Prompt: The camera performs a slow, steady forward dolly movement, gliding over the landscape toward the horizon. As the camera advances, the perspective shifts slightly, revealing more of the dense, snow-covered pine forest below. The motion is smooth and continuous throughout the entire duration, maintaining a consistent altitude and orientation. This aerial shot captures a vast, tranquil winter forest blanketed in snow under a bright, hazy sky, emphasizing the expansive scale of the woodland as the viewpoint gradually pushes forward.

Explanation: While the first frame is perfectly preserved and the visual quality is high, the video fails entirely to execute the requested camera motion, remaining a static image throughout the duration. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":40,"camera_composition":20}

Explanation: While the video maintains high visual quality and perfect fidelity to the first frame, it fails significantly on the motion requirements. The prompt explicitly asks for a slow, steady forward dolly movement, but the generated video is almost entirely static, showing no meaningful camera progression. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":20}

Explanation: While the video maintains the visual style and content of the first frame perfectly, it fails almost entirely to execute the requested camera motion, resulting in a near-static image that does not adhere to the dynamic prompt requirements. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":20}


Prompt: The subject performs a fluid, rhythmic dance sequence, starting with her hands moving in front of her chest before transitioning into a series of sweeping arm gestures that arc above her head and across her torso. She maintains a steady, focused gaze while her body sways slightly to the beat. The camera remains static in a medium close-up shot, capturing the subject centered against a crowd of onlookers in an outdoor setting at night.

Explanation: The video successfully executes the requested dance sequence with fluid motion and high fidelity to the initial frame. While there are minor temporal artifacts in the background and slight loss of hand detail during the arc, the overall quality is high and adheres well to the prompt's instructions. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":75,"camera_composition":85}

Explanation: The video successfully executes the requested dance movements with high fidelity to the initial frame. While there are minor temporal inconsistencies in the background and slight facial jitter, the overall motion quality and adherence to the prompt are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}

Explanation: The video demonstrates strong fidelity to the first frame and successfully captures the requested dance sequence. However, it suffers from noticeable hand geometry artifacts and minor temporal instability in the background, which detract from the overall visual quality. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":85}


Prompt: The dense, dark storm clouds shift and churn continuously, drifting slowly toward the upper right of the frame. A single bird flies steadily from the bottom left toward the center, disappearing behind the cloud mass. The camera remains completely static throughout the entire duration, maintaining a fixed, wide-angle view of the overcast sky. The scene captures a heavy, turbulent cloudscape as the primary subject, emphasizing the fluid, rolling motion of the atmosphere against a stationary perspective.

Explanation: The video adheres well to the prompt, maintaining a static camera and successfully integrating the bird's movement into the scene. While the cloud motion is a bit understated, the overall visual quality and temporal consistency are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully maintains a static camera and captures the requested atmospheric motion. The bird's movement is generally consistent with the prompt, though the animation quality of the bird itself is slightly stiff. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video adheres well to the prompt, maintaining a static camera and correctly animating the bird's trajectory. While the cloud motion is a bit understated, the overall visual quality and temporal consistency are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: A hand enters the frame from the left and places a pen down onto the white desk surface near the bottom edge of the paper. The hand then retracts out of the frame to the left. The camera remains static throughout the entire clip, maintaining a fixed, high-angle shot of a printed bar chart on a desk with a coffee mug and a small potted plant in the background.

Explanation: The video adheres well to the prompt and maintains high visual fidelity to the conditioning frame. However, the entry of the hand is unnatural and abrupt, and the motion of placing the pen lacks the fluidity expected in a high-quality generation. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}

Explanation: The video adheres well to the prompt and maintains high visual fidelity to the conditioning frame. The primary weakness is the unnatural, slightly jarring entry of the hand and the somewhat stiff motion of the pen placement, though the overall scene remains stable. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}

Explanation: The video successfully executes the requested action of a hand placing a pen on the desk, maintaining high fidelity to the conditioning frame and static camera requirements. The motion is functional but lacks fluidity, and the interaction between the hand and the pen could be more realistic. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: The man holds a document in his left hand, slowly lowering it from a raised position to a more comfortable viewing level while the woman beside him keeps her hand resting on the child she is holding. The camera remains static throughout the scene, maintaining a medium shot of the family and the professional. The group stands together in a bright, modern room, focused on reviewing the paperwork presented by the woman on the right.

Explanation: The video successfully executes the requested motion of the man lowering the document while maintaining the static camera and the woman's pose. While there is minor artifacting in the child's hand movement, the overall temporal consistency and fidelity to the conditioning frame are very high. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully executes the requested motion of the man lowering the document while maintaining the static composition. While there is some minor artifacting in the child's hand movement, the overall temporal consistency and fidelity to the conditioning frame are high. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully executes the requested action of lowering the document while maintaining the static camera and character positions. However, the motion of the child's hand is slightly unnatural, and the document's movement could be smoother to achieve a higher score. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: The bird on the right repeatedly pecks downward at the fruit, then pauses to look around while tilting its head. After a few seconds, the bird on the left suddenly flies across the frame to the center, landing on the fruit to begin feeding. The camera remains static throughout the entire sequence, maintaining a medium close-up shot of the two birds perched on a piece of fruit wrapped in plastic.

Explanation: The video maintains the static camera and high visual fidelity of the first frame well. However, it fails to depict the requested flight motion of the second bird, instead using a morphing transition to place it in the center. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully maintains the static camera and the initial state of the scene. While the second bird's arrival lacks a smooth flight animation, the overall visual quality and adherence to the prompt's specific sequence of events are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high visual fidelity to the first frame and adheres well to the static camera requirement. However, the motion of the second bird is unnatural, appearing to 'pop' into the frame rather than executing a realistic flight path, which detracts from the overall temporal consistency. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}


Prompt: The apple blossoms and surrounding green leaves sway gently and rhythmically, driven by a light breeze that causes the entire branch to shift slightly back and forth. The camera remains static throughout the five-second duration, maintaining a close-up, fixed framing on the central cluster of flowers. This scene captures a delicate, natural movement of a blooming apple tree branch against a soft-focus outdoor background, emphasizing the subtle, fluid motion of the petals and foliage in the wind.

