alignment from the first frame and minor instability in geometry over time. The musicians and instruments remain mostly consistent, enhancing the overall performance feel. | overall_score=78 | aspect_scores={"first_frame_fidelity":75,"prompt_adherence":80,"motion_quality":82,"temporal_consistency":76,"visual_quality":85,"camera_composition":70}

Explanation: The video maintains high fidelity to the first frame and visual quality is strong. However, the motion suffers from geometric instability and temporal jumps, affecting prompt adherence and temporal consistency. Camera composition is slightly off, focusing more on the hi-hat than the duo. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":65}

Explanation: The video maintains good fidelity to the conditioning frame and is temporally consistent with smooth motion quality. However, it partially diverges from the prompt by focusing more on the cymbal initially. While the musicians are positioned correctly later, the static camera composition doesn’t fully capture the desired ambiance and spatial arrangement. | overall_score=72 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":70,"motion_quality":75,"temporal_consistency":80,"visual_quality":68,"camera_composition":65}


Prompt: In a rugged valley with steaming geothermal vents, a solitary hiker traverses the winding path through a moss-covered landscape. The scene remains static, capturing the natural steam rising from the earth and contrasting against patches of lingering snow on the hillside. Throughout the five-second clip, the camera maintains a wide-angle view, focusing on vastness rather than movement. The overall mood is serene yet mysterious, enhanced by the soft, diffused lighting of an overcast day. The vibrant greens of the moss harmonize with the earthy browns, creating a consistent, textured backdrop. The hiker's slow, deliberate pace remains constant, adding depth to the grandeur of the setting.

Explanation: The generated video maintains high fidelity to the conditioning frame with consistent lighting and geography. The video adheres well to the prompt with minimal motion, ensuring a serene atmosphere. Though there are some minor visual artifacts, the overall temporal consistency and composition are strong. | overall_score=90 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":88,"temporal_consistency":92,"visual_quality":85,"camera_composition":92}

Explanation: The generated video adheres closely to the conditioning frame with only minor changes, maintaining fidelity. The scene captures the rugged, serene landscape with appropriate lighting. Motion is subtle and consistent, although slightly less dynamic than expected. Visual quality is high, with good differentiation in colors and textures. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":88}

Explanation: The video maintains high fidelity to the conditioning frame and captures the vast, geothermal landscape described in the prompt. The scene remains static with consistent steam motion as specified, creating a serene atmosphere. Minor improvements could be made in motion smoothness and the hiker's pacing. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The generated video maintains high fidelity to the first conditioning frame and adheres well to the visual aesthetic and composition of the prompt. The motion is subtle as expected, though there are minor temporal inconsistencies. Overall visual quality is strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":70,"visual_quality":90,"camera_composition":85}


Prompt: In a sunlit backyard surrounded by bare trees, a group of elderly individuals enjoy a playful poolside party. At the center, an inflatable pool contains an older man in a party hat and pink lei. Two women, one in sunglasses behind him and another in a turquoise top sipping a drink, add to the lively atmosphere. A grill sizzles nearby with balloons and inflatable donuts scattered about, creating a jovial, carefree vibe. The static camera frames the scene squarely, emphasizing vibrant pastel colors and maintaining a warm, festive mood. The setup remains consistent, with subtle shifts in subject movements capturing an effortless, timeless celebration.

Explanation: The video maintains high fidelity to the conditioning frame with vibrant colors and a consistent scene setup. However, text overlays and minor temporal jumps affect the overall quality, along with small deviations from the prompt in subject actions. | overall_score=75 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":70,"temporal_consistency":65,"visual_quality":75,"camera_composition":85}

Explanation: The video maintains high fidelity with the first frame and adheres well to the prompt with a lively, colorful scene. However, there are noticeable flickers and temporal jumps which affect the motion quality and temporal consistency. The camera composition is consistent and well-framed. | overall_score=75 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":65,"visual_quality":80,"camera_composition":85}

Explanation: The video respects the first frame well with good initial fidelity. Motion is smooth, but there is some slight flickering affecting temporal consistency. The text overlays detract from visual quality. The color scheme is vibrant and adheres to the prompt's festive mood. | overall_score=68 | aspect_scores={"first_frame_fidelity":80,"prompt_adherence":75,"motion_quality":70,"temporal_consistency":65,"visual_quality":60,"camera_composition":65}

Explanation: The video stays true to the initial frame and generally adheres to the prompt, capturing the festive backyard scene. However, text overlays were distracting, and motion suffered from slight flickering and instability. | overall_score=75 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":70,"temporal_consistency":65,"visual_quality":80,"camera_composition":75}


Prompt: On a cluttered tabletop stands a ceramic candle holder, central to the composition, featuring a warm amber glow from a lit candle beneath. Surrounding the holder are various textured rocks and gemstones, their colors muted in the soft ambient light. In the background, a shelf laden with miscellaneous items adds context without distracting. The camera remains static throughout, maintaining a stable, slightly elevated angle that captures the holder's intricate design and gentle flickering flame. The lighting remains consistent, casting subtle shadows and enhancing a calm, cozy mood. Over time, the flame gently dances, while all elements maintain their positions and appearances, ensuring temporal consistency in this tranquil scene.

