Prompt: The camera remains static, capturing a high-altitude, wide-angle view of a sprawling town nestled in a valley beside a winding river. Throughout the five-second duration, thick, dark clouds drift slowly across the upper portion of the frame from left to right, casting shifting shadows over the landscape below. A single bird flies across the mid-ground from left to right, while the rest of the scene remains still, emphasizing the vast, quiet scale of the mountainous terrain.

Explanation: The video successfully maintains the static camera and the overall composition of the conditioning frame. However, the motion of the bird is poorly executed, exhibiting significant morphing and temporal instability, which detracts from the overall quality. | 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 adheres well to the prompt, successfully capturing the static wide-angle view and the requested motion elements. While the bird's animation is slightly imperfect, the overall visual quality and fidelity to the conditioning frame are high. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video adheres well to the prompt, maintaining a static camera and correctly animating the clouds and the bird. While the bird's motion is slightly unnatural, the overall visual quality and fidelity to the conditioning frame are high. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: A swimmer with a prosthetic leg stands on the pool ladder, gripping the metal rails with both hands. He slowly lifts his head and adjusts his swimming goggles with his right hand, then returns his hand to the rail. Throughout the motion, he remains standing on the submerged steps, shifting his weight slightly while water drips from his body. The camera remains in a static, medium-wide shot, capturing the swimmer from the side as he prepares to enter the pool.

Explanation: The video is visually impressive and adheres well to the prompt's scene description and camera instructions. However, it fails significantly on the core prompt requirement of the swimmer having a prosthetic leg, as the subject appears to have an amputation without a prosthetic device. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is visually impressive and maintains high fidelity to the first frame, but it fails to include the prosthetic leg specified in the prompt and shown in the conditioning frame. The motion is generally good, though the hand movement is slightly stiff. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is visually impressive and maintains high fidelity to the conditioning frame, but it fails to include the prosthetic leg specified in the prompt and the conditioning image, which is a significant content error. | 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 woman rests her head on a wooden surface, slowly blinking her eyes while maintaining a steady gaze toward the camera. Her head remains largely stationary, with only subtle, rhythmic shifts in her facial muscles and slight movements of her eyelids. The camera is static, maintaining a tight, close-up framing on her face throughout the entire duration. A person wearing a blue medical mask lies prone on a desk in a dimly lit room.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's constraints, though the motion is very minimal and could be more expressive. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's atmospheric and compositional requirements. While the motion is very subtle, it is consistent and natural, resulting in a high-quality, stable generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}

Explanation: The video is highly faithful to the conditioning frame and maintains excellent temporal stability. While the motion is very subtle, it adheres to the prompt's requirement for a slow blink and minimal movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}


Prompt: A white swan glides steadily from left to right across the frame, its body creating a gentle wake in the calm water. The swan maintains a consistent posture while moving forward, its neck held upright and still. The camera remains static throughout the entire five-second duration, maintaining a side-profile framing of the swan as it traverses the surface of the lake. The water ripples slightly behind the bird, marking its continuous, smooth path across the scene.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static camera and steady movement. While there is some minor jitter in the swan's neck and slightly unnatural leg movement, the overall temporal consistency and visual quality are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's composition requirements. While the motion is slightly robotic and lacks the fluid, organic quality of a real swan, the overall visual stability and adherence to the scene description are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested motion. While there is very minor jitter in the swan's neck and slight inconsistencies in the water ripples, the overall quality is very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}


Prompt: The camera performs a smooth, continuous forward dolly movement, gradually pushing into the scene to reveal more detail of the urban landscape. As the camera advances, it maintains a steady, high-angle perspective over the historic town square. The subject is a large, stone church with twin towers situated in the center of a dense cluster of tiled rooftops and buildings, which remain static throughout the entire five-second duration of the shot.

Explanation: The generated video is a static image that fails to execute the requested camera movement entirely. While the initial frame fidelity is high, the lack of motion makes it a failure in the context of video generation. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":10,"visual_quality":20,"camera_composition":10}

Explanation: The generated video fails to execute the requested camera movement, resulting in a static image that does not fulfill the prompt's core requirement for a dolly-in effect. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":10,"visual_quality":20,"camera_composition":10}


Prompt: The river water flows steadily from left to right, creating small ripples and white foam as it pushes against a partially submerged tree branch near the bank. The camera performs a slow, smooth pan to the right, maintaining a high-angle aerial perspective of the scene. This shot captures a tranquil river flowing past a paved path and a line of tall green trees bordering a road.

Explanation: While the video starts with high fidelity to the conditioning frame, it fails significantly on the motion requirements. The camera does not pan, and the central object (the tree branch) suffers from severe morphing artifacts, indicating poor temporal consistency. | 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 on the motion requirements. The camera does not pan, and the central subject (the tree branch) suffers from severe morphing and loss of structural integrity, failing to depict the requested ripples and foam accurately. | 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 on the motion requirements. The camera does not pan as requested, and the tree branch in the water suffers from severe, unrealistic morphing artifacts, indicating poor temporal consistency and motion quality. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":50,"camera_composition":25}


Prompt: A man with a limb difference walks steadily from left to right across the foreground of a running track. He maintains a consistent pace, his body moving in a natural gait as he passes a hurdle positioned on the track. The camera remains static throughout the clip, maintaining a medium-long shot that captures the runner in profile against the open field and distant stadium structures. The subject continues his forward movement until he exits the frame on the right side.

Explanation: The video successfully depicts the subject walking across the track with a consistent gait and limb difference, maintaining high fidelity to the initial frame. While there is some minor motion jitter and slight background instability, the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: While the video starts with high fidelity to the conditioning frame, it suffers from catastrophic failure in object permanence and anatomical consistency, with the subject effectively vanishing and morphing into noise as the motion progresses. | 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 begins with excellent fidelity to the first frame, it suffers from catastrophic failure in temporal consistency and character integrity. The subject's form completely breaks down and vanishes before the end of the sequence, failing to fulfill the prompt's requirement for a steady walk across the frame. | 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: A woman sits at an outdoor table as a hand enters from the left, holding a fork that feeds her a small piece of food. She chews, swallows, and then looks down toward her own hands, which are holding a small object. The camera remains static throughout the shot, maintaining a medium close-up framing of the woman in profile. The scene captures a quiet, intimate moment of a person being fed at a casual, sunlit outdoor dining area.

