Prompt: Small ripples move continuously across the surface of the water, flowing steadily toward the foreground. The sun remains fixed at the center of the horizon, casting a shimmering, vertical reflection that dances on the moving water. The camera maintains a static, wide-angle framing, capturing the expansive ocean and distant mountain silhouettes under a warm, glowing sky. This is a tranquil sunset over a calm sea, where the only movement is the rhythmic, gentle motion of the water surface.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested tranquil sunset scene. The motion of the water is subtle and consistent, and the overall visual quality is high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video is a high-quality, stable generation that perfectly matches the provided first frame and adheres well to the prompt's description of a tranquil sunset. The motion of the water is fluid and realistic, with no noticeable temporal artifacts or flickering. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}

Explanation: The video is highly consistent with the conditioning frame and effectively captures the requested tranquil sunset atmosphere. The motion of the water is fluid and realistic, maintaining temporal stability throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}


Prompt: The cat, resting on a wooden park bench, slowly turns its head from a forward-facing position to look toward the left side of the frame. It maintains this gaze for the remainder of the clip while its ears twitch slightly. The camera remains static throughout the entire duration, maintaining a medium shot that keeps the cat centered in the frame against a blurred, sunlit outdoor background.

Explanation: The video successfully executes the requested head turn while maintaining the cat's identity and the static camera composition. There is minor, expected morphing during the motion, but the overall visual quality and temporal consistency are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video successfully executes the requested head turn while maintaining high fidelity to the first frame and consistent visual quality. The motion is generally smooth, though there is minor geometric distortion in the cat's face during the transition. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video adheres well to the prompt, maintaining the cat's identity and the static camera composition throughout. While the ear twitching is quite subtle, the overall motion is fluid and the visual quality is high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}


Prompt: Three remote-controlled sailboats glide steadily across a calm lake, moving from left to right. The lead boat, marked 783, passes a red buoy on its right side, while two trailing boats follow behind at a distance. The camera remains static throughout the entire sequence, maintaining a wide, fixed framing of the boats as they navigate the water. The scene features a park setting with a fountain and grassy shoreline in the background.

Explanation: While the video starts with high fidelity to the conditioning frame, it suffers from significant temporal instability. The text on the sails becomes garbled almost immediately, and the motion of the boats is jerky and unnatural, failing to convey the 'steady glide' requested in the prompt. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":60,"motion_quality":30,"temporal_consistency":20,"visual_quality":50,"camera_composition":80}

Explanation: The video starts with high fidelity to the conditioning frame, but suffers from significant temporal instability. The text on the sails becomes garbled, and the lead boat's flag morphs into an American flag, violating the prompt's content. Additionally, the motion of the trailing boats is jerky, and the red buoy loses its clear definition. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":55,"visual_quality":75,"camera_composition":80}

Explanation: While the video starts with high fidelity to the first frame, it suffers from significant temporal instability and identity drift. The boats do not move in a physically plausible manner, and the specific details requested in the prompt (such as the lead boat passing the buoy) are not accurately depicted. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":80}


Prompt: The camera performs a steady, continuous lateral tracking shot moving toward the right, creating a parallax effect across the landscape. A utility pole enters the frame from the right and moves steadily across the screen to the left, eventually exiting the frame. The sun remains fixed in the background as the foreground trees and bushes glide past. This scene captures a rural horizon at sunset viewed from a moving vehicle.

Explanation: The video effectively captures the requested lateral tracking shot and parallax effect while maintaining high fidelity to the initial frame. The primary issues are minor geometric distortions of the utility pole and slight temporal instability in the background, but the overall execution is highly competent. | 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 successfully captures the requested scene with a strong parallax effect and accurate movement of the utility pole. While there are minor geometric instabilities in the pole and slight temporal jitter, the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully executes the complex camera movement and parallax effect described in the prompt while maintaining high fidelity to the first frame. The primary drawback is the noticeable morphing and geometric instability of the utility pole as it traverses the screen. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":85}


Prompt: A group of friends gathers around a table, holding wine glasses aloft to perform a toast. They bring their glasses together toward the center of the frame, then lower them slightly to take sips of wine. The camera remains static throughout the shot, maintaining a medium close-up framing of the group. The scene captures a social gathering in a dimly lit room, focusing on the synchronized movement of the friends as they celebrate together.

Explanation: The video demonstrates high fidelity to the conditioning frame and successfully executes the requested action of a toast. While there are minor geometric artifacts in the hands and glasses during the movement, the overall temporal consistency and visual quality are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested action of a toast followed by sipping. While there is some minor geometric distortion in the glasses and hands during the movement, the overall temporal consistency and fidelity to the first frame are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested social interaction with high fidelity to the first frame. While there are minor geometric artifacts around the hands and glasses during the transition, the overall motion is natural and the scene remains temporally consistent throughout. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: Light snow falls steadily throughout the scene, with individual flakes drifting downward across the frame. The camera remains completely static, maintaining a fixed, wide-angle view of the quiet residential street. A silver SUV is parked in the distance on the right side of the road, remaining stationary as the snow continues to descend over the neighborhood. The setting is a suburban street lined with houses and a snow-covered sidewalk in the foreground.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested atmospheric effect of falling snow. While the snow animation is slightly repetitive, the overall scene remains stable and visually coherent. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":95}

Explanation: The video successfully maintains the static camera and the scene composition from the first frame. While the snow animation is slightly artificial and repetitive, it effectively conveys the requested atmosphere. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested atmosphere of a quiet, snowy residential street. The motion is consistent and the camera remains static as requested, though the snow animation could be slightly more dynamic. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}


Prompt: Ocean waves roll steadily toward the sandy shore, cresting and breaking into white foam that washes up onto the beach. The water surface remains in constant, rhythmic motion as the tide pushes inward. The camera is static, maintaining a wide, fixed framing of the coastal scene. The setting features a calm sea framed by rocky jetties and buildings on both sides under a sky filled with drifting clouds.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested coastal scene. While the wave motion is slightly repetitive, the overall visual quality and temporal stability are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

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


Prompt: A group of ducklings waddles across a paved yard, moving from the left foreground toward the center and right, while several chickens forage in the background. The ducklings continuously bob their heads and peck at the ground as they traverse the path. The camera remains static throughout the entire five-second duration, maintaining a wide, fixed framing of the rural backyard setting where the poultry roam freely among scattered debris and patches of grass.