Explanation: The video maintains fidelity to the first frame and adheres well to the prompt description. Motion quality is good with natural flame flickering. Temporal consistency is strong, but there's slight flickering in visual quality. Overall, the video effectively captures the desired mood. | overall_score=78 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":80,"visual_quality":75,"camera_composition":80}

Explanation: The video maintains a stable visual quality with consistent lighting and camera position, adhering well to the conditioning frame. However, prompt adherence is weak due to a lack of clarity in depicting muted gemstone colors and ambient shelf details. Motion quality is smooth, but there are slight temporal inconsistencies in the candle flame's motion. | overall_score=75 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":60,"motion_quality":80,"temporal_consistency":70,"visual_quality":75,"camera_composition":80}

Explanation: The generated video closely adheres to the initial conditioning frame and retains the essential elements of the scene throughout. However, slight motion instability and minor temporal inconsistencies slightly detract from the overall quality. Visuals are maintained consistently, with lighting and composition effectively capturing the intended atmosphere. | overall_score=75 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":80,"motion_quality":65,"temporal_consistency":70,"visual_quality":75,"camera_composition":80}

Explanation: The video maintains a stable angle and consistent lighting that aligns well with the prompt. Some flickering and minor temporal inconsistencies are present, slightly affecting the overall quality, but the generated frames closely resemble the conditioning first frame. | overall_score=78 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":80}


Prompt: In a vibrant jungle clearing, a man with short gray hair and a tan, weathered shirt is seated, chewing enthusiastically. Around him, four individuals adorned in traditional attire, featuring necklaces and woven skirts, stand and sit under a large, ancient tree. The scene is lively, with the villagers actively preparing food on banana leaves scattered around. The camera remains static but occasionally zooms to capture expressions of camaraderie. Sunlight filters softly through the dense foliage, casting a warm, earthy hue that highlights the textures of leaves and clothes. Throughout the clip, the mood maintains a sense of cultural immersion, with all subjects holding consistent positions and attire.

Explanation: The generated video frames generally follow the conditioning frame and prompt well, maintaining attire and camera placement. However, minor flicker and geometry instability are noticeable, impacting smoothness and realism. | overall_score=75 | aspect_scores={"first_frame_fidelity":80,"prompt_adherence":78,"motion_quality":70,"temporal_consistency":72,"visual_quality":75,"camera_composition":80}

Explanation: The video maintains strong adherence to the prompt with consistent attire and setting. Minor flicker is present, but nothing severely disrupts continuity. Camera composition is steady with effective use of zooms to capture expressions, and the ambiance is successfully conveyed. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains strong continuity with the conditioning frame, matching the appearance and setting. The prompt is generally well adhered to, though more active food preparation and interaction among villagers could enhance immersion. Visual quality and camera composition are strong, with effective static shots and subtle zooms. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":80,"visual_quality":88,"camera_composition":82}

Explanation: The generated video maintains high fidelity to the first frame with consistent character appearances. Motion is smooth and coherent, aligning with a static camera prompt. However, the prompt's lively description wasn't fully captured, lacking richness in cultural expressions. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":88,"visual_quality":80,"camera_composition":84}


Prompt: A sea turtle rests on a coral reef, surrounded by vibrant marine life and colorful corals in a sunlit underwater environment. The turtle, with a patterned shell and flippers, remains mostly stationary among the gently swaying corals. The scene unfolds with a static camera, capturing the subtle motion of the water and occasional passing fish. The lighting is clear and warm, highlighting the rich colors of the reef and the textures of the turtle’s shell. The tranquil mood remains consistent, emphasizing the serenity of the underwater world. Throughout the sequence, the spatial layout and lighting stay stable, ensuring continuity and immersion in the tranquil seascape.