Explanation: The video follows the prompt accurately, maintaining the requested framing and sequence of events. The primary issue is the sudden disappearance of the fork, which breaks the immersion, but the overall visual quality and fidelity to the conditioning frame are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested narrative and maintains high visual fidelity to the conditioning frame. The primary drawback is the unnatural disappearance of the fork, which slightly disrupts the temporal flow. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully executes the complex sequence of being fed and transitioning to looking down at her hands. While there is a very slight jitter in the fork's movement, the overall visual quality and temporal consistency are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}


Prompt: The camera performs a smooth, continuous forward dolly movement over a vast, rolling landscape. As the camera advances, the perspective shifts to reveal more of the undulating terrain and scattered trees in the distance. The framing remains wide and stable, maintaining a consistent high-angle aerial view throughout the entire duration. This steady forward motion glides across the open, grassy hills, emphasizing the expansive scale of the rural environment under a cloudy, late-afternoon sky.

Explanation: The video maintains high fidelity to the first frame and successfully executes the requested forward dolly movement. While there is minor jitter in the landscape elements, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the conditioning frame and successfully captures the requested aerial perspective. While the forward motion is a bit slow, it is smooth and consistent, resulting in a high-quality generation. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video successfully maintains the requested high-angle aerial view and captures the essence of the rolling landscape. While the forward motion is slightly stuttered rather than perfectly smooth, the overall visual fidelity and adherence to the prompt are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}


Prompt: The subjects perform a rhythmic dance, repeatedly shifting their weight and lifting their heels in a synchronized, pulsing motion. The person in the center steps slightly forward and back, while the others maintain a steady, grounded bounce. The camera remains static, maintaining a low-angle, close-up framing focused on the feet and lower legs. This scene captures a group of dancers in a dimly lit, indoor setting, emphasizing the repetitive, energetic movement of their footwear against the wooden floor.

Explanation: The video maintains high visual fidelity and adheres well to the requested camera angle and setting. While the motion is a bit restrained, it successfully captures the rhythmic, repetitive nature of the dance requested in the prompt. | 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 maintains high fidelity to the conditioning frame and captures the requested low-angle, close-up composition perfectly. While the motion is a bit restrained, it successfully depicts the rhythmic, repetitive dance requested in the prompt with good temporal stability. | 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: While the video perfectly maintains the visual style and composition of the first frame, it fails significantly on the motion requirements of the prompt. The movement is so minimal that it does not convey the requested rhythmic dance, resulting in a static and unengaging output. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":85}


Prompt: A person with a prosthetic leg rides a skateboard along a paved path, initially balancing with arms outstretched before the camera tilts downward to focus on their feet. The skater pushes off the ground with their prosthetic leg, then rests both feet on the board as it glides forward. The camera follows the movement from a low, tracking perspective, maintaining a steady framing on the skateboard and the skater's lower body as they travel along the path.

Explanation: The video successfully captures the requested sequence, maintaining high fidelity to the initial frame and accurately depicting the prosthetic leg. While there is a slight mechanical jitter in the leg's 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":85,"visual_quality":90,"camera_composition":85}

Explanation: The video successfully follows the prompt's narrative arc, maintaining high visual quality and strong fidelity to the initial frame. While there is a slight jitter in the prosthetic leg's motion, the overall temporal consistency and camera work are impressive. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":85}

Explanation: The video successfully executes the requested sequence, maintaining high visual fidelity and prompt alignment. While the camera movement is slightly mechanical, the overall motion and temporal consistency are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}


Prompt: The pink ink cloud slowly billows and expands outward, while simultaneously drifting downward and dissipating into the surrounding fluid. Wisps of the pink pigment stretch and curl into delicate, thread-like tendrils that bleed into the blue and white haze. The camera remains completely static, maintaining a fixed, centered framing throughout the entire sequence. This is a close-up shot of vibrant pink and blue ink swirling and dissolving in a dark, liquid environment.

Explanation: The video maintains perfect alignment with the conditioning frame and adheres well to the prompt's requirements for a static camera and specific color palette. While the motion is slightly mechanical, it is visually pleasing and consistent throughout the duration. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":100}

Explanation: The video is visually impressive and adheres well to the prompt's aesthetic requirements. While the motion is slightly constrained and lacks the full physical complexity of real ink, it is smooth and temporally consistent throughout the sequence. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high visual fidelity and adheres well to the prompt's subject matter, though the motion of the ink could be more dynamic and varied to fully capture the 'swirling and dissolving' effect described. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: Wispy, thin clouds drift steadily from the upper right toward the lower left across the frame. The motion is consistent and fluid, with the cloud formations maintaining their relative shapes as they traverse the sky. The camera remains completely static, providing a fixed, wide-angle view of the expansive, overcast atmosphere. This scene captures a quiet, continuous movement of high-altitude clouds against a deep blue sky, emphasizing the slow, rhythmic flow of the weather.

Explanation: The generated video is essentially a static image that does not contain any motion, failing the primary requirement of the prompt to show clouds drifting across the frame. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":5,"visual_quality":20,"camera_composition":40}

Explanation: While the model successfully maintained the first frame and the static camera composition, it failed entirely to generate any motion, resulting in a static image rather than a video. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":5,"visual_quality":20,"camera_composition":90}

Explanation: While the model successfully maintained the visual fidelity of the first frame, it failed entirely to generate any motion, resulting in a static image rather than the requested video of drifting clouds. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":5,"visual_quality":20,"camera_composition":100}


Prompt: The camera performs a slow, steady pan to the right, revealing more of the traditional Korean village courtyard. Throughout the five-second duration, the branches of the large ginkgo tree sway gently in the breeze, causing scattered yellow leaves to drift slowly downward toward the ground. The scene remains otherwise still, focusing on the rhythmic, natural movement of the tree canopy and falling foliage against the backdrop of the quiet, sunlit traditional houses and stone walls.

