Prompt: The camera performs a slow, steady drone-style pan to the right, maintaining a high-angle, fixed-position aerial view of the entire landscape. Throughout the five-second duration, the scene remains entirely static with no movement from the people, the water, or the surrounding foliage. The composition captures a serene, manicured Japanese-style garden featuring a red arched bridge, a small pond, and decorative koi fish sculptures on the ground, all held in a completely frozen state.

Explanation: The generated video fails to execute the requested camera movement, remaining almost entirely static in terms of framing while suffering from significant temporal instability and flickering. While the first frame is highly accurate to the conditioning image, the lack of intended motion and the presence of noise make it a poor adherence to the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":20}

Explanation: The video fails significantly on the motion constraints, as the water and foliage exhibit noticeable movement despite the prompt explicitly requiring a completely static scene. Furthermore, the requested slow, steady drone-style pan is poorly executed, resulting in a jittery and unnatural camera movement. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":60,"visual_quality":70,"camera_composition":50}

Explanation: The video fails to perform the requested camera pan, remaining almost entirely static in terms of framing. Furthermore, the model failed to maintain the requested 'frozen' state, as there is significant temporal noise, shimmering, and warping across the foliage and water surfaces. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":60,"visual_quality":70,"camera_composition":50}


Prompt: Pink, white, and teal ink plumes billow and swirl slowly downward through clear water, expanding into soft, cloud-like tendrils that drift and dissipate in fluid, organic patterns. The ink clouds gradually settle and spread toward the bottom of the frame while maintaining a continuous, gentle motion. The camera remains completely static throughout the entire duration, maintaining a fixed, centered framing of the colorful ink suspension within the transparent container.

Explanation: While the model successfully maintains the first frame, it fails entirely to generate any motion, resulting in a static image rather than a video. The prompt's requirement for 'billowing', 'swirling', and 'gentle motion' is completely ignored. | overall_score=15 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":20,"motion_quality":0,"temporal_consistency":0,"visual_quality":10,"camera_composition":60}

Explanation: The video is visually stunning and perfectly matches the first frame, but the motion is too minimal to fully capture the dynamic, swirling nature of ink in water described in the prompt. | 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: The woman smiles and turns her head slightly to the right while engaging in conversation, her mouth moving as she speaks. A hand enters the frame from the right side, gesturing with a pointing finger toward the woman before retracting. The camera remains static throughout the shot, maintaining a medium close-up framing of the woman in her sun hat and bikini as she relaxes by the poolside.

Explanation: The video successfully maintains the subject's identity and the static camera composition requested. While the hand gesture is present, the hand itself suffers from noticeable morphing artifacts, and the lip-syncing is slightly robotic, though the overall visual quality remains high. | 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 maintains the subject's identity and the overall scene composition from the conditioning frame. While the hand gesture is slightly stiff, the overall motion and temporal consistency are strong, and the prompt requirements are largely met. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully adheres to the prompt, maintaining the requested composition and subject identity. While the hand gesture is slightly stiff, the overall motion and temporal consistency are high, resulting in a high-quality generation. | 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: The camera remains static, capturing a bustling Times Square intersection at night. A yellow taxi drives steadily from the right foreground toward the left, exiting the frame. Simultaneously, a line of cars in the center lane moves slowly forward, while pedestrians walk along the sidewalk on the left. The traffic flow is continuous and steady throughout the duration of the clip, maintaining a consistent pace as vehicles navigate the busy city street.

Explanation: The generated video fails to animate the scene according to the prompt, resulting in a near-static image where none of the requested actions (taxi movement, pedestrian walking, traffic flow) occur. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}

Explanation: The generated video fails to execute any of the requested motion prompts, resulting in a static image rather than a video. While the first frame fidelity is high, the lack of movement makes it a failure in terms of video generation. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}

Explanation: The generated video fails to animate the scene as requested in the prompt. While the first frame is perfectly preserved, the video is essentially a static image with no discernible motion, failing to depict the movement of the taxi, cars, or pedestrians. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":80}


Prompt: A small motorboat travels steadily from the center of the frame toward the distant stone bridge, leaving a faint, narrowing wake behind it. The camera remains static, maintaining a wide, elevated view of the reservoir. The water surface displays subtle, rhythmic ripples that move across the frame, while the boat maintains a consistent, slow forward trajectory throughout the entire five-second duration, gradually shrinking in size as it approaches the bridge in the background.