Explanation: While the video successfully maintains the static camera and initial scene layout, the motion quality is extremely poor. The ducklings exhibit significant flickering, warping, and unnatural sliding movements, failing to convincingly animate the requested waddling and pecking behaviors. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":10,"temporal_consistency":10,"visual_quality":20,"camera_composition":80}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested motion of the ducklings waddling and pecking. While there is some minor temporal instability in the movement of the animals, the overall quality is high and adheres well to the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested motion of the ducklings. While there is some minor flickering in the background elements, the overall visual quality and adherence to the prompt are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: Small, rhythmic waves ripple across the surface of the water, moving consistently from the background toward the foreground. The water surface undulates with a continuous, gentle motion, creating shifting patterns of light and shadow. The camera remains static throughout the clip, maintaining a low-angle, close-up framing of the open ocean. The horizon line stays fixed in the upper third of the frame, providing a stable backdrop for the constant, fluid movement of the sea.

Explanation: The video demonstrates high-quality generation with excellent adherence to the prompt's requirements for rhythmic, consistent wave motion and a stable, low-angle composition. The temporal consistency is strong, and the first frame is perfectly preserved. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality generation with excellent adherence to the prompt and the conditioning frame. The water motion is fluid and realistic, maintaining temporal consistency throughout the clip. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The generated video maintains high fidelity to the conditioning frame and effectively captures the requested rhythmic, fluid motion of the ocean. The camera remains static as requested, and the overall visual quality is high, with only minor, negligible issues in motion repetition. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}


Prompt: Thick white smoke billows upward from a metal tray of food cooking on a charcoal grill. Two chefs in white coats and black aprons work at a white-clothed table in the background, moving their hands to prepare items. The camera remains static throughout the shot, maintaining a fixed medium framing of the outdoor cooking area. The scene captures a busy, active outdoor catering setup with continuous smoke rising from the hot grill surface.

Explanation: The video is highly faithful to the conditioning frame and follows the prompt's instructions well. While the background characters show minor temporal instability, the overall visual quality and adherence to the static camera requirement are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene elements. The motion of the smoke and the chefs is generally realistic, though there is some minor temporal softening during movement. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. The motion of the smoke and the chefs is generally convincing, though there is minor temporal jitter in the smoke's movement. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}


Prompt: Multiple vehicles travel along a divided highway, moving consistently toward the bottom of the frame. A large semi-truck in the right lane gradually overtakes a smaller vehicle, while other cars maintain steady speeds in both directions. The camera remains static, providing a high-angle, wide-shot perspective of the straight road. This scene captures a rural highway landscape with surrounding fields and buildings, focusing on the continuous, linear flow of traffic moving through the frame.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested traffic dynamics. While the motion of the vehicles is slightly unnatural and exhibits minor geometric artifacts on the truck, the overall composition and adherence to the prompt are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video successfully maintains the static high-angle perspective and captures the requested traffic movement. While the motion of the vehicles is slightly jittery, the overall fidelity to the conditioning frame and the prompt's requirements is high. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested traffic flow. While there is some minor jitter in the motion of the vehicles, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}


Prompt: The water in the narrow canal flows steadily from the left toward the right side of the frame, carrying small floating leaves along the current. The camera remains completely static throughout the entire five-second duration, maintaining a fixed, high-angle perspective. A weathered wooden plank spans the murky water, connecting the grassy banks, while long, variegated green plants line the edges of the stream, remaining perfectly still as the water moves beneath them.

Explanation: While the video perfectly maintains the first frame and camera composition, it fails entirely to animate the water or the floating leaves, resulting in a static image rather than a video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":90}

Explanation: While the model successfully maintained the static camera and visual fidelity of the first frame, it failed entirely to generate the requested motion, resulting in a static image rather than a video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":5,"visual_quality":40,"camera_composition":90}

Explanation: While the video perfectly maintains the composition and visual fidelity of the first frame, it fails entirely to generate the requested motion, resulting in a static image rather than a video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":5,"visual_quality":60,"camera_composition":90}


Prompt: The young man stands perfectly still in front of a graffiti-covered brick wall, holding a skateboard upright by his side. Throughout the five-second duration, he remains motionless, maintaining a steady gaze toward the camera. The camera is completely static, providing a fixed, eye-level medium shot of the subject. There is no movement from the subject, the background, or the camera, resulting in a still, portrait-like composition that persists for the entire length of the clip.

Explanation: The video perfectly adheres to the prompt's requirement for a completely static, motionless scene, maintaining high visual fidelity and consistency throughout the duration. | overall_score=98 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":95,"temporal_consistency":98,"visual_quality":98,"camera_composition":100}

Explanation: The video perfectly adheres to the prompt's requirement for a completely static scene, maintaining perfect fidelity to the conditioning frame throughout the entire duration. | overall_score=98 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":100,"motion_quality":95,"temporal_consistency":98,"visual_quality":98,"camera_composition":100}


Prompt: Thin wisps of white mist drift slowly and continuously from left to right across the surface of the calm lake, while low-hanging clouds hover motionlessly above the distant forested hills. The camera remains completely static, maintaining a fixed, wide-angle landscape framing of the shoreline and water. This scene captures a tranquil morning at a reservoir, where the only movement is the gentle, steady horizontal flow of fog across the water surface.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the tranquil atmosphere described in the prompt. The motion is subtle but present, and the overall visual quality is high, with only minor issues regarding the intensity of the fog movement. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested atmosphere. The motion is present and consistent, though slightly subtle, and the overall visual quality is high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested tranquil atmosphere. While the motion of the mist is a bit subtle, it is present and consistent with the prompt's requirements. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":100}


Prompt: The camera performs a smooth, continuous pan to the right, tracking a group of men dancing and clapping at a wedding reception. The man in the foreground center moves his arms rhythmically to the music while smiling, while the man to his left claps his hands in time. The camera maintains a medium-shot framing, capturing the lively atmosphere as the subjects shift positions and interact with the surrounding guests in the background.