Explanation: The video is highly faithful to the conditioning frame and adheres well to the prompt's requirements for a static camera and natural subject matter. The motion is present and fluid, though it could be slightly more dynamic to fully capture the 'swaying' effect. | 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 is highly faithful to the first frame and maintains excellent visual quality throughout. While the motion is present and natural, it is a bit more restrained than the 'swaying' and 'shifting' described in the prompt, though it remains a very high-quality generation. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video is highly faithful to the first frame and maintains excellent visual quality throughout. While the motion is present and fluid, it is a bit too subtle and lacks the distinct 'back and forth' rhythmic swaying requested in the prompt, feeling more like a gentle, uniform drift. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}


Prompt: The woman slowly folds her torso forward, lowering her head toward her extended legs while keeping her feet gripped with both hands. Simultaneously, the man remains kneeling beside her, gently resting his left hand on her upper back to provide support while holding a red smartphone in his right hand. The camera remains static throughout the shot, maintaining a medium framing of the two individuals as they interact in a grassy park setting with a bridge in the background.

Explanation: The video is highly faithful to the conditioning frame and maintains excellent visual quality, but the motion is quite minimal and lacks the fluidity required to fully represent the requested action. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is highly faithful to the conditioning frame and accurately depicts the scene described, though the motion is quite minimal and lacks the fluidity of a natural human movement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates strong adherence to the prompt and maintains high visual quality throughout. While the motion is slightly mechanical and lacks perfect fluidity, the overall execution is highly successful in capturing the requested scene. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The viscous yellow and orange liquid slowly swirls and churns in a clockwise motion, causing the suspended opaque spheres to drift and rotate gradually toward the left side of the frame. The fluid surface ripples subtly as the mixture shifts, creating a continuous, fluid transformation of the internal patterns. The camera remains completely static throughout the entire duration, maintaining a fixed, top-down macro perspective of the swirling, colorful chemical reaction.

Explanation: The video is a high-quality, stable generation that adheres well to the prompt's description of a chemical reaction. While the motion is slightly understated, the overall execution is very professional and visually coherent. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}

Explanation: The video is a high-quality, stable generation that adheres well to the prompt's requirements for a static camera and specific fluid motion. While the motion is slightly understated, the overall visual fidelity and temporal consistency are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video is a high-quality, stable generation that adheres well to the prompt's visual requirements and maintains perfect camera composition. While the motion is slightly understated compared to the descriptive intensity of the prompt, the overall execution is very strong and temporally consistent. | 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: The camera performs a slow, smooth, and continuous dolly-in movement toward the urban landscape. As the perspective shifts forward, the clouds drift steadily across the blue sky, moving from the upper left toward the right of the frame. The scene remains otherwise static, capturing a high-angle view of a dense city skyline nestled against a backdrop of distant, rolling mountains. The framing remains consistent throughout the duration of the shot, maintaining the focus on the architectural cluster.

Explanation: The video successfully performs a dolly-in movement while maintaining high fidelity to the first frame. While there is some minor jitter and temporal instability in the clouds, the overall quality is high and adheres well to the prompt's requirements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":80}

Explanation: The video successfully executes the requested dolly-in movement while maintaining high fidelity to the conditioning frame. The motion of the clouds is natural, and the overall visual quality is high, though the camera movement could be slightly more distinct. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video successfully executes the requested dolly-in movement while maintaining high fidelity to the conditioning frame. The cloud motion is natural, and the overall visual quality is high, though the camera movement could be slightly more fluid to reach perfection. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: The ocean waves roll steadily toward the shore, breaking into white foam along the beach in a continuous, rhythmic motion. The dark, heavy clouds above remain largely stationary, showing minimal shifting across the sky. The camera is static, maintaining a wide, fixed framing of the horizon and the turbulent sea. This scene captures a vast, overcast seascape where the primary movement is the relentless, repetitive crashing of waves against the coastline.

Explanation: The video successfully maintains the static camera and the atmospheric conditions described in the prompt. While the wave motion is slightly mechanical, it is consistent and visually coherent throughout the duration. | 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 a high level of fidelity to the first frame and successfully executes the requested static camera shot. While there is some minor temporal flickering in the foam, the overall motion is rhythmic and aligns well with the prompt's description of the seascape. | 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 demonstrates high fidelity to the conditioning frame and effectively captures the requested atmospheric conditions and wave motion. The temporal consistency is strong, with smooth, natural movement of the water against a static, overcast sky. | 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: The camera performs a slow, smooth forward dolly movement, gradually approaching the stone manor house. As the camera advances, the perspective shifts slightly, revealing more detail of the building's facade and the surrounding grounds. The motion is steady and continuous throughout the entire five-second duration, maintaining a consistent high-angle perspective. The scene features a historic stone manor house with a paved driveway and a grassy lawn area with outdoor seating, captured from an elevated aerial vantage point.

Explanation: While the visual quality and fidelity to the first frame are excellent, the model failed to execute the primary instruction of a 'slow, smooth forward dolly movement,' resulting in a nearly static video that does not meet the prompt's motion requirements. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":40,"visual_quality":70,"camera_composition":30}

Explanation: While the video maintains excellent fidelity to the conditioning frame and possesses high visual quality, it completely fails to execute the requested camera motion, resulting in a static image rather than the specified dolly movement. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":40,"visual_quality":60,"camera_composition":20}

Explanation: While the video maintains excellent fidelity to the first frame and high visual quality, it completely fails to execute the requested camera motion, 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":40,"visual_quality":60,"camera_composition":20}


Prompt: The camera performs a slow, steady pan to the right, revealing more of the expansive mountain valley. Throughout the five-second duration, white clouds drift slowly across the blue sky, shifting their positions relative to the jagged, rocky peaks. The foreground remains fixed, showcasing dry, golden grasses on a high-altitude ridge overlooking a vast, sunlit alpine landscape with winding dirt paths and distant green slopes. The motion is consistent, emphasizing the scale and tranquility of the mountain vista.

Explanation: The video maintains high fidelity to the first frame and demonstrates strong visual quality. The motion is consistent and adheres to the prompt, although the panning effect is quite subtle. | 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 fidelity to the first frame and demonstrates strong visual quality. The motion is consistent and adheres to the prompt, though the panning effect is quite subtle. | 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 stunning and maintains perfect fidelity to the first frame. While the camera movement is technically present, it is very slow and could be more pronounced to better match the 'slow, steady pan' instruction. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}


Prompt: A hand enters from the top right to gently lift a small glass of tea from its saucer, moving it upward and out of the frame within the first half-second. A small bee flies slowly from the left foreground toward the right, passing behind the glass and continuing across the scene. The camera remains completely static throughout the shot, maintaining a fixed, close-up framing of a tea glass set against a distant, rocky landscape with ancient cave dwellings.