Explanation: The video maintains high fidelity to the conditioning first frame with consistent camera composition, lighting, and environment. Motion quality and temporal consistency are strong but could be improved, as some frames show minimal discrete jumps. Visual quality overall supports the tranquil scene described in the prompt. | overall_score=83 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video shows excellent fidelity to the conditioning frame and adheres well to the prompt, capturing the tranquil mood with minimal motion of marine life and subtle water effects. There is no noticeable flicker or temporal inconsistency. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":93,"motion_quality":90,"temporal_consistency":92,"visual_quality":91,"camera_composition":92}

Explanation: The generated video maintains high fidelity to the conditioning frame and adheres well to the prompt, showcasing a tranquil underwater scene with minimal motion and stable composition. Some minor visual noise and a slight lack of color vibrancy are noted but don't significantly impact the overall viewing experience. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains adherence to the prompt with a mostly stationary turtle amidst a vibrant underwater environment. The first frame aligns well with the conditioning frame. Motion quality sees minor penalties from slight flickers. The camera remains static, enhancing the tranquil mood. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: A busy highway scene on a cloudy day captures emergency response. In the foreground, a red SUV is parked near a gray sedan, with a blurred semi-truck passing by. Emergency vehicles with flashing lights cluster around an accident site, where responders in orange safety vests attend to a situation. The camera remains static throughout, focusing on the road and emergency scene, conveying urgency in the wet, reflective surface. The mood is tense, highlighted by the overcast sky and muted, cool colors. Consistent elements include the stationary vehicles, responders, and overall road layout to maintain continuity across frames.

Explanation: The generated video maintains a high level of fidelity to the first frame with smooth motion and consistent camera composition. While the video captures the mood and elements of the prompt effectively, there is slight room for improvement in the clarity of certain dynamic elements like the semi-truck passing by. | overall_score=90 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":88,"temporal_consistency":92,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt, capturing the emergency scene with appropriate mood and color. The motion of vehicles and responders is realistic, and temporal consistency is mostly stable with minor flickers. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":85}

Explanation: The video maintains high fidelity to the initial frame and adheres well to the prompt description, showcasing the emergency scene with clarity. However, minor flickering and identity shifts in the passing semi-truck affected motion quality and temporal consistency. | 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 video closely follows the conditioning frame and adheres well to the prompt description. Despite some flicker and minor geometry issues, motion and temporal consistency remain strong. Colors and composition effectively convey the intended mood. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}


Prompt: A person with a pen in hand is writing on a white sheet of paper atop an orange wooden desk. The scene is set within an indoor office environment with stacks of paper and a roll of tape in the background. The hand moves smoothly over the paper, producing elegant calligraphy, while the camera remains static with a medium close-up framing focused on the hands. Natural daylight filters in softly, casting mild shadows and maintaining a neutral color palette that conveys a calm, focused mood. The paper’s position and the subject's movements should remain stable throughout the sequence, ensuring continuity and emphasizing the act of writing.

Explanation: The video shows a consistent adherence to the prompt with smooth hand movements and no major jumps. The watermark is visible but does not disrupt the focused act of writing. The camera composition is stable, capturing the act of writing effectively. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains continuity with the first frame and generally follows the prompt well, with consistent smooth hand movements and stable camera composition. The watermark is a minor visual distraction. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":85}

Explanation: The generated video closely matches the conditioning frame and adheres well to the prompt. The motion of the hand is smooth with elegant calligraphy. However, watermarks are present, impacting visual quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":80,"camera_composition":90}

Explanation: The generated video closely follows the prompt, with a smooth writing motion and stable camera framing. However, the presence of a watermark slightly affects the visual quality. The first frame aligns well with the conditioning image. | overall_score=83 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":88,"motion_quality":84,"temporal_consistency":82,"visual_quality":80,"camera_composition":81}


Prompt: In a busy call center, a close-up shows an employee wearing glasses and a headset, speaking into the microphone. The environment around them bustling with activity, blurred figures working at computers in the background. The camera, capturing the scene with a shallow depth of field, remains static, focusing sharply on the speaker's profile. Bright, soft lighting creates a professional yet relaxed atmosphere, casting natural hues and a slightly cool color palette that conveys calm and focus. The action unfolds over five seconds, capturing the subtle movement of the lips and expressions of concentration. Consistently maintain the static camera position and the ambient call center noise in the background, ensuring the focus remains on the primary subject throughout.

Explanation: The video maintains high fidelity to the conditioning frame with good visual consistency and composition. Prompt adherence is strong, capturing dynamic background and subject focus. Issues like geometry instability and subtle flicker slightly detract from the motion quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":88,"motion_quality":80,"temporal_consistency":87,"visual_quality":82,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for lighting, depth of field, and atmosphere. However, overlays present in the frames and slight temporal inconsistencies lower the overall scores. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains the intended close-up profile with consistent camera focus, adhering to the prompt. The motion quality is generally good with smooth lip movements, but flickering and text overlays slightly affect visual quality. | overall_score=78 | aspect_scores={"first_frame_fidelity":80,"prompt_adherence":75,"motion_quality":80,"temporal_consistency":77,"visual_quality":72,"camera_composition":85}

Explanation: The video maintains a strong connection to the conditioning frame and adheres well to the prompt, though slight flicker and geometry instability affect temporal consistency. The overall visual quality and camera composition are solid, capturing the intended atmosphere effectively. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}


Prompt: In a dimly lit, slightly overgrown urban alley, a figure in a dark cloak moves steadily forward. The camera pans slowly from darkness towards a gradual reveal of the alley, capturing the sunlight filtering through dense leaves overhead, casting dappled shadows on weathered brick walls. The scene unfolds with the figure's silhouette remaining central, its slow progression creating a subtle, engaging tension. Vibrant green foliage and a bright blue fence punctuate the muted, earthy tones, offering a contrast that maintains visual interest. Throughout the clip, the light and shadow interplay remains consistent, maintaining a mysterious, yet slightly hopeful mood.