Explanation: While the video maintains the visual integrity of the first frame, it fails significantly on the motion requirements. The camera does not pan as instructed, and the falling leaves are poorly rendered, suffering from severe flickering and unnatural temporal jumps. | 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 model successfully maintains the first frame, it fails significantly on the motion requirements. The camera pan is completely absent, and the falling leaves are rendered as poorly integrated, unnatural artifacts that detract from the visual quality. | 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 maintains the visual fidelity of the first frame, it fails significantly on the motion requirements. The requested camera pan is completely absent, and the animation of the falling leaves is poorly executed, resulting in distracting visual artifacts rather than a natural effect. | 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 woman stands still in the snow, then slowly tilts her head upward to gaze toward the sky. Her expression remains calm as she maintains this upward-looking posture for the remainder of the clip. The camera is static, maintaining a medium-long shot that captures the woman centered within the dense, snow-covered pine forest. The subject is a woman in a bright yellow jacket standing in a deep, snow-filled woodland clearing.

Explanation: The video demonstrates high fidelity to the conditioning frame and follows the prompt's instructions well. The motion is smooth and temporally consistent, though the head tilt movement feels slightly mechanical. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively executes the requested motion. The movement is stable and consistent, though the head tilt feels slightly mechanical in its pacing. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested head-tilt motion. While the motion is a bit stiff and the environment lacks dynamic elements, the overall quality is high and consistent. | 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 camera performs a slow, steady forward dolly movement toward a herd of cattle grazing on a dry, grassy hillside. The cows remain largely stationary, occasionally shifting their heads or bodies slightly while feeding on the sparse vegetation. The perspective gradually tightens on the central black and white cow and the brown cow in the foreground, while the rest of the herd remains scattered across the rolling terrain in the background.

Explanation: The video successfully executes the requested dolly movement while maintaining high fidelity to the first frame. The primary limitation is the lack of natural, subtle movement in the cattle, which makes them appear somewhat static, but the overall technical execution is 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":85}

Explanation: The video successfully executes the requested dolly movement while maintaining high fidelity to the conditioning frame. While there is minor motion instability in the foreground cow, 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":80}

Explanation: The video successfully executes the requested dolly movement while maintaining high fidelity to the conditioning frame. While there is minor motion instability in the foreground subject, 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":80}


Prompt: Water cascades continuously downward over two tiered rock ledges, creating a constant flow of white foam and mist that churns in the pool between the falls. The water maintains a steady, rhythmic downward motion throughout the entire duration. The camera remains completely static, maintaining a fixed, high-angle framing of the waterfall nestled between vertical basalt columns and overhanging evergreen branches. This is a scene of a powerful, multi-tiered waterfall flowing steadily within a deep, mossy forest canyon.

Explanation: The generated video maintains high fidelity to the conditioning frame and exhibits very natural, consistent water motion throughout the sequence. The composition remains perfectly static as requested, and the overall visual quality is high. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":100}

Explanation: The video maintains the composition and framing of the first frame perfectly. The motion is generally good, though it feels slightly synthetic in its repetition, but it successfully captures the essence of the prompt. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for a static camera and specific environmental details. While the water motion is slightly mechanical and lacks perfect fluid dynamics, it is overall a very high-quality generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}


Prompt: A person in a blue shirt walks steadily from the left side of the frame toward the right, passing in front of the building entrance. The camera remains static throughout the entire duration, maintaining a wide, fixed shot of the ornate train station exterior. The subject continues their forward movement across the foreground until they exit the frame on the right side, while the rest of the scene remains completely still.

Explanation: The video successfully maintains the static camera and architectural fidelity of the first frame while executing the subject's movement. The primary limitation is a slight lack of natural motion fluidity and minor temporal instability in the background. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the conditioning frame and maintains a stable, static camera as requested. While there is some minor motion jitter and slight morphing of the subject's lower body, the overall quality is high and the prompt requirements are largely met. | 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 adheres well to the prompt, with the subject walking across the frame in front of a static, high-quality background. While the motion of the person is slightly unnatural and exhibits minor temporal artifacts, the overall visual quality and adherence to the conditioning frame are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The camera performs a slow, steady pan to the right, revealing more of the park setting behind the subject. Throughout the five-second duration, the bronze lion statue remains completely stationary, while the lush green foliage in the background gently sways in the wind. In the distance, several people are seated on benches and walking through the park, moving naturally within the frame. The shot maintains a consistent medium framing of the lion, capturing the subtle environmental motion surrounding the static sculpture.

Explanation: The generated video fails almost entirely to incorporate the requested motion. While the first frame is accurate, the camera does not pan, and the background elements (foliage and people) remain completely static, ignoring the prompt's specific instructions for environmental motion. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":10}

Explanation: The generated video is essentially a static image that fails to execute the requested camera pan or any of the specified environmental motions (swaying foliage, moving people). While the visual quality and fidelity to the first frame are high, the video fails almost entirely on the motion and prompt adherence requirements. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":40,"camera_composition":20}

Explanation: The generated video fails to execute the requested camera movement and lacks the specified environmental and background activity, resulting in a nearly static image. While the first frame is perfectly preserved, the video does not adhere to the motion requirements of the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":40,"camera_composition":20}


Prompt: Thick white smoke billows continuously from the charcoal grill, drifting steadily toward the left side of the frame. A person standing behind the grill holds a metal tool, moving their right arm in a rhythmic, repetitive motion to flip or adjust the meat cooking on the grate. The camera remains completely static throughout the five-second duration, maintaining a fixed, eye-level medium shot of the outdoor barbecue setup.

Explanation: The video is highly faithful to the first frame and successfully captures the requested scene elements. While the motion of the tool and the smoke could be more fluid and realistic, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the first frame and maintains a stable, static camera as requested. While the motion of the person's arm and the smoke is slightly mechanical and lacks perfect fluidity, it successfully captures the essence of the prompt. | 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 adheres well to the prompt and maintains high fidelity to the first frame. The motion of the person and the smoke is generally good, though there is some minor jitter in the tool's movement and the smoke's temporal flow. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}


Prompt: The camera performs a smooth, continuous dolly forward movement across a rocky, desert landscape. As the camera advances, the foreground rocks shift rapidly toward the bottom and sides of the frame, creating a strong sense of parallax against the distant, stationary mountain range. The framing remains consistent throughout the shot, maintaining a wide, low-angle perspective of the uneven, boulder-strewn terrain under a bright, partially cloudy sky.