Explanation: While the video starts with high fidelity to the conditioning frame, it fails to execute the requested camera pan and suffers from significant identity drift and unnatural, jittery motion that degrades the overall quality. | overall_score=42 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":40}

Explanation: While the video maintains the visual appearance of the first frame, it fails significantly on the motion requirements. The camera does not pan as instructed, and the motion is a repetitive, low-quality loop that lacks the natural fluidity of dancing. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":60,"camera_composition":20}

Explanation: While the video starts with high fidelity to the conditioning frame, it fails significantly on the prompt's core requirement of a smooth camera pan, remaining static throughout. Furthermore, the subjects suffer from severe identity drift and morphing, and the motion is jittery and unnatural, failing to capture the requested rhythmic dancing. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":25,"visual_quality":40,"camera_composition":30}


Prompt: The camera performs a slow, steady forward dolly movement over a coastal city at night. Below, traffic flows continuously along a brightly lit road that curves toward the horizon, while the dark water of the bay remains calm in the foreground. The perspective maintains a high-altitude aerial view, capturing the expansive urban grid and the distant, glowing skyline as the camera glides forward, emphasizing the rhythmic movement of vehicles through the dark, sprawling cityscape.

Explanation: While the video maintains high fidelity to the first frame, it fails significantly on the core requirement of the prompt, which is to perform a camera movement. The video is static, lacking the requested dolly motion and the dynamic flow of traffic. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: While the video maintains excellent fidelity to the first frame and has high visual quality, it fails almost entirely on the motion requirements of the prompt. The camera does not move, and the traffic is static, resulting in a video that feels like a still image rather than a dynamic generation. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: While the video maintains high fidelity to the first frame, it fails significantly on the motion requirements of the prompt. The camera does not perform a dolly movement, and the traffic remains static, resulting in a near-still image rather than a dynamic video sequence. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}


Prompt: The camera performs a smooth, continuous forward dolly movement, gradually approaching the massive, rugged limestone cliff face. As the camera advances, the perspective shifts to reveal more detail in the rocky terrain and the dense green forest covering the base of the mountain. The framing remains wide, maintaining a steady, cinematic perspective of the expansive geological landscape throughout the entire duration of the shot.

Explanation: The video maintains high visual fidelity and temporal stability, but the camera movement is quite sluggish and lacks the dynamic perspective shift described in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}

Explanation: The video maintains high visual fidelity and temporal stability, but the camera movement is quite sluggish and fails to fully capture the dynamic 'approaching' effect described in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}

Explanation: The video maintains high visual fidelity and temporal stability, perfectly matching the conditioning frame. While the camera movement is technically a forward dolly, it is very slow and lacks the dynamic sense of approach requested in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}


Prompt: A white semi-truck drives slowly from the left side of the frame toward the right, navigating through a paved shipping yard filled with stacked cargo containers. The truck maintains a steady, forward trajectory across the center of the scene until it exits the frame on the right. The camera remains static throughout the entire duration, maintaining a high-angle, wide shot of the industrial terminal and the surrounding urban landscape.

Explanation: The video successfully executes the requested motion with high fidelity to the conditioning frame, though the truck's movement exhibits slight micro-stuttering that prevents a perfect score. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video successfully maintains the high-angle, static camera perspective and accurately depicts the truck moving across the shipping yard as requested. While the motion of the truck is slightly mechanical and exhibits minor jitter, the overall visual quality and fidelity to the conditioning frame are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and adheres well to the prompt's requirements for camera movement and subject trajectory. The motion of the truck is generally smooth, though there is a slight stutter in its movement across the frame. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}


Prompt: A small motorboat travels steadily across the water from left to right, leaving a visible wake behind it. A sailboat with a white sail follows closely behind the motorboat, moving in the same direction. The camera remains static throughout the shot, maintaining a high-angle, wide-shot framing of the two vessels on the lake. The scene captures the motorboat and sailboat navigating the open water against a backdrop of distant trees and a cloudy sky.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements regarding the subjects and camera angle. The primary area for improvement is the motion quality, which feels slightly robotic and lacks the fluid, realistic physics of boats moving through water. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's content requirements. However, the motion is very limited, making the scene feel more like a still image with slight water ripples rather than a dynamic video of moving vessels. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and follows the prompt's narrative well. The primary drawback is a slight lack of smoothness in the motion of the boats, which appears somewhat stuttered rather than a steady, continuous travel. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over a dense suburban neighborhood. The perspective remains fixed at a high aerial angle, looking down at the interconnected streets and rows of residential houses. There is no other motion in the scene; the environment is completely static throughout the five-second duration. This aerial view captures a sprawling residential development characterized by uniform brick houses and winding roads, maintaining a consistent, smooth forward trajectory from start to finish.

Explanation: The video maintains perfect fidelity to the first frame and exhibits high visual quality. While the camera movement is technically present, it is so slow that it barely registers as a dolly movement, though it does adhere to the requirement for a static environment. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":80}

Explanation: The video maintains high visual fidelity and consistency, perfectly matching the first frame. However, the requested 'slow, steady forward dolly movement' is so subtle that it is barely distinguishable, bordering on a static image. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}

Explanation: The video is visually impressive and maintains perfect fidelity to the first frame, but the requested camera movement is too subtle to be clearly perceived as a 'dolly' movement, making the motion quality feel slightly underwhelming. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":80}


Prompt: The camera moves forward at a steady pace along a city street, maintaining a consistent eye-level perspective. A cyclist in a blue hoodie rides away from the camera, pedaling steadily down the bike lane. Ahead, two construction workers in high-visibility vests walk slowly toward the left, actively painting a green stripe onto the pavement. Traffic remains mostly stationary in the adjacent lanes, while a lone pedestrian walks away in the distance. The scene captures a busy urban road undergoing maintenance.

Explanation: The generated video fails almost entirely to execute the requested motion. While the first frame is perfectly preserved, the scene is static, failing to depict the cyclist riding, the workers walking/painting, or the camera moving forward. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":60,"camera_composition":50}

Explanation: The video maintains high visual fidelity to the first frame, but fails to animate the specific actions requested in the prompt, particularly the painting activity and the forward camera movement. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":75}

Explanation: While the video maintains the visual style and composition of the first frame well, it fails significantly on motion quality and prompt adherence. The subjects (cyclist and workers) are essentially frozen, and the requested dynamic actions are entirely absent, resulting in a static, lifeless scene. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":60}


Prompt: The camera performs a slow, steady forward dolly movement over a calm river flowing through a city landscape. As the perspective advances, two people walking along the riverbank path move gradually from the lower center toward the bottom right of the frame. The aerial view remains stable and level throughout the entire sequence, maintaining a consistent high-angle framing that captures the river, the surrounding trees, and the distant urban skyline under a soft, fading light.