Prompt: A small work boat moves steadily from left to right across the frame, cutting through a thick, frozen river surface covered in broken ice chunks. The boat maintains a constant speed and horizontal trajectory, leaving a visible wake behind it as it pushes through the ice. The camera remains completely static throughout the entire duration, maintaining a wide, fixed framing of the boat against the industrial riverbank and the clear, blue sky.

Explanation: While the model successfully maintains the static camera and initial composition, it fails completely to animate the boat's movement or the interaction with the ice, resulting in a static image with minor, incoherent flickering rather than a video of a boat moving. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":15,"visual_quality":30,"camera_composition":80}

Explanation: While the model successfully maintains the static camera and the initial scene composition, it fails significantly on the primary motion prompt. The boat does not travel across the river, and the ice texture suffers from intense, distracting temporal flickering. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":80}

Explanation: While the model successfully maintains the static camera and the initial composition, it fails completely to animate the boat's movement or the interaction with the ice, resulting in a static, flickering image rather than a video of a boat cutting through ice. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":15,"visual_quality":30,"camera_composition":80}


Prompt: The camera performs a slow, steady forward dolly movement toward the rocky coastline. Below, white ocean waves continuously crash against the dark volcanic cliffs, creating rhythmic foam patterns that dissipate into the turquoise water. The sea surface remains in constant, gentle motion throughout the shot. The scene features a small cluster of white buildings nestled into a large, dark cave opening at the base of a steep, rugged mountain promontory.

Explanation: The video maintains high fidelity to the conditioning frame and captures the scene's atmosphere well, but the requested camera movement is almost imperceptible, and the water motion lacks the expected fluidity and energy. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and captures the scene's elements well, but the requested camera movement is too minimal to be clearly perceived as a dolly shot, and the water motion lacks the expected fluidity. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: The water in the river flows steadily from left to right across the frame, creating gentle ripples and surface movement. In the foreground, the leaves of a tree branch sway rhythmically, shifting slightly back and forth due to a light breeze. The camera remains completely static throughout the entire duration of the clip, maintaining a fixed, wide-angle perspective of the riverbank. The scene captures a tranquil, sunlit forest stream with a dense backdrop of green trees.

Explanation: The video is highly faithful to the first frame and maintains a stable, high-quality visual representation of the scene. While the motion is technically present, it is quite subdued and could be more expressive to fully capture the 'steady flow' and 'rhythmic swaying' requested in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is highly faithful to the first frame and maintains a static camera throughout. While the motion is present, it is quite subtle and could be more pronounced to better match the prompt's description of flowing water and swaying leaves. | 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 is highly faithful to the conditioning frame and maintains a static camera throughout. While the motion is technically present, it is quite subtle and could be more pronounced to better reflect the 'steady flow' and 'rhythmic swaying' described in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A red squirrel sits atop a wooden bird feeder attached to a tree, rhythmically chewing a nut held in its front paws. The squirrel maintains a steady, repetitive jaw motion throughout the clip while its head remains mostly still. Toward the end, the squirrel pauses its chewing, briefly shifts its gaze to the left, and slightly adjusts its posture. The camera remains in a fixed, static position, maintaining a consistent medium shot of the squirrel and the feeder.

Explanation: The video follows the prompt instructions very well, maintaining the static camera and successfully transitioning from a rhythmic chewing motion to a pause and gaze shift. The visual quality is high, and the first frame is perfectly preserved. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the specific sequence of actions requested in the prompt. The motion is fluid and natural, with only minor, negligible artifacts in the fur texture during the transition. | 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 follows the prompt's instructions, including the specific sequence of actions. The visual quality is high, and the temporal consistency is maintained throughout the clip, with only minor motion artifacts. | 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: The robin stands still at the water edge before suddenly turning its body to the left. It then hops forward and to the left, moving across the muddy bank toward the left side of the frame. The bird pauses briefly, then continues to hop and walk further left until it exits the frame. The camera remains static throughout the entire sequence, maintaining a fixed, eye-level framing of the robin by the pond.

Explanation: The video successfully executes the requested sequence of actions, including the turn, the pause, and the exit from the frame. While there is some minor morphing during the bird's movement, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video follows the prompt's instructions very well, maintaining the static camera and executing the requested movement sequence. While there is some minor morphing during the bird's initial hop, the overall visual quality and temporal consistency are high. | 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 follows the prompt's instructions very well, with the bird performing the requested actions in the correct order. There are minor motion artifacts during the bird's initial turn and hop, but the overall visual quality and temporal consistency remain high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The thick, low-lying cloud layer drifts slowly and continuously from left to right across the frame, partially obscuring the distant mountain range. The camera remains completely static, maintaining a wide, elevated perspective over the landscape. The scene features a dense forest of frost-covered trees in the foreground, which remain perfectly still throughout the entire duration of the clip, contrasting with the steady, fluid motion of the clouds rolling through the valley below.

Explanation: The video adheres perfectly to the prompt, maintaining a static camera and a consistent, realistic movement of the cloud layer while keeping the foreground trees perfectly still. The visual quality is high and the temporal consistency is excellent throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}

Explanation: The video is highly successful in generating the requested motion while maintaining the integrity of the first frame. The cloud movement is fluid and natural, and the foreground trees remain perfectly static as requested, with only minor, barely noticeable temporal flickering in the clouds. | 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 demonstrates high-quality generation, perfectly maintaining the first frame and effectively separating the static foreground from the dynamic cloud layer. The motion is smooth and consistent with the prompt, with only minor, negligible artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}


Prompt: The skateboarder in the foreground rolls forward, then performs a kickflip, causing the board to rotate beneath his feet before he lands cleanly and continues rolling. Throughout the sequence, the camera remains static at a low angle, capturing the skater from behind as he moves away from the lens. A second skater in the background remains stationary on his board, watching the maneuver unfold in the paved plaza in front of a modern, curved building.

Explanation: The video successfully captures the requested action and maintains high fidelity to the first frame. However, the motion of the skateboard and the skater's legs during the trick suffers from noticeable AI-generated morphing artifacts, which detract from the overall realism. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully captures the requested action and maintains the specified camera angle and background composition. While the motion of the skateboarder's legs and the board itself suffers from some AI-typical morphing artifacts during the trick, the overall temporal consistency and visual fidelity are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully captures the requested action and maintains high fidelity to the first frame and camera composition. However, the technical execution of the skateboard's rotation suffers from noticeable geometry artifacts and a lack of realistic contact between the skater's feet and the board. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: A person wearing a blue patterned sweater holds a champagne flute steady in the foreground. From the right side of the frame, another person wearing a matching sweater slowly extends their hand toward the center. The second person reaches out with their fingers to gently grasp the stem of the flute, initiating a toast. The camera remains static throughout the entire sequence, maintaining a medium close-up shot of the two people interacting at a festive holiday table.