Explanation: The video successfully executes the requested dolly movement with a strong sense of parallax and maintains high visual quality throughout. The first frame is perfectly preserved, and the temporal consistency is high, with only minor motion blur occurring during the faster segments of the camera move. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video successfully executes the requested dolly movement with a strong sense of parallax and maintains high visual quality throughout. The first frame is perfectly preserved, and the temporal progression is smooth, with only minor motion blur occurring in the foreground. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video successfully executes the requested dolly movement with a compelling sense of parallax. It maintains high visual quality and adheres strictly to the first frame, with only minor motion blur occurring during the faster segments of the camera travel. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}


Prompt: The camera performs a slow, steady zoom-in on a dense urban cityscape under a heavy, overcast sky. Throughout the five-second duration, the perspective gradually tightens on the central cluster of buildings, increasing the scale of the structures in the frame. There is no other movement in the scene; the clouds remain static and the city below is still, focusing the entire motion of the clip on the continuous, smooth forward movement of the camera lens.

Explanation: The video is visually high-quality and perfectly matches the first frame, but it fails to deliver the requested camera motion, resulting in a nearly static image rather than a clear zoom-in. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video adheres well to the prompt's atmospheric requirements and maintains high fidelity to the first frame. However, the camera movement is too slow and subtle to clearly convey the requested 'slow, steady zoom-in' effect, making the motion feel somewhat static. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully maintains the first-frame fidelity and adheres to the atmospheric requirements of the prompt. However, the requested 'slow, steady zoom-in' is too subtle, resulting in a video that feels almost static rather than a deliberate camera movement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}


Prompt: The camera performs a smooth, continuous forward dolly movement, traveling steadily along the dirt path between two rows of rubber trees. As the camera advances, the perspective shifts, causing the trees in the foreground to pass by on the left and right sides of the frame while the distant clearing at the end of the path gradually expands. The scene remains static otherwise, with no movement from the trees or vegetation, maintaining a consistent, forward-tracking motion throughout the entire five-second duration.

Explanation: The video is highly consistent with the conditioning frame and successfully executes the requested camera movement. The motion is smooth and stable, though the speed of the dolly effect is quite subtle, which is the only minor drawback. | 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 maintains high fidelity to the first frame and demonstrates a smooth, consistent forward dolly motion. While the motion is somewhat subtle, it adheres well to the prompt's requirements for a static scene with steady camera movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully executes the requested forward dolly movement while maintaining high fidelity to the first frame and consistent temporal stability throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: A bearded barista in a flat cap and apron stands at a coffee station, holding a portafilter in his left hand. He uses his right hand to tap the portafilter against a knock box, then moves his hand to the espresso machine to lock the portafilter into the group head. The camera remains static throughout the shot, maintaining a medium framing of the barista as he works in a bright, open-air cafe setting.

Explanation: The video maintains high visual fidelity to the conditioning frame and follows the general scene setup well. However, the specific requested actions (tapping the knock box) are not clearly executed, and the final motion of locking the portafilter is slightly stiff and lacks realistic mechanical interaction. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video succeeds in maintaining the visual style and character identity from the first frame, but the motion is very limited and lacks the mechanical realism required for the specific actions described in the prompt. The interaction with the espresso machine is visually unconvincing due to poor object-hand integration. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":50,"temporal_consistency":60,"visual_quality":75,"camera_composition":90}

Explanation: The video is visually impressive and maintains high fidelity to the conditioning frame. However, the motion of the barista is slightly robotic and misses the specific 'tapping' action described in the prompt, and the final locking motion lacks smooth temporal continuity. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: The camera performs a slow, steady forward dolly movement over a town at dusk. Below, streams of vehicles with visible headlights and taillights travel along the main roads, moving steadily in both directions. The traffic flows continuously through the urban landscape, while the camera maintains a consistent, high-angle aerial perspective, gradually closing the distance toward the illuminated tower standing prominently on the hillside in the distance. The overall scene remains stable as the camera glides forward.

Explanation: The video maintains high visual fidelity to the first frame and captures the requested atmosphere well. However, the camera movement is too slow and barely perceptible, which weakens the adherence to the 'forward dolly' instruction. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested slow, steady forward dolly movement. While there is minor jitter in the traffic flow and slight loss of detail, the overall execution is highly consistent and visually coherent. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully executes the requested forward dolly movement while maintaining high fidelity to the initial frame. The motion is generally smooth, though there is some minor temporal instability in the traffic flow. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over the forested mountain ridge toward the distant horizon. As the camera advances, the perspective shifts to reveal more of the winding road nestled in the valley below. The vast, static sea of clouds remains fixed on the right, while the sunlit mountain slopes gradually expand in the frame, maintaining a smooth, continuous aerial trajectory throughout the entire five-second duration of the shot.

Explanation: The generated video fails to execute the requested camera movement, remaining almost entirely static throughout the duration. While the visual quality and fidelity to the first frame are high, it fails to meet the core motion requirements of the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: The video fails to execute the requested camera movement, remaining almost entirely static throughout the duration. While the initial frame is perfectly preserved, the lack of motion makes it a poor response to the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":50,"camera_composition":30}

Explanation: The video fails to execute the requested camera movement, remaining almost entirely static throughout the duration. While the visual quality and fidelity to the first frame are high, the lack of adherence to the motion prompt makes it a poor generation. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":30}


Prompt: The camera slowly dollies forward over a mossy, rocky stream bed in a dense forest. The water flows steadily toward the viewer, rippling around the stationary rocks. A discarded face mask rests on a rock in the foreground, remaining perfectly still as the water moves past it. The camera maintains a steady, low-angle perspective, moving deeper into the woodland scene while the surrounding trees and the fallen log in the background remain static throughout the entire five-second duration.

Explanation: The video adheres very well to the prompt, successfully executing the requested camera movement and maintaining the static nature of the foreground object. The minor jitter in the camera movement is the only significant detractor from an otherwise high-quality generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":85}

Explanation: The video is highly faithful to the conditioning frame and follows the prompt's instructions well, particularly regarding the static face mask and the flowing water. The camera movement is present but could be more dynamic to fully capture the 'dolly forward' effect. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video is highly realistic and adheres well to the prompt, maintaining excellent temporal consistency and first-frame fidelity. The camera movement is present but could be more dynamic to fully capture the 'dolly forward' effect. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}


Prompt: The owl remains perched and mostly still, occasionally blinking its large yellow eyes and making subtle, rhythmic movements with its head and neck. The camera is static, maintaining a fixed, eye-level framing of the bird. A great horned owl sits alert in a patch of dry, golden grass and brush, observing its surroundings while the foreground foliage remains slightly out of focus.