Explanation: The generated video maintains consistency with the conditioning frame showing an urban alley. It captures key visual elements such as sunlight filtering through leaves and a figure's silhouette. However, the motion is somewhat restrained and the contrast could be more pronounced to fully adhere to the prompt. | overall_score=82 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":80,"temporal_consistency":85,"visual_quality":82,"camera_composition":80}

Explanation: The video maintains the visual theme of a dimly lit alley with appropriate lighting and shadow interplay. The motion and camera movement are coherent, though some transient flicker is present. The first frame matches well with the conditioning, setting a consistent tone. | overall_score=81 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":85,"visual_quality":80,"camera_composition":80}

Explanation: The video maintains a consistent look with high first-frame fidelity and smooth motion quality. However, it falls short in prompt adherence as the cloaked figure's progression is less engaging, and camera composition could better highlight the mood and mystery described. Prompt details such as vibrant foliage contrasts were partially achieved. | overall_score=72 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":70,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":65}

Explanation: The video respects the conditioning frame and maintains good fidelity throughout. It captures the urban alley setting and complements the prompt's atmosphere with consistent light and shadow interplay. The motion is smooth, with no noticeable artifacts, though the silhouette could be more pronounced. | overall_score=83 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":88,"temporal_consistency":85,"visual_quality":82,"camera_composition":84}


Prompt: A tray of raw cinnamon rolls is placed in a dimly lit oven, with a person’s hand wearing a patterned green oven mitt subtly visible behind the tray. The camera remains static, maintaining a close-up, eye-level view with the rolls in sharp focus. The ambient lighting casts warm, gentle shadows, creating a cozy atmosphere. The oven interior is dark, highlighting the rolls’ spiral patterns and pale doughy texture. Over the timeframe, the rolls should remain consistently positioned on the tray, and the hand with the mitt should retreat slowly without altering the light or mood, preserving the scene’s evocative stillness.

Explanation: The video maintains high fidelity to the conditioning frame with the correct positioning and lighting. The prompt is followed closely, with static camera view and warm shadows, creating a cozy atmosphere. Temporal consistency suffers minor issues with slight flicker but is largely very good. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":93,"motion_quality":90,"temporal_consistency":89,"visual_quality":90,"camera_composition":95}

Explanation: The video adheres well to the prompt, with consistent focal points and lighting. The first frame fidelity is high, closely matching the conditioning frame. Minor deductions are due to slight motion inconsistency and the presence of a watermark affecting visual quality. | overall_score=76 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":70,"temporal_consistency":75,"visual_quality":78,"camera_composition":70}

Explanation: The video starts with a good match to the conditioning frame but minor flicker and text overlays detract from quality. Lighting and composition adhere well to the prompt, with a static camera and consistent shadows. | overall_score=72 | aspect_scores={"first_frame_fidelity":80,"prompt_adherence":75,"motion_quality":70,"temporal_consistency":70,"visual_quality":65,"camera_composition":75}

Explanation: The video maintains high fidelity to the conditioning frame, with good adherence to visual quality and prompt aspects like lighting and composition. Minor temporal inconsistencies in the hand’s motion slightly affect motion and temporal scores. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":80,"visual_quality":90,"camera_composition":85}


Prompt: A group of five individuals, three women and two men, sit at a long dark table in a radio studio, each with a microphone in front of them. The woman on the left wears a tan jacket, while the man on the opposite side sports a gray hoodie. Behind them, large windows reveal a bright hallway with light streaming in, enhancing the studio's sleek modern look. Over a span of five seconds, they engage in animated conversation, gesturing occasionally. The camera remains static, focusing solely on the group, maintaining consistent lighting and color tones, while capturing the lively, informative mood of a radio broadcast.