Explanation: The video is visually impressive and maintains high fidelity to the conditioning frame, but the requested motion (both the camera dolly and the walking people) is too subtle and lacks the dynamic progression specified in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":80}

Explanation: The video is visually impressive and maintains high fidelity to the first frame, but it struggles to execute the specific dynamic requirements of the prompt, particularly the camera dolly movement and the natural movement of the pedestrians. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity and temporal stability, but the requested camera movement and subject motion are too subtle to be clearly perceived, resulting in a lack of dynamic engagement. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":80}


Prompt: A flamingo in the foreground slowly lifts its head from a preening position, turning its neck to the left while looking forward. Simultaneously, a second flamingo to its right remains in a static, tucked position. The camera is completely static throughout the five-second duration, maintaining a close-up, fixed framing on the two birds. The scene captures a quiet, natural moment between two flamingos standing on a grassy patch near some rocks.

Explanation: The video successfully executes the requested motion of the flamingo lifting its head while maintaining the static nature of the second bird. The first frame is perfectly preserved, and the overall visual quality is high, with only minor motion artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully executes the requested motion of the flamingo lifting its head while maintaining the static position of the second bird. The visual quality is high, and the first frame is perfectly preserved, though there is a slight mechanical feel to the neck movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video successfully follows the prompt's instructions, maintaining a static camera and accurately depicting the flamingo's movement from a preening position to looking forward while keeping the second bird static. The visual quality is high, with only minor motion artifacts during the neck rotation. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}


Prompt: The camera performs a steady, slow forward dolly movement over a calm, dark river flanked by dense green mangrove forests. The water remains largely still, with subtle, gentle ripples moving slowly across the surface throughout the entire five-second duration. The perspective is a top-down aerial view, maintaining a consistent altitude and orientation while gliding forward over the center of the waterway, keeping the lush vegetation on both sides of the frame.

Explanation: The video is visually stunning and perfectly matches the first frame, but the requested forward dolly movement is barely perceptible, making the motion feel more like a static shot than a dynamic camera move. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":80}

Explanation: The video maintains high visual fidelity and adheres well to the prompt's environmental description. While the camera movement is technically present, it is so slow that it barely registers as a dolly shot, though the overall execution is very professional. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":80}

Explanation: The video is visually impressive and maintains perfect fidelity to the first frame, but it fails to capture the requested dynamic motion. The camera movement is too slow to be perceived as a dolly shot, and the water lacks the specified ripple animation, making the scene feel static. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":70}


Prompt: Numerous vehicles travel steadily forward along a multi-lane highway, maintaining consistent speed and spacing within their respective lanes. A large semi-truck moves slowly along the right side, while construction equipment remains stationary on the shoulder. The camera maintains a high-angle, static aerial perspective, capturing the continuous flow of traffic moving away from the viewer. This scene depicts a busy interstate highway flanked by dense green forest and open grassy fields under bright daylight.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. While the motion of the vehicles is slightly unnatural and exhibits some jitter, the overall visual quality and adherence to the prompt are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high visual fidelity to the first frame and accurately captures the requested scene elements. However, the motion of the vehicles is very subtle and almost static, failing to fully convey the 'continuous flow of traffic' described in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: While the model successfully maintained the composition and fidelity of the first frame, it failed completely to generate any motion, resulting in a static image rather than a video. The prompt's requirement for traffic flow was entirely ignored. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over the landscape toward the distant horizon. The perspective remains fixed at a high altitude, maintaining a consistent wide-angle view of the terrain. The movement is smooth and continuous, gradually bringing the distant mountains and the winding lake into closer focus while the surrounding forested hillsides remain static in the frame. This aerial shot captures a serene, expansive view of a lake nestled between rolling, tree-covered mountains under a cloudy sky.

Explanation: The video maintains high visual fidelity to the first frame and exhibits good temporal stability, but the requested camera movement is barely perceptible, making the motion quality feel underwhelming. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high visual fidelity and consistency with the first frame, but the requested camera movement is too minimal to be effectively perceived as a 'slow, steady forward dolly'. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}


Prompt: A small white boat travels steadily from left to right across the open blue water, leaving a faint white wake behind it. The camera remains static, maintaining a wide, high-angle aerial perspective of the sea, the rocky island with a lighthouse, and the distant coastline. The scene captures the boat moving across the calm ocean surface against the backdrop of the islands and mountains under a clear sky.

Explanation: The video demonstrates high fidelity to the conditioning frame and maintains a consistent, high-quality visual style. While the motion of the boat is slightly stuttered and could be more fluid, the overall scene adheres well to the prompt's requirements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested scene composition. While the boat's motion is slightly unnatural and the wake is underdeveloped, the overall temporal stability and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

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


Prompt: Small, rhythmic ripples flow continuously across the surface of clear, shallow water, moving steadily from the top of the frame toward the sandy, pebbled shoreline at the bottom. The water surface remains in constant, gentle motion, creating shifting patterns of light and shadow over the submerged ground. The camera is held in a static, high-angle position, capturing a fixed view of the shoreline and the rippling water as it washes over the riverbed.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested rhythmic water motion. While there is a slight repetitive quality to the ripple animation, the overall visual quality and temporal stability are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested motion of water ripples over a riverbed. While there is a slight repetitive quality to the motion, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: Four ice hockey players skate across the rink, moving from the foreground toward the center. The player in the black jersey on the right side of the frame maintains control of the puck, skating forward while the others follow in a loose formation. The camera remains static in a high-angle, wide shot, capturing the entire group as they glide across the ice. The players continue their steady, coordinated movement across the rink until the end of the clip.

Explanation: The video maintains high fidelity to the first frame and follows the prompt's action requirements well. While the skating motion is slightly floaty and the puck physics are not perfectly realistic, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and follows the prompt's instructions well. While there are minor issues with the realism of the skating motion and slight jitter in the puck's trajectory, the overall temporal consistency and visual quality are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and follows the prompt's action well. The motion is generally smooth, though there is some minor skating animation artifacting where the feet appear to glide rather than stride. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}


Prompt: A cat walks steadily from the left side of the frame toward the center of the foreground, moving across the paved ground. Meanwhile, a person in a dark jacket remains seated on a stool on the left, and another person in dark clothing stands near the right-side seating area, slightly adjusting their position. The camera remains static throughout the five-second clip, maintaining a wide, eye-level shot of the outdoor restaurant seating area and the surrounding storefronts.