Explanation: The video is highly faithful to the conditioning frame and captures the requested atmosphere well. While the motion is very limited, it remains consistent and avoids major artifacts or temporal instability. | 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 visually stunning and perfectly matches the first frame, but the motion is too minimal to fully satisfy the prompt's requirement for rhythmic head and neck movements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video is visually stunning and perfectly matches the conditioning frame, but it lacks the requested dynamic motion, resulting in a very static and somewhat lifeless output. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: Two sailboats move steadily from left to right across the frame, cutting through choppy water. The boat in the foreground, featuring a white sail, maintains a consistent trajectory while the crew remains positioned on the deck. The second boat, further in the distance with a colorful spinnaker, follows a parallel path. The camera remains static throughout the entire duration, capturing the two vessels as they glide across the open water against a backdrop of dense, green forest.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene. While the motion of the water and the boats is generally good, there is a slight lack of dynamic movement from the crew and minor temporal jitter in the water texture. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":90,"visual_quality":95,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene with good temporal stability. The motion is generally smooth, though the water texture exhibits some minor repetitive artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene with good temporal stability. The motion of the boats is realistic, though the water texture exhibits some minor repetitive artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: Water cascades continuously downward from the cliff edge into the dark pool below, maintaining a steady, rhythmic flow throughout the entire duration. The camera remains completely static, holding a fixed, wide-angle perspective of the coastal landscape. The scene features a high-altitude view of a waterfall plunging over a steep, grassy cliffside onto a rocky beach, capturing the constant motion of the falling water against the unmoving, rugged terrain of the cliff and the shoreline.

Explanation: The video successfully maintains the static camera and composition requested, with high fidelity to the first frame. While the waterfall motion is present, it could be more dynamic to better match the 'cascading' description, and there is slight temporal instability in the water flow. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static camera and continuous waterfall motion. The motion is consistent, though it lacks some of the complex fluid dynamics expected in a high-end simulation. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static camera and continuous waterfall motion. While there is minor jitter in the water's movement, the overall visual quality and temporal stability are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The clouds drift steadily from left to right across the frame, maintaining a consistent pace throughout the five-second duration. The individual cloud formations shift and morph slightly as they travel, while the larger cloud bank remains positioned in the lower and middle sections of the sky. The camera remains completely static, providing a wide, fixed view of the expansive sky above a distant, flat horizon line.

Explanation: The video demonstrates high fidelity to the first frame and adheres well to the prompt's requirements for steady, left-to-right cloud movement. The motion is smooth and the camera remains perfectly static, though the cloud morphing is somewhat subtle. | 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 consistent with the first frame and accurately follows the prompt's instructions regarding cloud movement and camera stability. The motion is fluid and natural, with no significant temporal or visual artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video demonstrates high-quality, realistic cloud movement that adheres perfectly to the prompt's requirements. The camera remains static, and the temporal consistency is maintained throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}


Prompt: The camera performs a smooth, continuous pan to the right, sweeping across a grassy park area shaded by large trees. As the camera moves, the perspective shifts to reveal more of the wooden footbridge and the fenced stream in the background. The foliage remains relatively still, while the camera movement provides the primary sense of progression through the scene, maintaining a steady, eye-level framing throughout the entire five-second duration.

Explanation: The video successfully executes the requested camera pan and maintains high visual fidelity to the first frame. While the motion is slightly less fluid than ideal, it effectively reveals the bridge and stream as requested. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: The video successfully executes the requested camera pan while maintaining high fidelity to the first frame. The motion is generally good, though it lacks a perfectly fluid, continuous feel, and there is slight geometric instability in the bridge during the movement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully executes the requested camera pan and reveals the specified elements of the scene while maintaining high visual fidelity to the first frame. The motion is generally good, though it lacks a perfectly fluid, cinematic smoothness. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}


Prompt: A single vehicle travels slowly along the top of the dam, moving from the bottom of the frame toward the top. The camera performs a steady, continuous drone-style dolly forward, gradually closing the distance to the dam structure while maintaining a high-angle, top-down perspective. The scene features a large concrete dam separating a reservoir from a grassy landscape, with a small parking area and road visible at the base of the structure.

Explanation: The video maintains high fidelity to the conditioning frame and successfully depicts the vehicle moving along the dam. While the camera motion is a bit subtle, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high visual fidelity and temporal stability, accurately reflecting the conditioning frame. While the camera movement and vehicle motion are present, they are somewhat subtle and lack the dynamic intensity requested in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and exhibits strong visual quality. While the camera motion and vehicle movement are present, they are somewhat constrained and lack the dynamic, sweeping feel requested in the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}


Prompt: A red and white striped passenger airplane glides steadily from the left side of the frame toward the right, maintaining a constant altitude against a backdrop of shifting, heavy gray clouds. The camera remains static throughout the entire sequence, keeping the aircraft centered as it travels across the sky. The plane maintains a level flight path with its landing gear fully deployed, moving at a consistent speed until it exits the frame on the right.

Explanation: While the first frame is perfectly preserved and the visual quality is high, the video fails entirely to animate the scene. The airplane and clouds remain completely static throughout the duration, violating the core motion requirements of the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":50}

Explanation: The video is visually high-quality and maintains perfect fidelity to the first frame, but it fails to capture the requested motion of the airplane traveling across the sky, as the plane remains nearly stationary in the center of the frame. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}


Prompt: The man on the left slowly lowers his hand from his chin, then gestures outward with his right arm toward the laptop screen while speaking. The man on the right holds a pen, subtly shifting his grip and adjusting his posture while looking at the screen. The woman remains focused on the laptop, occasionally nodding slightly. The camera is static throughout the shot, maintaining a medium close-up framing of three business professionals collaborating during a meeting in an office setting.