Explanation: The generated video closely matches the conditioning frame with accurate representation of the group and setting. There is slight motion artifacting but overall, the video adheres well to the prompt, maintaining a static camera and consistent lighting. | overall_score=90 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video closely matches the prompt and maintains high fidelity to the first frame. The composition and overall visual quality are strong. Minor flickering and subtle motion inconsistencies slightly detract from a perfect score. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The generated frames maintain strong fidelity to the conditioning frame and adhere well to the prompt. Motion is smooth with no significant identity drift or geometry instability. However, camera composition and motion could be slightly improved for more dynamic engagement. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity with the first frame, matching the conditioning frame closely. The setup of the studio and the postures of the individuals are as described in the prompt. Some minor temporal inconsistencies prevent a perfect score, but overall, the generation is excellent with clear motion and composition. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":88,"visual_quality":90,"camera_composition":95}


Prompt: A bustling railroad crossing in a suburban area, featuring tall palm trees and distant buildings, is captured on a cloudy day. The sequence begins with the lowering of the crossing gate accompanied by flashing red lights. As the gate descends smoothly, the stationary camera gradually zooms in on the action, giving a closer view of the mechanism. The scene maintains a cool, muted color palette with soft lighting, creating an overcast mood. Consistency must be ensured in the gate's motion, the flashing lights' pattern, and the background elements' placement throughout the clip, including the trees and buildings. The focus remains stable on the crossing gate, ensuring a continuous perspective.

Explanation: The video starts with high fidelity to the conditioning frame, maintaining consistent background elements. The camera zoom is smooth, but slight flickering in some frames affects visual quality. Overall motion matches the prompt, showing attention to detail. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}

Explanation: The video successfully matches the conditioning frame with good fidelity and maintains consistent motion and visual quality. The adherence to the prompt is strong, but not perfect. Camera composition could use more dynamic zoom transitions. | overall_score=87 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":88,"motion_quality":85,"temporal_consistency":90,"visual_quality":86,"camera_composition":82}

Explanation: The video maintains fidelity to the initial frame and adheres well to the prompt, capturing the essential elements like palm trees and the crossing gate in an overcast setting. However, there are minor inconsistencies in geometry stability and slight flicker in transitions. The gradual zoom partially succeeds but lacks sharpness in composition. | overall_score=79 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":80,"camera_composition":65}

Explanation: The video maintains close adherence to the prompt, with consistent and smooth zoom-in motion and adherence to the cloudy, muted visual palette. Minimal visual artifacts are present, and the focus remains on the crossing gate with appropriate framing. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":88,"visual_quality":85,"camera_composition":90}


Prompt: A close-up of delicately textured leaves, basking in a warm golden glow, occupies the scene. The camera remains static, maintaining a consistent tight framing on the lush foliage in the foreground, gently rustling against a blurred background. Light filters softly through, creating a serene, dreamlike ambiance with rich, earthy tones defining the leaves' intricate veins. Throughout the five-second sequence, the leaves sway subtly, embodying tranquility. Consistency in the lighting and color palette maintains a cohesive mood, ensuring the natural elements remain stable and unchanging.

Explanation: The video maintains high fidelity to the conditioning frame, showing excellent prompt adherence with consistent lighting and color palette. The motion quality and temporal consistency are strong, with gentle movement and stable composition, although there's a slight room for improvement in motion fluidity. | overall_score=89 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":92,"visual_quality":88,"camera_composition":85}

Explanation: The generated video maintains high fidelity to the conditioning frame with excellent adherence to the prompt. The motion quality and temporal consistency are strong, with only minor deviations. The overall visual quality is high, capturing the serene ambiance detailed in the prompt. | overall_score=89 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":90,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains good consistency with the conditioning frame, and adheres well to the prompt describing the ambiance and lighting. The motion quality is generally smooth, though slight temporal inconsistency and subtle flicker prevent a higher score. | overall_score=82 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":83,"visual_quality":85,"camera_composition":80}

Explanation: The generated frames maintain high fidelity to the conditioning first frame, with consistent color palette and lighting. The video adheres well to the prompt, capturing the tranquil, static imagery of leaves with gentle motion and consistency in each frame's construction. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":92,"temporal_consistency":93,"visual_quality":94,"camera_composition":90}


Prompt: Through a rain-speckled window, raindrops gently slide downward, distorting the view of a lush, green garden in the background. The scene captures a tranquil, rainy day with steady, soft, natural lighting casting a gentle glow over the droplets, enhancing their reflective qualities. The camera remains static, with a close-up framing of the glass, keeping the intricate details of the water droplets in sharp focus. Throughout the five-second span, the descent of the raindrops introduces subtle motion. The background remains consistently blurred, maintaining focus on the raindrop patterns, preserving the serene and contemplative mood.