Explanation: The video is highly faithful to the first frame and maintains excellent visual quality throughout. While the cat's motion is slightly floaty and the second person fails to move as requested, the overall execution is very high quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully generates the requested cat movement while maintaining high fidelity to the first frame. However, it fails to animate the second person as requested in the prompt, and the cat's gait has minor artifacts. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video is highly faithful to the first frame and captures the primary action of the cat well. However, it fails to animate the second person as requested in the prompt, and there is minor geometric instability in the cat's legs during the walk. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: The man stands in a gym and rhythmically claps his hands together to distribute chalk dust. He continues this repetitive motion throughout the entire duration of the clip, occasionally shifting his gaze slightly to the right while keeping his torso mostly still. The camera remains in a static, medium shot, maintaining a consistent framing on the subject from the chest up as he focuses on his hands.

Explanation: The video adheres very well to the prompt, maintaining the requested framing and action throughout. The motion is generally fluid, though there is a slight mechanical jitter in the hands that prevents a perfect score. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested repetitive action. While there is a slight jitter in the hand motion, the overall temporal consistency and visual quality are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested action. The motion is consistent and the camera remains static as required, with only minor, negligible artifacts in the particle simulation. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: A tabby kitten in the foreground quickly trots from right to left, passing in front of a stationary black cat. As the kitten moves, its body creates a brief motion blur across the frame. The camera remains completely static throughout the entire five-second duration, maintaining a fixed, eye-level medium shot of the group of cats gathered on a concrete patio. The other cats in the background remain largely still, observing the movement while the black cat stays focused forward.

Explanation: While the background and camera composition are well-maintained, the core requirement of the prompt—a tabby kitten trotting across the frame—is failed completely. The generated motion is a non-physical, morphing smear that lacks the anatomical integrity of a cat, resulting in a poor overall experience. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":40,"camera_composition":80}

Explanation: While the initial frame is perfect, the model fails to execute the requested motion. The kitten does not 'trot' but rather slides across the foreground with significant visual distortion and morphing, failing to adhere to the core action of the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":50}

Explanation: While the video maintains the static camera and initial composition, the motion generation is a complete failure. The foreground kitten suffers from extreme geometric distortion and morphing artifacts, failing to execute the requested movement, and the background elements suffer from significant temporal instability. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}


Prompt: A thick, white ocean wave crests and surges forward from the left side of the frame toward the right, gradually consuming the dark, swirling water in its path. The turbulent foam expands and intensifies, filling the frame with chaotic, churning motion as the wave advances. The camera remains in a static, top-down aerial position, maintaining a consistent, fixed framing of the sea surface throughout the entire sequence.

Explanation: The video demonstrates high-quality motion synthesis that perfectly aligns with the provided first frame and prompt. The wave movement is natural and maintains temporal stability, with only minor degradation in texture detail during the most intense motion. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, perfectly matching the first frame and effectively executing the requested motion of a wave cresting and moving across the frame. The temporal consistency is strong, and the visual quality of the water and foam is convincing. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, perfectly maintaining the first frame and executing the requested wave motion with great realism and temporal consistency. The camera remains static as requested, and the overall visual quality is high, with only minor loss of texture detail during the most intense motion. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: The camera performs a steady, continuous forward dolly movement along a stone path in a park. As the camera advances, the yellow and orange autumn leaves on the overhanging tree branches sway gently in the breeze. The perspective shifts forward, gradually revealing more of the path and the surrounding trees while the background remains static. The framing stays centered on the walkway, maintaining a consistent eye-level view throughout the entire five-second duration of the clip.

Explanation: The video successfully executes the requested forward dolly movement while maintaining high fidelity to the conditioning frame. The motion is generally smooth, though there are minor jitters and slight warping in the foliage that prevent a perfect score. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":80}

Explanation: The video successfully maintains the scene's integrity from the first frame and follows the prompt's instructions well. While the motion could be more dynamic to better emphasize the dolly effect, the overall execution is high-quality and stable. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video successfully executes the requested forward dolly movement while maintaining high fidelity to the conditioning frame. The motion is generally fluid, though there is some slight jitter, and the environmental details like the swaying leaves are well-integrated. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over a dense, low-lying blanket of fog that obscures the base of the landscape. As the camera advances, the thick mist shifts and drifts lazily across the scene, partially revealing the rolling hills and the cluster of red farm buildings nestled in the valley. The aerial perspective remains consistent, maintaining a wide, high-angle framing of the rural countryside throughout the entire duration of the shot.

Explanation: While the video maintains excellent fidelity to the first frame and has high visual quality, it fails almost entirely on the motion requirements of the prompt, appearing as a static image with no discernible camera movement or atmospheric animation. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":60}

Explanation: While the video maintains excellent fidelity to the first frame and possesses high visual quality, it fails almost entirely to execute the requested camera motion and atmospheric dynamics, resulting in a static image rather than a video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":60}

Explanation: The generated video fails to execute the requested camera movement and dynamic fog animation, remaining almost entirely static throughout the duration. While the initial frame is highly faithful to the conditioning image, the lack of motion makes it a poor response to the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":20}


Prompt: A row of seagulls perches motionless on a metal railing overlooking a choppy, wind-swept lake. Throughout the five-second duration, the birds remain entirely still while the water in the background ripples and flows continuously. Light snow or sleet falls steadily, drifting across the frame from the upper right toward the lower left. The camera remains in a fixed, static position, maintaining a steady medium shot of the birds lined up along the railing.

Explanation: The video adheres very well to the prompt and maintains high visual quality and composition. The primary drawback is the lack of perfect stillness for the birds, which exhibit minor, distracting micro-movements, and the snow effect is not fully convincing. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":95}

Explanation: The video adheres well to the prompt and maintains high visual quality. The primary drawback is the lack of perfect stillness for the birds, which exhibit minor motion artifacts, and the snow effect could be more fluid. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video adheres well to the prompt and maintains high visual quality and camera stability. The primary drawback is the lack of perfect stillness for the birds, which exhibit minor temporal instability/jitter, and the snowfall effect could be more pronounced. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The camera performs a slow, steady forward dolly movement over a bustling urban street. Below, a continuous stream of traffic, including cars, buses, and motorcycles, flows steadily forward along the road. To the left, a large orange gantry crane remains stationary over a construction site filled with metal beams and tracks. The scene captures a high-angle, wide-shot perspective of a dense city neighborhood, emphasizing the constant, rhythmic movement of vehicles through the narrow, tree-lined corridor.