Explanation: The video successfully executes the requested action with high visual fidelity and strong adherence to the prompt. While there is a minor artifact in the hand's interaction with the glass, the overall temporal consistency and composition 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-quality generation with strong adherence to the prompt and the conditioning frame. The motion is fluid and purposeful, though there is a slight lack of natural anatomical fluidity in the hand's interaction with the glass. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"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 consistent visual quality. While there is a slight lack of fluidity in the hand's grasping motion, the overall temporal consistency and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}


Prompt: The camera performs a smooth, continuous forward dolly movement, gradually closing the distance toward the rocky, pine-covered peninsula. As the camera advances, the perspective shifts to reveal more detail on the landmass while the surrounding deep blue water remains calm and still. The framing maintains a high-angle aerial view throughout the entire five-second duration, focusing on the forested headland and the small buildings nestled among the trees as the scene slowly expands in the frame.

Explanation: The video maintains high visual fidelity to the conditioning frame and exhibits good temporal stability. However, the requested forward dolly 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":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity and stability, but the requested 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":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity and stability, but the camera movement is quite sluggish and lacks the dynamic expansion requested in the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}


Prompt: A man with his hands pressed against his temples opens his eyes wide from a closed position, then maintains a steady, distressed gaze while his mouth slightly parts. The camera remains static in a tight close-up framing throughout the duration of the clip. The subject, positioned against a backdrop of glowing green digital data interfaces, holds his head still while his facial expression shifts from pained concentration to a look of intense, wide-eyed alarm.

Explanation: The video successfully captures the requested emotional transition from concentration to alarm while maintaining high visual fidelity to the conditioning frame. The motion is fluid and the camera remains static as requested, with only minor, negligible artifacts in the background digital elements. | 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 successfully captures the requested facial transformation and maintains high fidelity to the conditioning frame. The motion is generally smooth, though there is some minor instability in the background digital elements. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":95}

Explanation: The video successfully captures the requested emotional transition from concentration to alarm while maintaining high visual fidelity to the conditioning frame. The motion is fluid and the camera remains static as requested, with only minor, negligible artifacts in the background elements. | 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: The flames of the campfire flicker and dance rapidly, shifting shape and intensity while sending a continuous stream of glowing embers drifting upward into the dark night sky. The fire remains the central focus, with the surrounding wood structure settling slightly as it burns. The camera remains completely static throughout the entire duration, maintaining a fixed, medium-shot framing of the bonfire against the pitch-black background.

Explanation: The video maintains a very high level of fidelity to the first frame and adheres well to the prompt's requirements for a static camera and campfire subject. While the motion of the flames and embers is generally good, there is a slight lack of organic fluidity in the animation, which prevents a perfect score. | 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 maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static camera and a central bonfire. While there is some minor flickering and slightly repetitive motion in the embers, the overall visual quality and temporal stability are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static camera and a central bonfire. While there is some minor flickering and slightly repetitive motion in the embers, the overall visual quality is high and the temporal consistency is stable. | 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: The camera performs a slow, steady tilt downward, transitioning from a focus on the foreground pile of dried fish to reveal more of the surrounding market setting. The framing remains relatively tight throughout the movement, maintaining a consistent perspective on the burlap sacks filled with various types of dried seafood. This sequence captures a simple, controlled vertical scan of the merchandise, emphasizing the depth and arrangement of the products within the market environment.

Explanation: While the video starts with high fidelity to the first frame, it fails to maintain the identity of the objects during the camera movement, resulting in a morphing effect rather than a realistic tilt. The temporal consistency is poor as the fish in the foreground change shape and type mid-sequence. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":60,"temporal_consistency":50,"visual_quality":70,"camera_composition":60}

Explanation: While the video begins with high fidelity to the first frame, it fails significantly on prompt adherence and temporal consistency. The subject matter undergoes a complete transformation (from small dried fish to larger, different-looking fish) during the camera movement, which is also not smooth or steady as requested. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":60,"camera_composition":20}

Explanation: While the video starts with high fidelity to the conditioning frame, it fails significantly in maintaining the identity of the objects during the camera movement, resulting in a morphing effect that contradicts the prompt's requirement for a steady scan of the merchandise. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":60,"camera_composition":20}


Prompt: The fishmonger stands at a market stall, rhythmically sorting through a large pile of small fish with his right hand, picking them up and placing them back down in a continuous motion. In the background, people walk past the stall, moving slowly from left to right. The camera remains static throughout the entire clip, maintaining a medium shot of the vendor and his display. The scene captures a busy, dimly lit fish market with a focus on the vendor's repetitive manual labor.

Explanation: While the video maintains the static camera and initial scene setup perfectly, it fails significantly on the requested motion. The vendor's hand movement is jittery and lacks the fluid, rhythmic quality described, and the background characters are entirely frozen, violating the prompt's requirement for movement. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":60,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":90}

Explanation: While the video maintains the initial frame and camera angle well, it fails significantly on the motion requirements. The vendor's hand movement is jerky and unrealistic, and the background activity is entirely absent, violating the prompt's core dynamic requirements. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":90}

Explanation: While the video successfully maintains the static camera and initial visual composition, it fails significantly on motion quality and prompt adherence regarding the background activity. The vendor's hand movement is jerky and lacks the fluid, rhythmic quality described, and the background characters remain frozen, violating the prompt's requirement for movement. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":60}


Prompt: The cows graze across the grassy hillside, slowly moving their heads and shifting positions while walking intermittently in various directions. The camera remains static throughout the entire five-second duration, maintaining a high-angle, wide-shot perspective of the pasture. Multiple cows are scattered across the green field, grazing peacefully within a fenced enclosure, while the camera captures their subtle, natural movements as they roam and feed on the grass.