Explanation: The video starts with high fidelity to the conditioning frame and maintains strong focus and lighting throughout. While motion exists, it appears slightly artificial at times. Temporal consistency has slight issues with motion smoothness, but overall visual quality remains strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame with consistent raindrop patterns and a static camera perspective. The motion of the raindrops is smooth, matching the prompt's description. Light flickering and minimal temporal jumps slightly impact the overall quality, but adherence to the prompt is strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video closely follows the prompt, with clear raindrop motion seen against a blurred garden background that stays consistent throughout. The visual clarity and rain effect on the window are well-executed, and the camera composition maintains focus on the droplets. Minor motion quality issues slightly reduced the score. | overall_score=90 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains strong fidelity with the conditioning frame and effectively adheres to the prompt, with subtle motion in the raindrops. Temporal consistency is very high, with no noticeable artifacts or jumps. Minor motion quality variation was noted but overall the video maintains a serene and contemplative mood. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}


Prompt: A young woman with long dark hair sits in the front seat of a car holding an iced coffee with a green straw. She is wearing a dark t-shirt and her nails are painted blue. The interior is warmly lit from above, contrasting with the cool twilight visible through the windows. The background shows the car interior and a glimpse of streetlights outside. Throughout the 5-second clip, she gestures with her free hand, moving fluidly, as if engaged in conversation. The camera remains static, focusing on her upper body. Lighting and color maintain a soft, evening ambiance with warm tones, while the setting and her appearance remain consistent.

Explanation: The video maintains a high degree of fidelity to the conditioning frame and adheres well to the prompt. Motion is fluid, though slightly repetitive, and visual quality is consistently high without major artifacts. Temporal consistency is good with slight room for improvement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":80,"visual_quality":85,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt details. The woman's gestures and the lighting are consistent throughout, and there are no apparent temporal jumps. Minor issues in visual noise and flickering slightly reduce the visual quality. | overall_score=90 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":92,"motion_quality":90,"temporal_consistency":88,"visual_quality":85,"camera_composition":90}

Explanation: The generated video maintains high fidelity to the first frame and adheres closely to the prompt, with fluid motion and consistent lighting, appearance, and setting. The visual quality is strong, with slight improvements feasible in color vibrance for a perfect evening ambiance. | overall_score=92 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":93,"motion_quality":95,"temporal_consistency":90,"visual_quality":94,"camera_composition":92}

Explanation: The video maintains high fidelity to the conditioning frame with seamless continuity and fluid motion. However, slight deviations in visual quality and lighting consistency slightly impact the overall score. | overall_score=86 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":88,"motion_quality":85,"temporal_consistency":90,"visual_quality":80,"camera_composition":92}


Prompt: A blue electric fly swatter is held against a red wall in the center of the frame, with its wire mesh and black handle visible. A shadow mirror of the swatter is cast on the wall, moving slightly as a hand enters from the bottom left, mimicking a swatting motion. The scene is brightly lit, casting defined shadows, creating a warm, vivid mood with no texture on the smooth wall. The camera is static, maintaining a mid-shot framing throughout the sequence. The red wall and blue fly swatter must remain visually consistent over the 5-second clip, ensuring stable color and lighting without any shifts.

Explanation: The video maintains consistent color and fidelity with the first frame. However, there is some instability in the shadows and minor flickering that affects temporal consistency. The motion quality is generally smooth, and the static camera composition adheres to the prompt. | overall_score=75 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":70,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":75}

Explanation: The video maintains a consistent framing and color scheme. However, there are minor issues with the shadow consistency and some flickering. The generated frames respect the conditioning frame but drift slightly in motion quality, not fully aligning with the described hand movement. | overall_score=65 | aspect_scores={"first_frame_fidelity":70,"prompt_adherence":60,"motion_quality":60,"temporal_consistency":70,"visual_quality":65,"camera_composition":65}

Explanation: The generated frames maintain good fidelity to the conditioning frame, with the blue swatter and red wall appearing consistently. The prompt is followed well, exhibiting appropriate motion and shadow dynamics, though occasional minor flickers and slightly non-uniform shadows detract slightly from perfect adherence. | overall_score=85 | aspect_scores={"first_frame_fidelity":88,"prompt_adherence":82,"motion_quality":80,"temporal_consistency":86,"visual_quality":84,"camera_composition":85}

Explanation: The generated video maintains good fidelity to the first frame and follows the motion described in the prompt but suffers from slight color shifts and minor flickers across frames. Shadows and camera consistency were strengths, but there are noticeable visual artifacts affecting brightness, which detract from overall quality. | overall_score=72 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":70,"motion_quality":75,"temporal_consistency":70,"visual_quality":65,"camera_composition":75}


Prompt: In a cozy underground bar with stone and wood textures, a crowd of people raise champagne bottles adorned with bright sparklers. The atmosphere is lively and celebratory, with dim, warm lighting that highlights the sparklers' glow. The camera remains static, capturing a mid-level framing focused on the raised arms and sparklers, with occasional bursts of light reflections. Over the course of the 5-second clip, the sparklers crackle without diminishing, and the party atmosphere stays consistent with background sounds of joyful chatter. The ambient light from exposed overhead bulbs creates a flickering effect against the rough walls, enhancing the intimate, jubilant mood. All elements, including lighting and crowd dynamics, remain stable throughout.