Explanation: The video maintains high visual quality and strong adherence to the conditioning frame, though it fails to perfectly align the starting position of the boat with the prompt's instruction to start from the center of the frame. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and follows the prompt's motion requirements well. The primary issue is a slight artifacting during the initial frames where the boat materializes, but the overall visual quality and temporal stability are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested camera and subject motion. The primary drawback is the initial appearance of the boat, which lacks a smooth transition from the static first frame, and some minor artifacts in the wake simulation. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}


Prompt: A woman sits on a wooden floor surrounded by potted plants, holding a rubber plant with exposed roots. She slowly lowers the root ball into a white ceramic pot, carefully guiding it into the center. Her hands remain steady as she adjusts the plant's position. The camera remains static throughout the entire sequence, maintaining a medium shot that captures the woman from the waist up as she focuses intently on the task of repotting her plant.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively executes the requested action of repotting the plant. While there is a slight lack of fluid, complex motion in the later stages of the clip, the overall visual quality and temporal stability are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively executes the requested action of repotting the plant. While there is some minor clipping during the hand-object interaction, 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 executes the requested action of repotting the plant. The motion is generally smooth and consistent, though the hand movements exhibit a slight lack of natural fluidity towards the end of the sequence. | 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: A white car drives steadily from left to right across the intersection in the middle distance. Simultaneously, a dark vehicle travels in the opposite direction, moving from right to left across the same intersection. The camera performs a slow, smooth dolly-in movement, gradually pushing forward toward the large, light-colored building centered in the background. The scene depicts a quiet urban street canyon framed by tall skyscrapers and green trees, with the camera maintaining a consistent, forward-tracking perspective throughout the entire duration.

Explanation: While the video maintains the visual style and composition of the first frame, it fails significantly on prompt adherence regarding the required vehicle movements. The white car vanishes, the dark vehicle is missing entirely, and the requested camera movement is barely perceptible. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":40,"temporal_consistency":50,"visual_quality":70,"camera_composition":40}

Explanation: The video maintains excellent fidelity to the first frame and high visual quality, but it fails to fully execute the complex motion requirements of the prompt, specifically the dual-vehicle interaction and the distinct dolly-in camera movement. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":60,"motion_quality":65,"temporal_consistency":70,"visual_quality":80,"camera_composition":55}

Explanation: The video maintains excellent visual fidelity to the first frame, but fails to fully execute the complex motion requirements of the prompt, specifically the dual-vehicle interaction and the distinct dolly-in camera movement. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":60,"motion_quality":65,"temporal_consistency":70,"visual_quality":80,"camera_composition":55}


Prompt: The clouds drift steadily from left to right across the sky, maintaining their general shape while slowly shifting in position. The camera remains in a fixed, static wide shot, capturing the expansive horizon over the town and forest. This is a time-lapse view of a bright, clear day over a suburban landscape, where the only movement is the continuous, horizontal flow of the cloud formations against the deep blue sky.

Explanation: The video successfully captures the requested time-lapse effect with a static camera and steady cloud movement. While there is some minor morphing and jitter in the clouds, the overall visual quality and adherence to the prompt are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested time-lapse effect with a static camera and consistent cloud movement. While there is a minor amount of jitter in the cloud motion, the overall quality and adherence to the prompt are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video successfully captures the requested time-lapse effect with high fidelity to the first frame and consistent motion. The clouds move naturally across the sky, and the static camera composition is well-maintained throughout the sequence. | 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 forward dolly movement, traveling steadily over the length of the industrial facility. As the camera glides forward, the perspective shifts to reveal more of the factory roof and the surrounding landscape, maintaining a consistent high-angle aerial framing throughout the entire five-second duration. The subject is a large, elongated industrial warehouse complex situated within a sprawling suburban and manufacturing district, captured from a high-altitude vantage point.

Explanation: The video fails to execute the requested forward dolly movement, remaining almost entirely static throughout the duration. While the initial frame is highly faithful to the conditioning image, the lack of motion and failure to adhere to the primary prompt instruction significantly degrades the overall score. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":35}

Explanation: The video fails to adhere to the prompt's core requirement of a smooth, continuous forward dolly movement. The camera remains almost entirely static throughout the duration, resulting in a lack of motion and failure to reveal more of the facility as requested. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":80,"visual_quality":70,"camera_composition":30}

Explanation: The video fails to adhere to the prompt's core requirement of a smooth, continuous forward dolly movement. The camera remains almost entirely static throughout the duration, resulting in a lack of the requested motion and perspective shift. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":80,"visual_quality":70,"camera_composition":30}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over a vast, open wetland landscape. The perspective maintains a consistent high-angle aerial view, tracking forward along the winding path of a narrow stream that cuts through the marshy terrain. There is no other motion in the scene; the water remains still, and the surrounding fields and distant hills are completely static throughout the entire five-second duration of the shot.