Explanation: The generated video fails significantly on motion requirements, as it is essentially a static image with no camera movement or traffic flow, despite the prompt explicitly requesting a dolly movement and bustling activity. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: The generated video fails significantly on motion requirements, as it is essentially a static image that does not perform the requested dolly movement or show any traffic flow. While the visual quality and first-frame fidelity are high, the lack of any meaningful temporal progression makes it a poor response to the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: The generated video fails significantly on motion requirements, as it is essentially a static image with no camera movement or object animation, despite the prompt explicitly requesting a dolly movement and bustling traffic. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}


Prompt: A small dark insect crawls slowly across the surface of a yellow lantana flower cluster, moving from the center toward the right edge. The rest of the plant remains completely still, with no other movement or wind affecting the leaves or blooms. The camera is static and fixed in a tight, top-down framing of the dense foliage. This is a close-up shot of a vibrant lantana shrub, capturing the subtle, singular movement of the insect against the static garden background.

Explanation: While the first frame is accurate, the video fails completely to animate the subject as requested in the prompt. The lack of motion combined with significant temporal flickering makes the generation poor. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":50}

Explanation: While the video maintains the initial composition and framing, it completely fails to animate the subject as requested in the prompt. The insect remains frozen, and the video suffers from noticeable flickering and lack of coherent motion. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":80}

Explanation: While the model successfully maintains the initial composition and visual style of the conditioning frame, it completely fails to animate the subject as requested. The insect is static, and the overall video suffers from noticeable flickering and lack of temporal coherence. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":60}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over a rural hillside landscape. As the camera advances, the perspective shifts to reveal more of the valley floor and the surrounding orchards. The scene features a quiet, sprawling countryside with scattered houses, dirt paths, and terraced fields nestled against a backdrop of rolling, hazy mountains. The motion is smooth and continuous, maintaining a consistent altitude while gradually closing the distance toward the structures below.

Explanation: The video maintains high fidelity to the conditioning frame and exhibits good visual quality, but the requested 'forward dolly' movement is too minimal to be clearly perceived as a deliberate camera action. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully executes the requested camera movement while maintaining high fidelity to the conditioning frame. There is some minor temporal instability in the fine details, but the overall composition and adherence to the prompt are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":80,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and captures the rural landscape well. However, the requested 'forward dolly' movement is too subtle to be clearly perceived as a dynamic camera shift, making the motion feel somewhat stagnant. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}


Prompt: The ocean waves roll steadily toward the shore, moving from the top right toward the bottom left of the frame. The white foam of the breaking waves shifts and dissipates as the water flows forward in a continuous, rhythmic motion. The camera remains in a fixed, top-down aerial position, maintaining a static framing of the turquoise sea surface throughout the entire five-second duration.

Explanation: While the model successfully maintains the initial composition and visual style, it fails completely to generate the requested motion of the ocean waves, resulting in a near-static image with minor, distracting artifacts. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":60}

Explanation: While the model successfully maintained the first frame and camera position, it failed to generate any meaningful motion, resulting in a video that is effectively a static image rather than a dynamic scene of ocean waves. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}

Explanation: While the model successfully maintained the first frame and the static camera position, it failed to generate any meaningful motion, resulting in a video that is effectively a still image rather than a dynamic scene of rolling waves. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}


Prompt: The camera moves forward through a stone-arched walkway, maintaining a steady, smooth pace along the paved path. As the camera advances, it tilts slightly upward, revealing more of the bright blue sky and the sun emerging from behind the buildings on the right. The framing remains consistent, centered on the archway that leads toward a canal and distant city buildings. The scene depicts a quiet, sunlit passage in a historic urban setting.

Explanation: The video maintains high fidelity to the first frame and exhibits good visual quality, but the camera movement is quite limited and does not fully execute the requested upward tilt, resulting in a slightly static feel compared to the prompt's requirements. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":70}

Explanation: The video maintains high fidelity to the first frame and exhibits good visual quality. However, it fails to fully execute the specific camera instructions, particularly the upward tilt, resulting in a more static-feeling movement than requested. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":65}

Explanation: The video maintains high visual fidelity and temporal stability, but the camera movement is too static and fails to execute the specific tilt and forward motion requested in the prompt. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":65}


Prompt: A person wearing blue nitrile gloves holds a small, thin test tube, moving it from the right side of the frame toward the center. They carefully align the tube with an empty slot in a circular laboratory centrifuge rack. The person then pushes the tube downward into the slot, securing it firmly in place. The camera remains static throughout the entire sequence, maintaining a close-up, slightly high-angle view of the centrifuge and the hands performing the task.

Explanation: The video demonstrates high fidelity to the first frame and accurately follows the prompt's sequence of actions. While the hand movement is slightly stiff and exhibits minor geometric artifacts during the insertion, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully executes the requested action with high fidelity to the first frame and good visual quality. While there is some minor motion jitter and slight glove deformation during the insertion, the overall execution is highly coherent and follows the prompt's instructions effectively. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the first frame and successfully executes the requested action of placing a test tube into a centrifuge. While the hand movement is slightly stiff and exhibits minor geometric artifacts, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}


Prompt: The camera performs a slow, steady drone-style tilt downward, transitioning from a view focused on the sky and the top of the mountain to reveal the landscape below. As the camera tilts, the dense, low-hanging clouds remain relatively stationary over the forested mountain ridge. The framing shifts to include the winding highway, railway tracks, and riverbank at the base of the mountain, while the clouds continue to obscure the upper slopes of the green, tree-covered mountain.

Explanation: The video successfully executes the requested drone-style tilt, maintaining high fidelity to the first frame while effectively revealing the landscape below. The motion is smooth and the temporal consistency is high, with only minor artifacts in the cloud movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully executes the requested drone-style tilt, maintaining high fidelity to the initial frame while effectively revealing the landscape below. The motion is smooth and the temporal consistency is high, with only minor visual artifacts during the camera movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully executes the requested drone-style tilt, maintaining high fidelity to the first frame while effectively revealing the landscape features mentioned in the prompt. The motion is smooth and the temporal consistency is high, with only minor visual artifacts in the cloud movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: A bartender pours dark red liquid from a glass pitcher into a series of empty glasses arranged on a bar counter. The stream of liquid flows steadily downward, filling the glasses one by one as the pitcher moves slowly from right to left across the frame. The camera remains static throughout the shot, maintaining a close-up, side-angle view of the pouring process. The scene captures a professional bartender preparing multiple drinks in a dimly lit, upscale bar setting.