Explanation: While the video perfectly preserves the first frame and maintains a static camera, it fails significantly on motion quality. The cows exhibit almost no movement, failing to fulfill the prompt's requirement for grazing and shifting positions, resulting in a nearly static image rather than a dynamic video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":85}

Explanation: While the video maintains the visual composition and fidelity of the first frame perfectly, it fails significantly on the motion requirements of the prompt. The cows remain essentially frozen, lacking the requested grazing and walking movements, resulting in a very poor motion quality score. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":85}

Explanation: While the video maintains the visual composition and fidelity of the first frame perfectly, it fails significantly on the motion requirements of the prompt. The cows remain almost completely frozen, failing to exhibit the grazing, head-shifting, or walking behaviors requested. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":85}


Prompt: Two clownfish swim in place near a sea anemone, their bodies undulating gently as they hover. A third, smaller clownfish remains partially hidden in the background, darting slightly behind the coral structure. The camera remains static throughout the shot, maintaining a fixed, wide-angle view of the reef. The scene captures the rhythmic, fluid motion of the fish as they navigate the currents around the anemone in a vibrant underwater environment.

Explanation: The video is highly faithful to the conditioning frame and maintains excellent visual quality throughout. While the motion is a bit restrained compared to the prompt's description of 'undulating' and 'darting', the overall scene is stable, coherent, and adheres well to the requested composition. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested scene elements. While the motion is slightly repetitive and exhibits minor jitter in the background, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While the motion of the primary fish is fluid and natural, the background fish lacks the specific movement requested in the prompt, and there is minor jitter throughout the sequence. | 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: The camera performs a slow, steady forward dolly movement, descending deeper into the narrow, winding desert canyon. As the perspective shifts, the layered rock formations on both sides appear to expand outward, revealing more of the rugged, textured walls. Small, dark pools of water remain stationary at the base of the gorge throughout the entire sequence. This high-angle aerial shot maintains a consistent downward trajectory, gradually narrowing the view of the canyon floor while emphasizing the depth of the geological landscape.

Explanation: The video successfully executes the requested slow, steady forward dolly movement while maintaining the integrity of the desert canyon landscape. The motion is generally good, though it exhibits slight micro-jitters 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 maintains high visual fidelity to the first frame and effectively captures the requested desert canyon environment. While the camera movement is a bit subtle, it successfully conveys the requested downward, forward-moving perspective with good temporal stability. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video successfully executes the requested camera movement and maintains high visual quality throughout. While the motion is slightly jittery, it effectively captures the depth and scale of the canyon as described in the prompt. | 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: The camera performs a smooth, continuous forward dolly movement, steadily approaching the residential neighborhood. As the camera advances, the perspective shifts to reveal more detail of the houses and streets below. The framing remains wide, capturing the entire suburban development and the surrounding landscape. This is an aerial view of a dense suburban housing estate featuring rows of brick houses, green spaces, and a small pond in the distance, all under an overcast sky.

Explanation: The video maintains high fidelity to the first frame and captures the requested suburban scene well, but the camera movement is too minimal to fully satisfy the 'smooth, continuous forward dolly' requirement. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual quality and perfect fidelity to the first frame, but the requested camera motion is barely perceptible, making the video feel almost static rather than a dynamic dolly shot. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high visual fidelity and matches the conditioning frame perfectly. However, the requested camera motion is very weak, appearing more like a slight digital zoom than a smooth, continuous dolly movement. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: The red cranberry mass drifts slowly toward the right, gradually encroaching upon the dark, rippling water. The boundary between the two surfaces shifts and undulates as the berries move steadily across the frame. The camera remains in a fixed, high-angle position, maintaining a static, top-down perspective of the floating harvest. This scene captures a dense, textured layer of red cranberries floating on the surface of a dark, moving body of water.

Explanation: The video maintains high fidelity to the first frame and demonstrates excellent visual quality. While the motion is present and consistent, it is quite subtle, though it still adheres well to the prompt's requirements. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains perfect fidelity to the first frame and exhibits high visual quality. However, the motion is very minimal, making it difficult to perceive the requested drifting action of the cranberries. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and demonstrates excellent visual quality. While the motion is present, it is quite slow, but it adheres well to the prompt's requirements for a static, high-angle perspective. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}


Prompt: The white clouds hovering around the peak of the volcano drift slowly toward the right side of the frame throughout the entire duration. The camera remains static, maintaining a wide, high-angle aerial view of the landscape. The scene features a large, dormant volcano rising above a sprawling rural valley dotted with small buildings and patches of vegetation, with the primary motion being the steady, horizontal movement of the cloud formations across the mountain summit.

Explanation: While the model successfully maintained the visual fidelity of the first frame and the static camera composition, it failed almost completely to generate the requested motion of the clouds drifting toward the right. The video is essentially a static image with no meaningful temporal progression. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":80}

Explanation: While the first frame is perfectly preserved and the visual quality is high, the model failed completely to generate the requested motion of the clouds, resulting in a static image rather than a video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":60}

Explanation: While the model successfully maintained the static camera and high-quality first frame, it failed almost entirely to generate the requested motion of the clouds drifting toward the right, resulting in a nearly static video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":80}


Prompt: A phlebotomist wearing blue gloves reaches toward a metal tray to retrieve a small white cotton pad. She then moves her hand toward the patient's inner elbow, gently pressing the pad against the skin to clean the site. The patient remains still with her arm resting on a blue support. The camera is static and maintains a close-up, side-profile framing of the medical procedure as the nurse prepares the arm for a blood draw.

Explanation: The video successfully executes the requested action with high fidelity to the initial frame and prompt. While the motion of the hand is slightly stiff and there is minor morphing of the cotton pad, the overall quality is high and the scene remains temporally stable. | 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 demonstrates high fidelity to the conditioning frame and follows the prompt's sequence of events accurately. While the motion of the hand is slightly stiff and there is minor morphing of the cotton pad, the overall quality is high and the temporal consistency is well-maintained. | 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 demonstrates high fidelity to the conditioning frame and accurately follows the prompt's sequence of actions. While the motion of the hand is slightly stiff and there is minor jittering of the cotton pad upon contact, the overall quality is high and the scene remains stable throughout. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The instructor reaches forward with both hands to gently place a blue pacifier into the baby's mouth. As the baby settles, the instructor maintains a steady hold on the pacifier strap while the mother keeps her arms wrapped securely around the infant. Throughout the interaction, the camera remains static in a medium shot, capturing the trio as they bob slightly in the calm pool water near a small waterfall feature.

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested action of placing the pacifier. While there is some minor hand jitter and slight morphing artifacts during the interaction, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the conditioning frame and successfully executes the requested action of placing the pacifier. While there is some minor hand jitter and slight morphing during the interaction, 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":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested interaction, though the animation of the pacifier placement is slightly unnatural and lacks smooth physical contact. | 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: Ocean waves roll continuously toward the shore, breaking into white foam as they advance from the horizon across the frame. The water surface remains in constant, rhythmic motion while the shoreline stays fixed. The camera is static, maintaining a high-angle, wide-shot perspective of the expansive beach and the incoming surf. This scene captures the natural, repetitive cycle of ocean waves washing onto a sandy coastline under a clear sky.