Explanation: The video maintains high visual fidelity and adheres well to the prompt's requirement for a static scene. However, the requested forward dolly movement is so minimal that it is barely discernible, which slightly impacts the motion quality and camera composition scores. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":80}

Explanation: The generated video is essentially a static image that fails to execute the requested camera movement, resulting in a complete failure to adhere to the 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":50,"camera_composition":30}

Explanation: The generated video is a static image that fails to execute the requested camera movement, resulting in a complete failure to adhere to the 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":50,"camera_composition":30}


Prompt: The small black and tan chihuahua remains in a static, close-up profile shot, looking steadily toward the right side of the frame. Throughout the five-second duration, the dog maintains a consistent, rapid panting motion, with its pink tongue flickering slightly in and out of its mouth. The camera remains completely still, capturing the dog in a fixed, unwavering position against a blurred indoor background.

Explanation: The video adheres very well to the prompt, maintaining a static camera and a consistent subject. While the panting motion is slightly repetitive, it is visually convincing and maintains temporal stability throughout the duration. | 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 successfully maintains the identity of the dog from the first frame and adheres well to the prompt's constraints. While the panting motion is slightly mechanical, the overall temporal consistency and visual fidelity are very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's requirements for a static shot. While the motion is present, it is slightly less dynamic than the 'rapid' panting requested, but the overall quality is very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":100}


Prompt: The camera performs a smooth, continuous downward tilt while maintaining a high-angle, static horizontal position. As the camera tilts, the perspective shifts from the upper levels of the unfinished skyscraper down toward the lower floors and the surrounding urban streetscape. The tall, concrete high-rise building remains the central subject throughout the descent, with the surrounding city grid gradually revealing more of the ground-level activity and nearby residential structures as the camera pans downward.


Prompt: The camera performs a smooth, continuous forward dolly movement, gliding steadily toward the dense, green forest covering the hillside. As the camera advances, the perspective shifts slightly, revealing more detail in the tree canopy while maintaining a consistent elevation. The framing remains wide, capturing the expansive slope and the rocky ridge line in the distance. This steady, forward-moving shot emphasizes the scale of the lush, forested landscape as the viewer is drawn deeper into the scene.

Explanation: While the model successfully maintains the initial scene composition, it fails completely to execute the requested camera movement. The resulting video is static and suffers from distracting temporal flickering, failing to meet the core motion requirements of the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":20}

Explanation: While the model successfully maintains the initial scene composition, it fails completely to execute the requested camera movement, resulting in a static image with minor, distracting texture flickering rather than a smooth dolly shot. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: While the model successfully maintains the initial scene composition, it fails completely to execute the requested camera motion, resulting in a static, flickering image rather than a dynamic dolly shot. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":30,"visual_quality":60,"camera_composition":20}


Prompt: The camera performs a steady, continuous aerial pull-back, moving backward and slightly upward to reveal more of the mountain slope. As the camera retreats, the dense forest of evergreen trees on the left and the vibrant yellow aspen trees on the right remain stationary, while the small, flowing stream at the base of the slope shifts downward and out of the frame. This smooth, wide-angle drone shot captures a tranquil, forested mountain valley during the autumn season.

Explanation: The video successfully executes the requested aerial pull-back while maintaining high visual fidelity and temporal consistency. The motion is generally smooth, though there is a minor jitter, and the scene elements behave as described in the prompt. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video adheres very well to the prompt, maintaining the scene's integrity while executing the requested camera movement. The motion is generally smooth, though there is minor jitter, and the overall visual quality is high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":85}

Explanation: The video successfully executes the requested camera movement while maintaining high visual fidelity and temporal consistency. The motion is smooth and adheres well to the prompt, with only minor jitter in the water flow. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}