Explanation: The video maintains high fidelity to the first frame and good camera composition, but suffers from significant motion artifacts, particularly with the man's arm and the pen held by the other man. The prompt's specific actions (nodding, gesturing) are only partially or poorly executed. | overall_score=68 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":65,"visual_quality":75,"camera_composition":85}

Explanation: The video successfully maintains the initial scene composition and character identities, but the motion quality is hampered by significant warping artifacts in the arm gesture and jittery, unnatural movement of the pen. While the prompt's core actions are attempted, the execution lacks the fluidity and realism required for high-quality motion. | overall_score=68 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":75,"motion_quality":60,"temporal_consistency":65,"visual_quality":70,"camera_composition":85}

Explanation: The video maintains high fidelity to the first frame and good visual quality, but fails to fully execute the specific motion requirements of the prompt. The arm movement of the man on the left is poorly rendered with significant morphing artifacts, and the other characters lack the requested subtle movements. | overall_score=68 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":65,"visual_quality":80,"camera_composition":90}


Prompt: The horse stands in a grassy field and slowly lowers its head and neck downward toward the ground, maintaining this lowered position for the remainder of the clip. Its mane and tail sway gently in the wind throughout the duration. The camera remains completely static, maintaining a wide, side-profile framing of the horse as it grazes in the open meadow.

Explanation: The video successfully follows the prompt's instructions, maintaining a static camera and accurately depicting the horse lowering its head to graze. While there are minor temporal artifacts in the neck area during the motion, the overall visual quality and fidelity to the conditioning frame are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully executes the requested motion of the horse lowering its head to graze while maintaining a static camera. While there are minor artifacts in the tail's motion, the overall temporal consistency 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":95}

Explanation: The video successfully captures the requested motion of the horse lowering its head while maintaining the static camera and first-frame fidelity. There are minor artifacts in the tail movement and some texture flickering, but the overall quality is high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}


Prompt: A flock of seagulls flies across a bright sky, their wings flapping rhythmically as they glide in various directions through the frame. Several birds pass close to the camera, creating a sense of depth and motion blur as they traverse the field of view. The camera remains static, capturing the birds from a low angle looking upward at the vast expanse of sky. The scene is defined by the constant, fluid movement of multiple gulls against a backdrop of wispy clouds.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While there are minor temporal artifacts in the wing flapping and some slight geometry shifts in the background, the overall motion quality and adherence to the prompt are very 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 maintains high fidelity to the conditioning frame and effectively captures the requested motion and composition. While there are minor instances of temporal instability in the bird's anatomy, the overall visual quality and adherence to the prompt are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While there are minor instances of temporal instability in the bird's anatomy, the overall motion quality and adherence to the prompt are very 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}


Prompt: The rowers in the yellow shell perform a rhythmic, synchronized stroke, pulling their oars backward through the water and then swinging them forward in unison to reset. The boat glides steadily forward across the water, leaving a small wake behind it. The camera remains static in a high-angle, wide shot, capturing the entire boat as it moves away from the viewer toward the distant shoreline. A small, stationary boat floats in the background on the calm, rippling water.

Explanation: While the video starts with high fidelity to the conditioning frame, it suffers from catastrophic structural failure as the animation progresses. The boat and rowers lose their physical integrity, morphing into an unrecognizable yellow shape, and the rowing motion is completely non-functional. | 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 conditioning frame, it suffers from catastrophic geometric failure almost immediately. The boat and rowers lose all structural integrity, morphing into a distorted yellow shape, which makes the motion quality and temporal consistency extremely poor. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"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 conditioning frame, it suffers from catastrophic structural failure as the animation progresses. The boat and rowers lose all physical coherence, morphing into a distorted yellow shape, which fails to represent the rhythmic rowing action requested in the prompt. | 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 camera performs a slow, steady forward dolly movement, gradually closing the distance toward the central stone cathedral. As the camera advances, the perspective shifts slightly to reveal more of the surrounding townscape and the green fields in the distance. The scene remains otherwise still, with no movement from the buildings or trees, focusing entirely on the smooth, continuous approach of the aerial perspective toward the prominent church structure set within the residential town.

Explanation: The video maintains high visual fidelity and stability, but the requested camera motion is too subtle to be effectively perceived as a clear dolly-in, resulting in a slightly static feel. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video is visually high-quality and maintains perfect fidelity to the first frame, but it fails to fully execute the requested camera movement, resulting in a very static and underwhelming dolly effect. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}

Explanation: The video maintains high visual fidelity and temporal stability, perfectly matching the first frame. However, the requested camera motion is too subtle, resulting in a nearly static shot that fails to fully realize the dynamic dolly movement 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":85}


Prompt: Two ducks swim slowly from the left side of the frame toward the center of the pond, leaving gentle, rippling wakes behind them in the otherwise calm water. The camera remains completely static, maintaining a wide, eye-level shot of the serene park setting. The scene features a tranquil pond surrounded by lush green trees and a small arched footbridge in the distance, providing a peaceful backdrop for the ducks as they glide across the surface.

Explanation: The video maintains high visual quality and adheres well to the prompt, with the camera remaining static as requested. The motion of the ducks is smooth and consistent, though the species identification is slightly off, and the wake physics are slightly stylized. | 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 demonstrates high fidelity to the conditioning frame and successfully executes the requested motion. While the subjects are technically geese rather than ducks, the overall quality, stability, and adherence to the scene description 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":95}

Explanation: The video adheres very well to the prompt and maintains high visual fidelity to the conditioning frame. While the species of the birds is slightly off and the swimming motion is a bit stiff, the overall execution is highly successful. | 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: A vintage steam locomotive travels steadily from the right side of the frame toward the left, moving along the tracks. Thick, dark grey smoke billows continuously from the train's chimney, drifting upward and trailing behind the engine. The camera remains in a fixed, static position, maintaining a low-angle, wide shot of the train as it passes through the grassy, open landscape. The train maintains a consistent speed throughout the entire five-second duration of the clip.

Explanation: The video successfully maintains the first frame's integrity and adheres well to the prompt's requirements for a steady, low-angle shot of a steam locomotive. While there is some minor jitter in the motion, 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 successfully maintains the scene's composition and adheres well to the prompt's requirements for the train's movement and smoke. While there is some minor jitter in the motion, 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 maintains high fidelity to the conditioning frame and follows the prompt's directional and atmospheric requirements well. The primary drawback is the lack of mechanical animation for the train's wheels, which detracts from the realism of the motion. | 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 woman remains perfectly still for the duration of the clip, maintaining a steady gaze forward before slowly closing her eyes during the final second. The camera is static, maintaining a medium close-up shot of the subject throughout the entire sequence. The subject is a young woman with her hair in a bun, positioned centrally against a soft-focus background of green foliage.


Prompt: A young man and woman stand facing each other in a parking lot at night. The man slowly lowers a folded banknote from his face, bringing his hand down to meet the woman’s outstretched hands. He carefully places the money into her palms, and she accepts it while they both maintain eye contact and smile. The camera remains static throughout the entire interaction, maintaining a medium shot that captures the exchange between the two figures.