Prompt: The parrot chicks remain largely stationary on a white surface, with the camera fixed in a static, medium-wide shot. The chick on the far left repeatedly opens and closes its beak in a rhythmic, yawning motion throughout the clip. Meanwhile, the chick on the far right shifts its body slightly, tucking its head downward and adjusting its wings. The other three chicks remain still, maintaining their positions as the scene unfolds in this quiet, observational setting.

Explanation: While the video maintains the initial composition and visual style of the conditioning frame, it fails significantly on prompt adherence regarding the specific motions requested. Furthermore, the right-most chick suffers from severe, non-rigid deformation artifacts that break the immersion. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":60,"camera_composition":90}

Explanation: While the video maintains high fidelity to the first frame and camera composition, it fails significantly on the specific motion requirements. The requested rhythmic yawning is absent, and the movement of the chick on the right is highly distorted and unnatural, indicating poor temporal consistency and motion synthesis. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":60,"camera_composition":90}

Explanation: While the video maintains the initial composition and visual style of the first frame, it fails significantly on the specific motion requirements. The chick on the far left does not yawn as prompted, and the movement of the chick on the far right is highly distorted and unnatural, indicating poor temporal consistency and motion synthesis. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":60,"camera_composition":90}


Prompt: Dense fog rolls steadily from right to left across the frame, gradually obscuring the rocky mountain peak until it disappears entirely from view. The thick mist moves in a continuous, flowing motion, blanketing the snowy slopes and foreground terrain as the visibility decreases over time. The camera remains static throughout the entire duration, maintaining a fixed, wide-angle framing of the snow-covered mountain landscape as the weather conditions shift and the scene fades into a whiteout.

Explanation: The video successfully executes the prompt's requirements, maintaining a static camera while effectively simulating a rolling fog that gradually obscures the mountain. The transition to a whiteout is handled with high temporal consistency and visual fidelity. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully executes the prompt's request for a steady, rolling fog that gradually obscures the mountain, maintaining a static camera and high visual fidelity throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully executes the prompt's requirement for a static camera and a progressive whiteout effect. The motion of the fog is natural and consistent, and the transition from the initial frame to the final obscured state is handled with high temporal stability. | 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 spider remains stationary at the center of its web as a light breeze causes the entire web structure to sway gently and rhythmically. Several small insects caught in the silk vibrate and twitch sporadically against the tension of the threads. The camera is static, maintaining a fixed, close-up framing of the spider and its surrounding web. This scene captures a spider waiting patiently in its web while the environment causes subtle, continuous motion across the delicate silk strands.

Explanation: The video adheres well to the prompt, maintaining a static camera and a stationary spider while introducing subtle, rhythmic motion to the web. The visual quality is high, though the motion could be slightly more dynamic to fully capture the 'sway' described. | 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 is a high-quality, stable generation that adheres well to the prompt's constraints. While the motion is a bit understated, the overall visual fidelity 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 is highly faithful to the conditioning frame and maintains excellent visual quality throughout. While the motion is present, it is quite subtle and lacks the dynamic, sporadic twitching of the insects described in the prompt, though it successfully captures the overall atmosphere. | 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: Multiple houseflies rest on green leaves, periodically twitching their wings and shifting positions. Throughout the clip, individual flies intermittently take flight, hover briefly, and land again on the foliage, while others crawl short distances across the leaf surfaces. The camera remains static, maintaining a fixed, close-up framing of the insects. This scene captures a cluster of flies on vibrant green leaves, emphasizing their restless, sporadic movements and frequent, short-lived flight patterns within the stationary frame.

Explanation: While the video starts with high fidelity to the conditioning frame and maintains a static camera, the motion quality is poor. The flies exhibit significant morphing, flickering, and unnatural movement artifacts, failing to convincingly depict the requested flight and crawling behaviors. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":50,"temporal_consistency":45,"visual_quality":70,"camera_composition":90}

Explanation: While the video successfully maintains the static camera and the initial scene composition, the motion quality is poor. The flies suffer from significant temporal instability, with bodies morphing and disappearing into the leaves during flight animations, which detracts from the realism of the scene. | overall_score=68 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":55,"temporal_consistency":45,"visual_quality":70,"camera_composition":90}

Explanation: While the video maintains the static camera and initial composition perfectly, the motion of the flies is highly unstable, characterized by significant morphing and flickering artifacts. The insects frequently lose their structural integrity when they attempt to move or take flight, leading to poor temporal consistency. | overall_score=68 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":55,"temporal_consistency":45,"visual_quality":70,"camera_composition":90}


Prompt: A modern tram travels steadily from the background toward the foreground, moving along tracks that curve slightly to the left. The tram maintains a consistent speed as it passes the camera, eventually exiting the frame on the right side. The camera remains completely static throughout the entire duration of the clip, maintaining a fixed wide shot of the tram moving through a park-like setting with trees and a paved path in the foreground.

Explanation: The video successfully adheres to the prompt's requirements for camera movement and subject trajectory. While there is some minor structural distortion of the tram as it moves through the frame, the overall visual quality and temporal consistency are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video adheres well to the prompt, maintaining a static camera and a consistent tram movement. While there is some minor motion blur and slight geometric distortion on the tram as it passes close to the camera, the overall quality and fidelity to the conditioning frame are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video is a high-quality generation that adheres well to the prompt and maintains strong temporal consistency. The minor issues relate to slight motion artifacts and a subtle change in velocity as the tram leaves the frame. | 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 the dense urban landscape toward the distant skyline. As the camera advances, the perspective shifts slightly, revealing more of the residential rooftops and streets in the foreground while maintaining a consistent high-angle aerial view. The sprawling city remains the primary subject, with the camera motion creating a smooth, continuous transition that emphasizes the depth and scale of the metropolitan area under a vast, overcast sky.