Prompt: Thick white steam continuously rises and billows upward from the center of the metal pot, swirling and dissipating into the dark background. The steam flow remains consistent in intensity and volume throughout the entire duration. The camera remains completely static, maintaining a fixed, eye-level medium shot of the pot resting on a stovetop. This scene captures a simple, steady cooking process in a kitchen setting, focusing entirely on the persistent vertical movement of the rising steam.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested steam effect with realistic, consistent motion. The composition remains static as requested, and the overall visual quality is high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video adheres very well to the prompt, maintaining a static camera and a consistent, realistic steam effect. The first frame is perfectly preserved, and the overall visual quality is high, with only minor, subtle repetition in the steam's motion. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":100}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested steam motion with good temporal consistency and visual quality. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: Two people sit motionless on the crest of a sand dune, their backs to the camera, overlooking a vast desert landscape. Throughout the five-second clip, the camera performs a slow, steady zoom-in, gradually tightening the framing on the two figures. The wind causes subtle, rippling movements across the surface of the sand, while the subjects remain completely still, observing the expansive, sunlit dunes that stretch toward the horizon.

Explanation: The video maintains high visual quality and excellent fidelity to the first frame. However, the requested camera movement (zoom-in) is too subtle to be clearly identified as a deliberate, steady action, and there is slight texture instability in the sand. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":75}

Explanation: The video is visually impressive and maintains high fidelity to the first frame, but the requested camera movement is too minimal to be considered a successful execution of a 'steady zoom-in'. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":75}

Explanation: The video maintains high visual fidelity to the first frame and successfully captures the requested atmosphere and subject behavior. However, the camera movement is too minimal to be considered a clear zoom-in, and there is slight temporal instability in the textures. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":80}


Prompt: The man sits motionless in the desert, his head slowly turning from right to left as he gazes across the landscape. The palm fronds in the foreground and background sway gently in the wind throughout the duration of the clip. The camera remains completely static, maintaining a wide, eye-level framing of the subject. A man in a white thobe sits on a sand dune in a desert setting with palm trees and distant mountains visible in the background.

Explanation: The video adheres well to the prompt, maintaining a static camera and a consistent environment. The primary motion of the man turning his head is present, though the execution is slightly stiff. Overall, it is a high-quality generation that respects the conditioning frame. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video adheres well to the prompt, maintaining a static camera and a consistent environment. While the head movement is slightly stiff, the overall visual quality and fidelity to the conditioning frame are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video adheres well to the prompt and maintains high visual quality and fidelity to the first frame. The primary limitation is the slightly unnatural motion of the subject's head and the relatively minimal movement of the palm fronds. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A woman in a dark blue shirt and a man in a light blue shirt jog steadily toward the camera, their arms pumping in rhythm with their strides. Behind them, a woman with curly blonde hair walks forward, holding a small dog on a leash. The camera remains static, maintaining a medium shot of the runners as they approach from the background. The scene is set on a busy city sidewalk with pedestrians and a stroller visible in the blurred background.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene elements, though the dog's sudden appearance and slightly unnatural running gait detract from the overall realism. | 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 maintains high fidelity to the first frame and captures the core elements of the prompt well, though the motion of the runners feels slightly unnatural and the dog's entry into the scene is abrupt. | 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 maintains high fidelity to the first frame and successfully incorporates the requested elements, though the dog's sudden appearance and slightly unnatural running motion prevent a higher score. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: A combine harvester and a tractor with a grain cart move steadily from right to left across a vast field. As they travel, the combine kicks up a large, persistent cloud of dust that drifts behind it. The camera maintains a static, wide-angle aerial view, capturing the machinery as it traverses the landscape against the backdrop of a setting sun. The scene depicts agricultural harvesting equipment working in tandem across a flat, open field at dusk.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While the motion of the vehicles is somewhat subtle, 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":95,"visual_quality":90,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene with good temporal consistency. The motion of the machinery and the dust cloud is convincing, though the background remains largely static. | 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 conditioning frame and effectively captures the requested motion of the agricultural machinery. The temporal consistency is strong, with only minor jitter in the dust simulation. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: The three blades of the large white wind turbine rotate steadily in a clockwise direction, maintaining a consistent speed throughout the entire duration of the clip. The camera remains completely static, providing a fixed, high-angle aerial view of the scene. The primary subject is a tall wind turbine situated in a snowy, forested landscape with a winding dirt road and a small vehicle parked nearby, all captured from a stable, elevated perspective.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for camera stability and turbine motion. The primary issues are minor temporal artifacts and slight geometric jittering of the blades during the animation. | 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 maintains high fidelity to the conditioning frame and successfully captures the requested motion and environment. The primary issues are minor temporal artifacts in the blade movement, 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":90}


Prompt: A person on a bicycle rides along a paved path from the right side of the frame toward the left, passing through the center of the park. Simultaneously, a pedestrian walks along the same path in the same direction. The camera remains static in a high-angle, wide shot, capturing the entire scene from above. The setting is a public park with green lawns, scattered trees, and residential apartment buildings in the background.