Explanation: The video maintains fidelity with the first frame and matches the prompt's celebratory atmosphere. Motion and consistency are good, though some minor flickering and static camera composition prevent a higher score. | overall_score=78 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":80,"visual_quality":75,"camera_composition":75}

Explanation: The video closely follows the conditioning frame and prompt, maintaining a consistent environment, lighting, and celebratory atmosphere. Minor issues such as slight flickering and potential geometric instability detract slightly but are not prominent. Overall, the video achieves high fidelity and quality with effective camera composition. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":88,"camera_composition":95}

Explanation: The video shows strong adherence to the initial frame and prompt, capturing a vibrant party atmosphere with sparklers. Motion and lighting effects are well-executed, though subtle fluctuations in temporal consistency are noted. | overall_score=82 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":84,"temporal_consistency":78,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains strong adherence to the conditioning frame and the prompt, capturing the celebratory atmosphere with stable elements and effective composition. Minor lighting flickers and slight motion artifacts were observed, impacting visual quality and temporal consistency. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":80,"camera_composition":90}


Prompt: A yellow and black patterned turtle rests on a gray boat deck beside gentle water, showing detailed textural patterns on its shell. A person's hand gently interacts with the turtle, creating a sequence of subtle movements. The camera remains static, tightly framing the scene to keep the focus on the turtle and hand. The natural light is soft, casting a warm, serene mood over the scene. The color palette is balanced with neutral grays and vibrant yellows. Over time, the turtle's position and the background elements must remain stable, maintaining overall consistency in the scene’s mood and texture.

Explanation: The video closely follows the conditioning frame with minimal identity drift, maintaining a consistent turtle and hand interaction. The motion is smooth, and prompt adherence is strong with a warm mood and consistent color palette. Camera composition is effective, though slightly less focus on the subtleties of the hand movement could improve the motion quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains remarkable consistency in turtle position and background across frames. Motion quality reflects subtle, natural interactions, aligning with the prompt. Visual elements and lighting are consistent, but minor deviations in color balance affected visual quality slightly. | overall_score=87 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":88,"temporal_consistency":90,"visual_quality":85,"camera_composition":86}

Explanation: The generated video maintains strong fidelity to the conditioning frame and sticks well to the prompt. Subtle hand movements are smooth, and the scene maintains a consistent focus on the turtle and hand. The lighting and color composition maintain a serene mood throughout. | overall_score=88 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning first frame with consistent visual quality and composition throughout. The subtle movements of the hand interacting with the turtle match the prompt description. There are minor issues in motion smoothness, but the overall adherence to the prompt is strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}


Prompt: The video clip captures a close-up of a vibrant green plant with slender, pointed leaves and delicate flower spikes, positioned slightly off-center towards the right. The background reveals a dense array of greenery, creating an impression of a lush garden. Throughout the five-second clip, the camera remains static with a slight swaying pan to the right, capturing the gentle movement of leaves in a light breeze. Sunlight filters through, casting soft highlights on the foliage, evoking a serene and fresh ambiance. The lighting remains consistent, emphasizing the vivid green tones and delicate textures. The plant and background placement must remain stable, with natural movement providing a sense of continuity.

Explanation: The video remains consistent with the prompt in terms of capturing the plant and background as described, with natural movement and lighting. However, there is a slight variation in fidelity from the conditioning frame, although it resolves quickly. The video maintains good temporal consistency and visual quality, ensuring smooth motion and composition throughout. | overall_score=85 | aspect_scores={"first_frame_fidelity":75,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity with the conditioning frame, capturing the plant as specified. The gentle movement and lighting create the serene ambiance described in the prompt. Minor temporal inconsistencies and slight deviation in the swaying motion affect the overall score. | 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 generated frames adhere closely to the conditioning frame and prompt, maintaining good fidelity and consistency. The gentle motion and stable composition effectively reflect the prompt. Minor issues include slight deviations in camera swaying and moderate flickering, but these do not significantly detract from the overall quality. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully maintains the vivid green tones and consistent lighting throughout the frames. However, there are minor temporal jumps and slight instability in the geometry of the plant. The camera composition aligns well with the prompt, though there is a slight deviation in the stability of the plant's positioning. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: In a dimly lit kitchen, focus on a metal bowl filled with fine white flour. The bowl occupies the right side of the frame against a textured black countertop. The camera begins with a static overhead view, capturing the contrast between the soft flour and hard surface. It then tilts downwards, revealing a closer view of the flour's texture. Gradually, a hand enters from the top right, fingers gently making trails in the flour. The lighting is soft, casting subtle shadows and highlighting the flour's fluffy texture. Despite the movement, the bowl remains still, maintaining its position within the frame, while the overall mood is calm and contemplative.