Explanation: The video fails to execute the requested slow, steady forward dolly movement, remaining almost entirely static throughout the duration. While the initial frame is perfectly preserved, the lack of meaningful motion makes it a failure in terms of prompt adherence and motion quality. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":20}

Explanation: The video is visually impressive and maintains perfect fidelity to the first frame, but the requested camera motion is barely perceptible, making the movement feel static rather than a dynamic dolly shot. | 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 is visually impressive and maintains perfect fidelity to the first frame, but the requested camera motion is barely perceptible, making the movement feel static rather than a deliberate dolly shot. | 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: A delivery person with a large green backpack walks steadily from the left edge of the frame toward the right, exiting the view after approximately one second. The camera remains completely static throughout the entire five-second duration, maintaining a high-angle, top-down perspective of the paved walkway. The subject moves at a consistent pace across the frame, while the rest of the scene remains entirely still, featuring only the long, sharp shadows cast across the ground.

Explanation: While the video starts with high fidelity to the conditioning frame, it fails significantly on the core prompt requirement of a five-second walking sequence. The subject disappears almost immediately, resulting in a static, empty scene for the majority of the video duration. | 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 video starts with high fidelity to the conditioning frame, it fails significantly on prompt adherence by having the subject exit the frame almost immediately, leaving the rest of the video empty and static. | 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 video starts with high fidelity to the conditioning frame, it fails significantly on prompt adherence and motion quality. The subject disappears almost immediately, and the video fails to sustain the requested action for the full five-second duration. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":60}


Prompt: A street food vendor grills satay skewers over an open flame, rhythmically flipping and rearranging them with his right hand. He then picks up a large, round woven fan with his right hand and vigorously waves it back and forth over the coals to stoke the fire. The camera remains static in a medium shot, capturing the vendor and his assistant at a roadside stall. A young boy in a yellow shirt walks past in the background.

Explanation: The video maintains high fidelity to the first frame and captures the requested actions well. However, there are minor issues with the fluidity of the fan motion and some temporal inconsistencies regarding the background elements, which slightly detract from the overall realism. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":95}

Explanation: The video successfully executes the requested actions with high fidelity to the first frame. While there are minor temporal artifacts in the background and some slight unnaturalness in the fan's motion, the overall quality is high and adheres well to the prompt's requirements. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and captures the core elements of the prompt well. However, the motion of the fan and the background character could be more fluid and natural, and the specific action of flipping the satay is not fully realized as described. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}


Prompt: A cyclist rides a mountain bike along a winding dirt path, moving steadily from the bottom right toward the center of the frame. The camera performs a smooth, continuous forward dolly movement, gradually closing the distance to the cyclist while maintaining a high-angle, wide-shot perspective of the expansive alpine meadow. The subject remains in the lower right quadrant of the frame, traversing the grassy landscape set against a backdrop of rolling green mountains under a clear sky.

Explanation: The video maintains high visual fidelity to the conditioning frame and follows the prompt's core elements well. However, the camera movement is less dynamic than requested, and the cyclist's motion is somewhat minimal. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and exhibits strong visual quality. While it follows the prompt's core elements, the camera movement is less dynamic than requested, and the cyclist's motion is somewhat minimal. | 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 quality and strong fidelity to the first frame. While the camera movement is less dynamic than requested and the cyclist's motion is slightly stiff, the overall execution is highly competent and adheres well to the prompt's spatial requirements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: A person on a scooter travels steadily forward along a winding concrete path, moving from the top of the frame toward the bottom center. The camera maintains a high-angle, top-down perspective, slowly drifting forward and slightly downward to track the scooter as it passes a large tree on the left. The scene features a lone rider navigating a rural road flanked by expansive, vibrant green rice fields.

Explanation: The video maintains high visual fidelity to the first frame and captures the essence of the prompt well. However, it falls short on the specific camera movement instructions and exhibits minor jitter in the subject's motion. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the first frame and accurately depicts the scene described. However, the camera movement is less dynamic than requested, and the motion of the scooter exhibits minor temporal instability. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: Snowflakes fall continuously and rapidly in a downward trajectory, illuminated by the warm glow of a streetlamp. The flakes drift past the light source, creating a dense, flickering effect against the dark night sky. The camera remains completely static throughout the entire duration, maintaining a fixed, medium-shot framing of the illuminated tree branch on the left and the vertical pole of the streetlamp in the center, capturing the steady, rhythmic motion of the winter snowfall.

Explanation: The video successfully maintains a static camera and high visual fidelity to the first frame while accurately depicting the requested snowfall motion. The temporal consistency is strong, with no noticeable artifacts or flickering. | 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 successfully maintains the static composition and lighting conditions of the first frame while generating realistic, continuous snowfall that adheres perfectly to the prompt's requirements. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains a very high level of fidelity to the first frame and adheres strictly to the prompt's requirements for a static camera and specific lighting conditions. The motion of the snow is generally convincing, though there are minor instances of temporal jitter that slightly detract from the overall realism. | 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 pan to the right, sweeping across the vast, hazy landscape. As the perspective shifts, the distant mountain range and the coastline gradually slide across the frame from left to right. The scene remains otherwise still, with no movement from the clouds or the terrain itself. This is a wide, aerial-style shot capturing a serene, golden-hour mountain vista overlooking a calm sea, emphasizing the expansive scale of the horizon through a smooth, continuous horizontal movement.

Explanation: While the video maintains the visual style and content of the first frame perfectly, it fails to execute the requested camera movement, resulting in a static image with minor, unintended artifacts rather than a deliberate pan. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":30}

Explanation: While the video maintains the visual style and content of the first frame perfectly, it fails almost entirely to execute the requested camera movement, resulting in a near-static image rather than the dynamic pan described. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":20}

Explanation: While the model successfully maintains the visual integrity of the first frame, it fails almost entirely to execute the requested camera movement, resulting in a static image rather than the dynamic pan described in 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":10}


Prompt: A wolf walks steadily forward from the dense forest background toward the camera, maintaining a consistent pace with its tongue hanging out. The animal keeps its head level and eyes focused ahead as it traverses the uneven dirt path. The camera remains static throughout the entire duration, maintaining a medium shot that captures the wolf from the chest up as it approaches the foreground. The scene is set in a wooded area with thick foliage and a large tree trunk.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested action. The motion is generally fluid, though there is a slight lack of weight in the wolf's gait, and the camera remains static as requested. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested motion of the wolf walking forward. While there is a slight lack of fluid, realistic gait in the leg movement, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested motion of the wolf approaching the camera. While there is a minor issue with the fluidity of the gait, the overall visual quality and temporal stability are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}