Explanation: While the video maintains the static camera and background of the conditioning frame, it fails significantly on prompt adherence by failing to generate the requested bicycle and pedestrian, replacing them with an unrecognizable dark object. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":70}

Explanation: While the video maintains the static camera and background of the first frame, it completely fails to generate the requested subjects (a cyclist and a pedestrian). Instead, it introduces a poorly rendered black vehicle that moves across the scene, failing the primary prompt requirements. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":80}

Explanation: While the video successfully maintains the static camera angle and the initial scene composition, it fails almost entirely to animate the requested subjects. The 'motion' is barely perceptible and does not depict the requested actions, resulting in a failure to adhere to the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":80}


Prompt: The water surface exhibits a continuous, gentle rippling motion, creating rhythmic, shifting patterns that distort the reflection of the sky and clouds. These small waves propagate steadily across the lake, maintaining a consistent, tranquil pace throughout the entire duration. The camera remains completely static, providing a fixed, wide-angle view of the landscape. This scene captures a calm, expansive lake with a prominent mountain in the distance under a bright, cloud-filled sky, emphasizing the fluid, repetitive movement of the water.

Explanation: While the model successfully maintains the composition and fidelity of the first frame, it fails completely to generate the requested motion. The water remains static throughout the entire duration, resulting in a failure to adhere to the core prompt requirement of continuous rippling. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":90}

Explanation: While the model successfully maintains the visual fidelity of the first frame and adheres to the static camera requirement, it fails completely to generate the requested motion. The water remains almost entirely frozen, failing the core requirement 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":90}

Explanation: While the model successfully maintains the composition and fidelity of the first frame, it fails significantly on the primary requirement of the prompt: generating continuous, gentle rippling motion in the water. The resulting video is effectively a static image with no meaningful temporal dynamics. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":90}


Prompt: The camera performs a smooth, continuous drone dolly forward over expansive, vibrant tulip fields arranged in long, parallel diagonal rows. As the camera advances, the perspective shifts to reveal a wider landscape, eventually uncovering a large, solid blue field and distant rural buildings at the horizon. The motion is steady and linear, maintaining a consistent high-angle, top-down perspective throughout the entire five-second sequence, gradually unveiling more of the surrounding agricultural terrain as it moves forward.

Explanation: The video successfully executes the requested drone dolly movement while maintaining high visual quality and temporal stability. It accurately reveals the landscape features described in the prompt without significant artifacts or identity drift. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, effectively executing the requested drone dolly movement while maintaining visual consistency and accurately revealing the landscape elements described in the prompt. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, perfectly adhering to the prompt's requirements for a smooth drone dolly shot and the specific landscape transitions. The visual quality is high, and the temporal consistency is maintained throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":92,"camera_composition":90}


Prompt: A white car drives forward along a two-lane road lined with yellow ginkgo trees, gradually moving from the center toward the left side of the frame. Behind it, a red bus approaches from the distance, maintaining its position in the center lane. A dark van travels in the opposite direction on the right side of the road. The camera remains static, capturing a fixed, eye-level perspective of the oncoming traffic moving through the tree-lined autumn landscape.

Explanation: While the initial frame is perfectly preserved, the video suffers from a catastrophic failure in object permanence and prompt adherence, as the white car morphs into the red bus instead of the bus approaching from behind. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":60,"camera_composition":50}

Explanation: While the video maintains the visual style of the first frame, it fails significantly on motion adherence. The vehicles are essentially static objects that do not follow the prompt's instructions for movement, resulting in a lack of temporal realism. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":60,"camera_composition":60}

Explanation: While the video starts with high fidelity to the conditioning frame, it suffers from a catastrophic failure in object permanence and temporal consistency. The white car, which is the primary subject, dissolves and is replaced by the red bus, failing the core prompt requirement of having both vehicles present simultaneously. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":60}


Prompt: The camera performs a slow, smooth dolly-in movement toward the rear of the black sports car. As the camera advances, the vehicle remains stationary in the parking lot, while the background remains static. The focus remains sharp on the rear taillights and the license plate throughout the entire duration of the shot. This sequence captures a steady, controlled approach toward the rear quarter of the parked car in an outdoor industrial setting.