Explanation: The video starts closely fitting the first frame but quickly displays minor identity drift and geometry instability where the bowl shifts and changes slightly from the initial frame. While the motion and lighting capture the contemplative mood, the hand interaction and camera movement exhibit inconsistencies, detracting from adherence to the prompt. | overall_score=62 | aspect_scores={"first_frame_fidelity":70,"prompt_adherence":60,"motion_quality":65,"temporal_consistency":60,"visual_quality":65,"camera_composition":60}

Explanation: The video begins with high fidelity to the conditioning frame, capturing the metal bowl and its contents accurately. However, the adherence to the prompt is slightly off as the camera movement lacks smooth downward tilting. Temporal consistency suffers mildly due to minor flickers or jumps. Overall, motion and visual quality are commendable, maintaining a calm and contemplative mood. | overall_score=78 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":75,"motion_quality":80,"temporal_consistency":70,"visual_quality":85,"camera_composition":70}

Explanation: The video begins with a frame that closely matches the conditioning image, maintaining high fidelity. The motion and camera composition align well with the prompt, though the temporal consistency slightly falters as the camera motion is not as smooth as described. Overall, the video excellently captures the calm atmosphere and details requested. | overall_score=82 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":80}

Explanation: The video begins with a high fidelity match to the conditioning frame. Motion of the hand is smooth but there's slight flickering and a temporal inconsistency. The visual quality and composition align well with the prompt details, maintaining a calm mood. | overall_score=78 | aspect_scores={"first_frame_fidelity":85,"prompt_adherence":80,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":75}


Prompt: In a well-lit kitchen, a hand wearing a white glove carefully dices a vibrant yellow bell pepper on a wooden cutting board. The scene is filled with vivid colors and various vegetables, with tomatoes and potatoes slightly blurred in the background, creating a cozy and cluttered cooking atmosphere. The camera remains static, focusing closely on the precise motion of the knife slicing through the pepper, emphasizing the detail and texture of each cut. Warm lighting enhances the rich colors, maintaining a steady, serene mood. Throughout the sequence, the pepper and kitchen setup stay consistent, providing a sense of continuity and focus on the culinary process.

Explanation: The video maintains high fidelity to the conditioning first frame, with consistent lighting and composition throughout. The motion of the knife slicing the bell pepper is smooth, with strong adherence to the prompt's details and atmosphere. | overall_score=86 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":88,"visual_quality":90,"camera_composition":85}

Explanation: The generated video closely matches the conditioning frame and adheres well to the prompt with high visual quality and vivid colors. Minor temporal inconsistencies are present, but overall motion and camera composition are strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":93,"motion_quality":90,"temporal_consistency":88,"visual_quality":96,"camera_composition":92}

Explanation: The generated video closely follows the conditioning frame and adheres well to the prompt, maintaining consistent colors and atmosphere. Motion is smooth, and temporal consistency is high, though small variations in lighting slightly affect visual quality. | overall_score=88 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":92,"temporal_consistency":90,"visual_quality":87,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame with consistent visual elements and lighting. Motion quality is smooth, and temporal consistency is strong with no apparent jumps or flickers. Adherence to the prompt is high but could slightly improve in camera composition focus. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":93,"temporal_consistency":94,"visual_quality":93,"camera_composition":89}


Prompt: The clip features a gray, amorphous cloud-like shape suspended in the center of an expansive, grid-marked virtual space, reminiscent of a digital sandbox or simulation environment. The scene remains static throughout the sequence, with the camera holding a steady mid-shot, ensuring focus on the subject. Lighting is soft and even, casting subtle shadows on the grid floor beneath the object. The background is minimalistic, allowing the central nebula to subtly pulse and expand over the five-second duration, maintaining a consistent texture and density. The mood is neutral, with a slightly futuristic ambiance emphasized by the digital interface visible at the periphery. The cloud’s position and size remain stable, ensuring its dominance in the frame without significant distortion.

Explanation: The generated video closely aligns with the prompt, maintaining a consistent cloud shape and camera positioning. The motion is subtle but meets the requirement for slight pulsation. Some minor variations in texture consistency are observed, but overall, the scene remains cohesive and well composed. | overall_score=85 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains strong fidelity to the first frame and adheres well to the prompt, displaying subtle pulsing and expansion of the cloud-like shape. Temporal consistency is high with minimal flicker or jumps. Minor issues with composition prevent a perfect score. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":75}

Explanation: The generated video maintains high fidelity to the conditioning first frame and closely follows the prompt. The cloud remains stable in position and size, with subtle pulsing. Lighting and grid layout are consistent, contributing to overall strong visual quality. There are minor inconsistencies in motion which slightly affect temporal consistency. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains the initial frame's qualities well, with consistent camera composition and adherence to the prompt. There is minor motion indicating subtle pulses and expansions, with good temporal consistency and visual quality. The lighting and framing support the intended futuristic and minimalistic atmosphere. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}