Prompt: The camera performs a slow, steady forward dolly movement through a snow-covered pine forest. As the perspective advances, the dense, low-hanging fog shifts and swirls between the trees, partially obscuring the background. The camera maintains a consistent, level height, gliding smoothly over the snowy terrain and scattered fallen logs. This continuous forward motion emphasizes the depth of the woodland, drawing the viewer deeper into the misty, winter landscape as the trees gradually pass by on both sides.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's atmospheric requirements. While the camera movement is a bit shaky and lacks the desired smoothness of a professional dolly shot, the overall quality and consistency are very strong. | 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 maintains high visual quality and adheres well to the prompt's atmospheric requirements. The primary limitation is the camera movement, which lacks the perfect smoothness of a professional dolly shot, appearing slightly jittery. | 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 does an excellent job of maintaining the visual style and content of the first frame while executing the requested camera movement. While the dolly motion is a bit subtle and exhibits minor jitter, the overall visual quality and adherence to the prompt's atmospheric requirements 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":80}


Prompt: A school of golden trevally fish swims steadily from left to right across the frame, their bodies undulating slightly as they navigate the water. The camera remains static, maintaining a fixed, wide-angle perspective on the group. Several fish in the foreground and background maintain a consistent forward trajectory, while smaller fish dart sporadically in the distance. The scene captures the fluid, rhythmic motion of the school as they glide through the dark, aquatic environment.

Explanation: While the video perfectly matches the first frame, it fails significantly on motion quality. The fish are essentially static, lacking the fluid, rhythmic swimming motion described in the prompt, resulting in a very poor temporal experience. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":40,"camera_composition":60}

Explanation: While the video starts with high fidelity to the first frame, it fails completely to generate realistic or consistent motion. The fish exhibit extreme flickering and warping artifacts, making the video look like a series of unstable, glitching images rather than a fluid, aquatic scene. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":60}

Explanation: While the video starts with high fidelity to the first frame, the subsequent motion is highly unstable, characterized by significant flickering and unnatural warping of the fish bodies. The movement fails to capture the fluid, rhythmic swimming described in the prompt, resulting in a jittery and visually distracting output. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":40,"camera_composition":60}


Prompt: The man on the right slowly rotates his right wrist, causing the long purple light tube he holds to tilt downward and then back up. Simultaneously, the woman on the left remains perfectly still, maintaining her gaze toward the camera. The camera is static throughout the entire duration, maintaining a medium shot of the two subjects standing back-to-back in a studio setting. The motion is subtle and focused entirely on the rhythmic, controlled movement of the light tube.

Explanation: The generated video fails significantly on prompt adherence regarding motion. While the visual quality and first-frame fidelity are high, the specific requested action of the man rotating his wrist and the light tube tilting is not performed, and the woman fails to remain perfectly still. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":40,"visual_quality":60,"camera_composition":90}

Explanation: The video fails significantly on prompt adherence regarding motion; the man's wrist and the light tube remain static, and the woman exhibits unwanted eye movement, contradicting the instruction to remain perfectly still. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":40,"visual_quality":60,"camera_composition":90}

Explanation: The video fails to execute the requested motion entirely. While the first frame is preserved well, the subjects remain static or exhibit unintended micro-movements (blinking) instead of the specific wrist and light tube rotation described in the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":40,"visual_quality":60,"camera_composition":90}


Prompt: A large passenger airplane descends steadily through a clear blue sky, moving from the upper center toward the lower right of the frame. The aircraft maintains a consistent landing configuration with its landing gear fully extended. The camera remains static, capturing the plane as it glides across the frame in a smooth, continuous motion. The subject is a commercial airliner in flight, viewed from below against an expansive, cloudless blue backdrop.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested motion. While there are minor temporal instabilities in the landing gear and slight geometric warping, 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":90,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested descent motion. While there is some minor structural instability in the aircraft's geometry during the movement, the overall visual quality and adherence to the prompt are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual quality and adheres well to the prompt's requirements for the aircraft's configuration and the clear sky setting. However, there is some minor temporal instability in the fine details of the aircraft's livery and landing gear as it moves across the frame. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":80}


Prompt: The camera performs a slow, steady pan to the right, gliding across the dense foliage of an apple tree. As the frame shifts, the leaves and clusters of apples sway gently in a light breeze, creating a rhythmic, fluid motion throughout the scene. The branches remain relatively stable while the smaller twigs and fruit oscillate slightly. This movement is consistent and continuous, maintaining a smooth, horizontal tracking perspective that reveals more of the tree canopy as the camera progresses.

Explanation: The generated video fails significantly on the primary motion requirements of the prompt. It does not perform the requested camera pan, and there is no discernible movement of the foliage or fruit, resulting in a static, lifeless output. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":10}

Explanation: While the video maintains the visual integrity of the first frame, it completely fails to execute the requested camera pan and the specified motion of the foliage and fruit, resulting in a static image rather than a dynamic video. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":10}

Explanation: While the first frame is perfectly preserved, the video fails to execute the requested camera movement, resulting in a static scene plagued by intense, distracting flickering and morphing artifacts that destroy the visual quality. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":20}


Prompt: Multiple vehicles travel horizontally from left to right along the highway in the background, maintaining a steady, continuous flow throughout the entire duration. The camera remains completely static, maintaining a fixed, high-angle aerial perspective of the scene. The subject is a large, multi-domed church building positioned in the foreground, set against a vibrant, colorful sunset sky over a rural landscape.

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

Explanation: The video successfully maintains the static camera and the specific subject matter from the first frame. While the motion of the vehicles is slightly stuttered, the overall visual quality and adherence to the prompt's atmospheric requirements are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully maintains the static camera and the specific subject matter from the first frame. While the motion of the vehicles is slightly stuttered, the overall scene composition and aesthetic adherence to the prompt are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The camera remains in a static, high-angle top-down view of a professional meeting. The man at the top of the table gestures with his hands while speaking, then rests his arms on the table. Simultaneously, the woman at the bottom of the table moves her hands expressively in front of her laptop. The woman on the left holds a pen and shifts her posture slightly, while the man on the right interacts with his tablet throughout the scene.

Explanation: The video maintains high visual fidelity and adheres well to the static camera requirement. However, it fails to accurately depict the specific hand movements requested for the woman at the bottom of the table, substituting them with a clapping motion. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high visual fidelity and adheres well to the static camera requirement. However, the specific action for the woman at the bottom of the table (clapping) deviates from the prompt's instruction to move hands expressively in front of her laptop. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high visual quality and excellent fidelity to the first frame. However, it fails to fully adhere to the specific motion prompts for the woman at the bottom and the man on the right, resulting in a slight reduction in the overall score. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}