Explanation: The video maintains high visual quality and perfect fidelity to the first frame. However, the motion of the liquid stream and the pitcher is not entirely smooth, showing noticeable temporal jitter that detracts from the realism of the pouring action. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high visual fidelity to the conditioning frame and effectively captures the requested scene. However, the motion of the liquid stream is not fluid, showing noticeable temporal artifacts and jitter that detract from the realism of the pouring action. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high visual fidelity to the first frame and effectively captures the requested scene. While the motion of the liquid and the pitcher could be smoother, the overall quality is high and the temporal consistency is well-maintained throughout the sequence. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}


Prompt: A hiker wearing a backpack and cap walks steadily away from the camera along a narrow dirt path through a dense forest. The hiker maintains a consistent pace, moving deeper into the woods while using trekking poles for support. The camera follows the subject from behind with a smooth, continuous forward dolly movement, maintaining a stable, eye-level framing throughout the entire five-second duration as the hiker navigates the uneven terrain between the tall, dark tree trunks.

Explanation: The video maintains high fidelity to the first frame and successfully executes the requested dolly movement. While there is some minor jitter in the character's animation, the overall temporal consistency and visual quality are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video demonstrates high-quality generation with excellent fidelity to the first frame and strong adherence to the prompt. While there is some minor jitter in the subject's movement and a slight repetition in the background, the overall visual quality and camera work are very impressive. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested action. While there is some minor jitter in the camera movement and slight foot sliding, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: A person wearing a white judogi walks forward from a dark doorway into a brightly lit gymnasium. The camera performs a steady, smooth dolly-in movement, tracking the subject as they approach the center of the mat. The subject maintains a consistent forward pace, moving away from the camera and deeper into the frame, while the background of the gym remains static and out of focus behind them.

Explanation: The video is highly faithful to the conditioning frame and effectively captures the requested atmosphere and subject. While the camera movement is a bit simplistic and doesn't perfectly replicate a professional dolly-in, the overall visual quality and temporal consistency are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":70}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene. While the camera movement is slightly less fluid than a perfect dolly-in, the overall quality and consistency are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":75}

Explanation: The video successfully captures the requested scene with high fidelity to the first frame and good prompt adherence. While the camera movement and character animation have minor imperfections, the overall visual quality and temporal stability are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":80}


Prompt: A man wearing a face mask walks steadily from the left side of the frame toward the right, passing in front of a small, illuminated carousel. As he moves, the camera performs a slow, smooth pan to the right, tracking his progress while keeping the carousel in the foreground. Other people in the background remain largely stationary or move subtly, while the carousel itself stays completely still throughout the entire duration of the clip.

Explanation: While the video maintains high visual fidelity to the first frame, it fails almost entirely on the motion requirements. The camera does not pan, and the subject does not walk, resulting in a static image with minor background jitter rather than the requested dynamic scene. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":20}

Explanation: While the video maintains the visual style of the first frame, it fails significantly on the motion and camera requirements. The camera does not pan, and the subject does not walk, resulting in a static, lifeless scene that ignores the core action requested in the prompt. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":20}

Explanation: While the video maintains the visual style of the first frame, it fails significantly on the motion requirements. The requested camera pan and the subject's movement are entirely absent, resulting in a static, non-compliant video. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":20}


Prompt: The camera performs a smooth, steady pan to the right, gradually revealing more of the ancient stone amphitheater. Throughout the movement, various tourists walk across the flat performance area in different directions, while others stand still or sit on the tiered stone seating. A person in a black shirt enters the frame from the bottom right corner near the end of the clip. The scene depicts a sunny day at an archaeological site with visitors exploring the historic ruins.

Explanation: The video maintains high fidelity to the initial frame and successfully executes the requested camera pan. However, the motion of the people in the scene is jittery and suffers from temporal inconsistency, and the introduction of the person in the black shirt feels unnatural. | overall_score=72 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":65,"visual_quality":75,"camera_composition":70}

Explanation: The video maintains high fidelity to the conditioning frame and successfully incorporates the requested elements like tourists and the person in the black shirt. However, the motion quality is hampered by noticeable jitter and temporal instability in the stone structures, and the camera movement lacks the requested smoothness. | overall_score=72 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":65,"temporal_consistency":60,"visual_quality":75,"camera_composition":70}

Explanation: The video maintains high fidelity to the first frame and successfully executes the requested camera pan. However, it suffers from noticeable temporal flickering of the people in the scene and a lack of fluid, natural motion for the character entering the frame. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":70}


Prompt: The camera performs a slow, steady, and continuous forward dolly movement, gradually closing the distance toward the stone fortress. The perspective shifts slightly as the frame pushes inward, emphasizing the scale of the castle walls and the surrounding arid landscape. There is no other motion in the scene, as the castle remains static and the environment is still. This aerial shot captures the imposing stone castle situated on a dry, elevated plateau under a clear, bright sky.

Explanation: The video is visually high-quality and perfectly preserves the first frame, but the requested camera movement is too minimal to be clearly perceived as a 'dolly' shot, resulting in a slightly static feel. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual quality and excellent fidelity to the first frame. However, the requested camera movement is very weak, making the dolly effect barely noticeable, which limits the overall score for motion and composition. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: The video does a great job of maintaining the first frame's visual identity and adhering to the prompt's constraints regarding static elements. However, the camera motion is slightly stuttered and could be more fluid to better match the 'slow, steady' requirement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}


Prompt: Water cascades continuously down a small, rocky cliff face into a dark pool below, creating a constant spray and white foam at the base. The camera remains static throughout the shot, maintaining a fixed, medium-distance framing of the scene. Lush green ferns and foliage frame the waterfall on both sides, remaining perfectly still as the water flows steadily downward in a natural, rhythmic motion within the quiet, shaded forest setting.