Explanation: The video successfully executes the requested action with high fidelity to the first frame and good character interaction. The primary weakness is the slight morphing of the banknote during the transfer, which slightly degrades the motion quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully executes the requested action with high fidelity to the first frame. While there is some minor morphing of the banknote during the exchange, the overall temporal consistency and visual quality are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video demonstrates high fidelity to the conditioning frame and successfully executes the requested action with natural motion. While there are minor artifacts in the hand movement and slight texture instability on the banknote, 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":85,"visual_quality":90,"camera_composition":95}


Prompt: The sailboat drifts slowly from left to right across the frame, maintaining a steady horizontal path against the distant horizon. The water surface remains in constant, gentle motion, with sunlight shimmering and rippling across the waves in the foreground. The camera is static, maintaining a wide, fixed framing of the ocean scene. A lone sailboat sits on the water under a clear sky, moving gradually across the calm sea.

Explanation: The video maintains high visual fidelity and adheres well to the static camera and scene composition requirements. However, the motion of the sailboat is almost imperceptible, making it difficult to confirm the requested drift, and the water animation is slightly artificial. | 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 maintains high visual fidelity and composition, but the motion of the sailboat is almost imperceptible, making it feel more like a static image than a video of a drifting boat. | 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 generated video is essentially a static image; it fails to animate the sailboat or the water as specified in the prompt, resulting in a complete lack of motion quality. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":50}


Prompt: The commercial airplane maintains a steady flight path, moving diagonally from the upper left toward the lower right of the frame until it exits the view. The camera remains static, capturing the aircraft in a fixed, side-profile framing against a cloudy sky. The plane is the primary subject, shown in a clear, consistent trajectory as it travels across the open atmosphere, gradually disappearing from the frame as the video concludes.

Explanation: The video successfully follows the prompt's instructions for a diagonal flight path and maintains high fidelity to the conditioning frame. While there is some minor temporal jitter, the overall motion is fluid and the visual quality remains high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":85}

Explanation: The video maintains high fidelity to the first frame and captures the requested flight path well, although the plane does not fully exit the frame by the end of the clip. The motion is smooth and the visual quality is high, with only minor structural jitter present. | 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 follows the prompt's instructions for a diagonal flight path and static camera. While there is some minor temporal jitter, the overall visual quality and adherence to the conditioning frame 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":85}


Prompt: Ocean waves roll rhythmically toward the shore, breaking into white foam that spreads across the wet sand. A person walks slowly along the beach in the distance, moving away from the camera. The camera performs a smooth, continuous forward dolly movement, gliding over the coastline while maintaining a high-angle perspective. This aerial view captures a vast, sunlit beach scene with buildings lining the dunes, emphasizing the steady, forward progression of the camera and the constant, repetitive motion of the surf.

Explanation: The video successfully captures the requested scene with high fidelity to the first frame and good adherence to the prompt's elements. The primary limitation is a slight lack of smoothness in the camera movement and minor temporal inconsistencies in the wave motion. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the conditioning frame and captures the essence of the prompt well. The primary drawbacks are minor motion artifacts in the camera movement and the character's gait, which prevent a perfect score. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the conditioning frame and effectively captures the requested scene elements. While the camera movement and the person's walking animation exhibit minor artifacts, the overall quality is high and consistent. | 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: Multiple angelfish swim slowly and independently through the water, moving in various directions across the frame. One orange-and-white fish glides steadily from the right side toward the center, while other smaller fish drift near the floating rock formations. The camera remains completely static, maintaining a fixed, wide-angle view of the scene. The setting features several moss-covered rock islands suspended in a dark, aquatic environment, with the fish navigating the open space between them.

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

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene elements and motion. The motion is generally smooth, though there are minor temporal artifacts in the fish movement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene elements and motion. The motion is generally smooth, though there are minor instances of jitter in the fish 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}


Prompt: The wooden fishing boat gently rocks up and down in the water, causing the vessel to rhythmically rise and fall against the stationary wooden pier. The camera remains static, maintaining a fixed side-profile framing of the boat hull and the surrounding harbor. This scene captures a traditional fishing boat moored at a dock, with the gentle motion of the sea creating a subtle, continuous bobbing effect throughout the entire five-second duration of the clip.

Explanation: While the video maintains the visual fidelity of the first frame perfectly, it fails significantly on motion quality and prompt adherence. The prompt explicitly requests a rocking boat and moving water, but the generated video is essentially a static image with no perceptible movement. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":95}

Explanation: While the video maintains the visual fidelity of the first frame perfectly, it fails significantly on the motion requirements of the prompt. The boat and water are essentially static, lacking the requested rhythmic rocking and bobbing motion, resulting in a very poor motion quality score. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":95}

Explanation: While the video maintains excellent fidelity to the first frame and high visual quality, it fails significantly on the motion requirements of the prompt. The boat and water remain essentially frozen, lacking the requested rhythmic rocking and bobbing effect. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":90}


Prompt: A young man sits on a concrete ledge by a lake, holding a skateboard upright. He slowly rotates the board clockwise, lowering it until it rests flat on the ground in front of him. He then releases his grip, resting his hand briefly on the deck before pulling it away. The camera remains static throughout the entire sequence, maintaining a medium shot of the subject from behind against the calm water and distant treeline.


Prompt: A wooden spoon stirs a pot of corn kernels in a circular motion, moving clockwise through the liquid. The spoon repeatedly sweeps across the bottom and sides of the metal pot, creating a consistent swirling current in the mixture. The camera remains static throughout the entire clip, maintaining a fixed, high-angle close-up shot of the cooking process. A hand holds the spoon, guiding the rhythmic, repetitive stirring motion as steam rises from the pot.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static camera and stirring action. While the motion of the spoon is slightly mechanical and exhibits minor temporal jitter, the overall visual quality and adherence to the scene description are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video successfully maintains the first frame and follows the prompt's instructions for a circular stirring motion. While there are minor artifacts related to texture stability and edge flickering, the overall quality is high and the motion is natural. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and follows the prompt's instructions well. While the motion of the spoon is slightly robotic and the steam effect is a bit simplistic, the overall visual quality and temporal consistency are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}


Prompt: A woman sits on the grass with a group of children wearing red bucket hats, all focused on drawing. The woman holds a piece of paper for a young boy, guiding his hand as he moves a green pencil across the page. The camera remains static throughout the entire clip, maintaining a medium shot that captures the group from behind and the side as they continue their quiet, collaborative drawing activity on the lawn.

Explanation: While the video maintains excellent fidelity to the first frame and high visual quality, it fails significantly on motion quality and prompt adherence. The subjects remain almost entirely static, failing to show the collaborative drawing activity or the guiding of the boy's hand as requested in the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":80}

Explanation: While the video maintains the visual style and composition of the first frame perfectly, it fails significantly on motion quality and prompt adherence. The scene is static, lacking the requested interaction and drawing activity, making it feel more like a still image than a generated video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":80}

Explanation: While the video maintains excellent fidelity to the first frame and holds a stable composition, it fails significantly on motion quality and prompt adherence. The subjects are completely static, failing to perform the collaborative drawing action requested in the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":90}


Prompt: The camera performs a smooth, continuous vertical drone ascent, rising steadily away from the rooftop of a tall residential apartment building. As the camera gains altitude, the perspective shifts from a tight overhead view of the roof to a wider aerial shot, revealing more of the surrounding urban landscape and street layout below. The subject is a modern high-rise apartment complex, captured from a top-down perspective that gradually expands to show the building in its broader environment.

Explanation: The video perfectly matches the conditioning frame and executes the requested vertical drone ascent with high stability and visual fidelity. The motion is smooth and the urban environment is rendered consistently throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully executes the requested drone ascent while maintaining high visual fidelity to the conditioning frame. The motion is generally smooth, though the scale of the ascent could be more pronounced to better capture the 'broader environment' as requested in the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: The video successfully executes the requested drone ascent, maintaining high fidelity to the conditioning frame and consistent architectural geometry throughout the movement. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}


Prompt: A small, dark brown clay teapot sits motionless on a textured bamboo mat. Throughout the five-second duration, the camera performs a slow, steady zoom-in toward the center of the teapot, gradually tightening the framing on the vessel. There is no other movement in the scene; the teapot remains completely still, and the background remains static as the camera lens focuses closer on the subject.

Explanation: The video successfully maintains the static nature of the subject and background while executing a zoom-in. The motion is slightly jittery, and the zoom could be more aggressive, but it adheres well to the prompt's core requirements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}

Explanation: The video demonstrates high fidelity to the first frame and successfully executes the requested camera movement with minimal artifacts. While the zoom is slightly subtle and exhibits minor jitter, the overall temporal consistency and visual quality are very strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video successfully maintains the static nature of the subject and background while executing a zoom-in. The motion is slightly uneven, but the overall fidelity to the first frame and the prompt's core requirements is high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":85}


Prompt: A white car travels along a paved path, moving from the bottom left toward the center of the frame. The vehicle maintains a steady pace throughout the duration of the clip. The camera remains in a high-angle, static aerial position, overlooking a lush green parkland with a large, dark pond. The scene captures the car navigating the winding trail through the open grassy landscape, surrounded by scattered trees and natural terrain.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested scene elements. While the car's motion is slightly stuttered, the overall temporal consistency and visual quality are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested scene. While the car's motion is slightly uneven, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested scene. While the car's motion is slightly uneven, the overall temporal consistency and visual quality are strong, making for a convincing aerial shot. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}


Prompt: The sun slowly descends behind a distant mountain range, gradually sinking below the horizon line as the sky transitions through deeper shades of orange and gold. A thick, stationary layer of clouds blankets the valley floor, remaining still throughout the duration of the shot. The camera remains completely static, maintaining a wide, fixed landscape framing of the sunset over the cloud sea. This is a serene, high-altitude view of a sunset above a cloud inversion.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's constraints, particularly the static camera and the specific atmospheric conditions. The motion is smooth and consistent, with only very minor temporal artifacts in the cloud layer. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":92,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested sunset scene with a static camera and consistent lighting transitions. The motion of the sun is fluid and realistic, and the overall visual quality is high, with only minor issues regarding cloud motion stability. | 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 adheres well to the prompt, maintaining a static camera and a consistent, serene atmosphere. The motion of the sun is fluid, though the cloud layer exhibits slight temporal instability in the latter half of the clip. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":92,"visual_quality":90,"camera_composition":95}


Prompt: A man in a light-colored jacket walks steadily from left to right across the foreground, passing a street food vendor. Simultaneously, a man in a dark jacket walks in the opposite direction, moving from right to left behind the vendor. The camera remains static throughout the entire duration, maintaining a fixed medium shot of the busy pedestrian walkway. The scene captures the continuous flow of people passing by a chestnut roasting cart on a city street.

Explanation: The video successfully captures the requested multi-directional pedestrian flow and maintains the static camera composition. However, there is noticeable temporal instability and flickering, particularly around the vendor and the background, which detracts from the overall motion quality. | 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 successfully executes the complex prompt requirements, including the simultaneous movement of two individuals in opposite directions. While there is some minor temporal instability in the background, the overall visual quality and adherence to the conditioning frame are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates strong adherence to the prompt's complex motion requirements and maintains high fidelity to the conditioning frame. However, there is noticeable temporal instability and flickering, particularly around the vendor and the background, which slightly detracts from the overall visual quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":75,"visual_quality":85,"camera_composition":90}


Prompt: A small motorboat travels steadily from the center toward the right side of the frame, leaving a visible white wake behind it on the water. Meanwhile, a second, smaller boat remains stationary in the lower-left quadrant. The camera maintains a high-angle, static aerial view over a vast network of floating fish farming cages and mangrove-lined shores. The scene captures the calm, rhythmic movement of the boat across the expansive, still water surface throughout the entire duration of the clip.

Explanation: The video demonstrates strong adherence to the prompt and maintains high visual fidelity to the conditioning frame. While the motion of the boat and its wake could be more fluid, 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":90,"camera_composition":95}

Explanation: The video adheres very closely to the prompt and maintains high visual fidelity to the conditioning frame. The primary minor issue is a slight lack of fluid motion in the boat's movement, but it remains a high-quality generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}

Explanation: The video successfully maintains the requested scene layout and adheres well to the prompt's specific instructions regarding boat placement and movement. While the motion of the primary boat is slightly mechanical, the overall visual quality and temporal stability 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":90}