Explanation: The video is a high-quality generation that adheres strictly to the prompt and maintains perfect fidelity to the first frame. While the water motion is slightly repetitive, it is visually convincing and maintains good temporal consistency throughout the sequence. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video is a high-quality generation that adheres strictly to the prompt and maintains perfect fidelity to the conditioning frame. The motion of the waterfall is fluid and realistic, with no noticeable temporal artifacts or flickering. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video is highly faithful to the conditioning frame and effectively captures the requested scene. While the water motion is slightly mechanical and lacks perfect fluid realism, the overall quality is very high and adheres well to all constraints. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}


Prompt: A wave crests and breaks as it moves forward toward the shore, washing over dark rocks in the foreground. The water surges and recedes, creating a continuous cycle of white foam that bubbles and dissipates around the stationary stones. The camera remains static in a low-angle, close-up shot, capturing the rhythmic motion of the ocean tide against the rocky coastline. The scene depicts the natural, repetitive movement of sea waves crashing onto a beach.

Explanation: The video demonstrates high visual fidelity and successfully maintains the composition and subject matter defined in the conditioning frame. The motion of the waves is realistic and consistent, though there is a slight acceleration in the wave's movement toward the end of the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high visual fidelity and successfully maintains the composition and subject matter defined in the first frame. The motion of the waves is natural and consistent, with only minor temporal artifacts in the foam rendering. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality motion synthesis that adheres closely to the prompt and maintains strong fidelity to the conditioning frame. While there are minor temporal artifacts in the foam's movement, the overall visual quality and physical realism are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}


Prompt: The vibrant pink rose remains completely static throughout the entire duration of the clip. There is no movement of the petals, no shifting of the water droplets, and no change in the composition. The camera is fixed in a static, locked-off position, maintaining a consistent framing of the flower against a dark, out-of-focus background. The scene is entirely still, with no temporal progression or motion occurring within the frame from start to finish.

Explanation: The video successfully maintains a static scene as requested, with only the most minimal, negligible micro-movements in the water droplets. It adheres perfectly to the conditioning frame and the prompt's requirement for a locked-off, still composition. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":95,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}

Explanation: The video successfully maintains a static scene as requested, with only the most minor, negligible micro-movements in the water droplets that are barely noticeable. It adheres perfectly to the conditioning frame and the prompt's requirement for a locked-off, still composition. | overall_score=95 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":95,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}


Prompt: The camera performs a smooth, continuous forward dolly movement over a vast, dense coniferous forest. As the perspective advances, the trees in the foreground gradually shift downward and out of the frame while the distant, snow-capped mountain range remains fixed in the background. The motion maintains a steady, linear pace throughout the entire five-second duration, creating a sense of gliding flight over the expansive, evergreen landscape under a clear blue sky.

Explanation: The video is a high-quality generation that adheres well to the prompt, showing a smooth forward movement over a forest. While the camera motion is slightly less dynamic than requested, the overall visual fidelity and temporal stability are very impressive. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video is a high-quality generation that adheres well to the prompt, featuring a stable and consistent environment. While the camera movement is slightly less fluid than ideal, the overall execution is very strong and visually impressive. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video successfully executes the requested forward dolly movement while maintaining high visual fidelity and temporal stability. The minor issues with motion smoothness prevent a perfect score, but it is a very high-quality generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}


Prompt: The camera performs a slow, steady dolly-in movement toward the valley, maintaining a fixed framing of the scene. Throughout the five-second duration, thin wisps of low-hanging fog drift slowly across the green landscape in the distance, moving from left to right. The foreground remains completely still, featuring a yellow wooden bench positioned on a rocky overlook with a small stone fire pit nearby, set against a backdrop of rolling hills and a cloudy, overcast sky.

Explanation: The video maintains high visual fidelity to the conditioning frame, but the requested motion (dolly-in and fog drift) is too subtle to be clearly perceived, resulting in a static-feeling video that only partially fulfills the prompt's dynamic requirements. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":80,"visual_quality":85,"camera_composition":55}

Explanation: The video is visually stunning and maintains high fidelity to the first frame, but it fails to execute the requested camera movement and atmospheric motion with enough intensity to be clearly perceived. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":70}

Explanation: The video is visually high-quality and perfectly matches the first frame, but it fails to execute the requested camera movement and atmospheric motion with sufficient intensity. The dolly-in is barely perceptible, and the fog movement is too subtle to clearly follow the prompt's direction. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":70}


Prompt: The scuba diver swims steadily forward through the water, maintaining a consistent depth while their fins kick rhythmically to propel them. A continuous stream of air bubbles rises vertically from the diver toward the surface. The camera remains static, capturing the diver moving from the left side of the frame toward the center, passing alongside a large, textured coral reef formation that occupies the right side of the scene.

Explanation: The video is visually impressive and maintains high fidelity to the first frame. However, it fails to strictly adhere to the 'static camera' instruction, as there is a noticeable zoom-in effect, and the diver's swimming motion lacks the requested rhythmic propulsion. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and captures the core elements of the prompt well. However, the motion of the diver and the bubble stream lacks the fluid, realistic physics expected, resulting in a slightly artificial appearance. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and captures the core elements of the prompt well. However, the motion of the diver lacks the intended forward momentum, and there is minor temporal instability in the bubble stream. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":80}


Prompt: The agricultural drone hovers in a fixed position, its rotors spinning rapidly as it continuously sprays a fine mist downward toward the ground. The camera remains completely static, maintaining a steady, centered framing of the drone against the distant, overcast mountain range. Throughout the five-second duration, the drone maintains a stable altitude and position, with no lateral or vertical movement, while the mist dissipates into the air below.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested action of the drone hovering and spraying. There is very slight temporal instability in the mist's movement, but it is minor and does not detract significantly from the overall quality. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested action of the drone hovering and spraying. There is very slight temporal instability in the mist's movement, but it is minor and does not detract significantly from the overall quality. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video successfully maintains a static camera and a stable drone position as requested. The visual quality is high, with only minor temporal inconsistencies in the mist rendering and slight structural jitter on the drone. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":90,"camera_composition":95}


Prompt: The camera performs a slow, steady, and continuous forward dolly movement, gradually pushing into the urban landscape. As the perspective shifts, the dense cluster of skyscrapers remains fixed in the frame, while the foreground highway and construction site appear to expand slightly in scale. This smooth, cinematic forward motion maintains a consistent eye-level perspective, capturing the sprawling metropolitan skyline of Kuala Lumpur as the viewer draws closer to the central buildings.

Explanation: The video successfully executes the requested forward dolly movement while maintaining high fidelity to the initial frame. There is some minor temporal instability in the textures, but the overall cinematic quality and adherence to the prompt are strong. | 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 successfully executes the requested forward dolly movement while maintaining high fidelity to the conditioning frame. There is some minor temporal instability in the foreground, but the overall motion and composition are well-aligned with the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}