Explanation: The video successfully maintains the identity of the car and the static background, adhering well to the prompt's constraints. The camera movement is a bit subtle and lacks the depth of a true dolly-in, but the overall temporal stability and visual fidelity are high. | 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 dolly-in movement while maintaining high fidelity to the first frame. The car and background remain stable, though there is minor artifacting on the license plate text during the camera transition. | 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 first frame and successfully keeps the car and background static. While the dolly-in movement is a bit subtle and lacks the expected depth shift of a true dolly, 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}


Prompt: The camera performs a slow, smooth upward tilt, transitioning from a view of the mosque interior walls and columns toward the intricate patterns and windows of the central dome. The framing remains steady throughout the movement, maintaining a consistent perspective as the focus shifts from the lower architectural details to the apex of the ceiling. This motion captures the vast, ornate scale of the mosque dome and its surrounding structural elements within the quiet, static environment.

Explanation: The video maintains high visual fidelity and architectural integrity throughout the sequence. However, the requested camera motion is too subtle, making the video feel almost static rather than a deliberate, smooth tilt. | 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 maintains high visual fidelity and adheres well to the architectural subject matter. However, the requested camera motion is very minimal, making the tilt effect difficult to perceive, which slightly impacts the overall motion quality score. | 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 maintains high visual fidelity and architectural integrity, perfectly matching the first frame. However, the requested camera motion is too subtle to be clearly identified as a 'slow, smooth upward tilt', resulting in a nearly static shot. | 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: A woman in the foreground smiles and laughs while adjusting her hair with her right hand, holding a beer bottle in her left. Behind her, a group of people socialize on a rooftop terrace. The camera remains static throughout the shot, maintaining a medium framing of the woman. The scene captures a casual outdoor social gathering, focusing on the woman's expressive, lighthearted interaction as she moves her hand through her hair while looking toward the side.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested actions. While there is some minor temporal jitter in the hair movement, the overall quality is high and the scene remains consistent throughout. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully executes the requested actions. While there is some minor jitter in the hair movement, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully executes the requested actions. The motion is generally smooth, though the hand movement is slightly robotic, and the overall composition remains stable throughout. | 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: A person wearing a maroon shirt and a beanie stands beside a rotating cement mixer, using a grey plastic scoop to rhythmically remove dark soil from the drum. The person repeatedly dips the scoop into the spinning mixture, pulls it out, and empties it into a black bucket positioned to the left. The camera remains static throughout the entire sequence, maintaining a close-up, slightly high-angle framing that captures the repetitive motion of the scoop against the backdrop of the rotating drum.

Explanation: The video is highly faithful to the first frame and captures the scene accurately, though the motion of the scooping action is slightly mechanical and lacks the expected fluidity of a natural human movement. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video demonstrates high visual quality and strong adherence to the prompt's scene description, though the initial animation of the person's arm entering the frame is slightly unnatural and lacks smooth transition. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene elements. While there is minor geometric instability in the hand/arm during the motion, the overall temporal consistency and visual quality are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A chef in a professional kitchen holds a metal bowl with his left hand while shaking a small silver canister with his right hand, causing a steady stream of seasoning to fall into the bowl. After a brief pause, he tosses the contents of the bowl upward in a quick, rhythmic motion, causing yellow fries to fly into the air and land back inside the bowl. The camera remains static in a medium shot throughout the entire sequence.

Explanation: The video starts with high fidelity to the conditioning frame, but the subsequent animation of the fries is unnatural and fails to convincingly depict the requested tossing motion. The seasoning effect is also poorly executed, appearing as a static texture rather than a dynamic stream. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":55,"visual_quality":75,"camera_composition":90}

Explanation: The video starts with high fidelity to the conditioning frame, but the physics of the requested actions are poorly executed. The seasoning does not animate as falling, and the tossing motion of the fries is visually disjointed and lacks realistic fluid dynamics. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":55,"visual_quality":70,"camera_composition":80}

Explanation: The video starts with high fidelity to the conditioning frame, but the physics of the requested actions (seasoning falling and fries being tossed) are poorly executed, resulting in unnatural, floaty motion that breaks immersion. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":55,"visual_quality":70,"camera_composition":80}


Prompt: The camera performs a slow, steady forward dolly movement, gradually pushing toward the temple complex. The perspective remains high and wide, maintaining a consistent aerial view of the landscape as the scene glides forward over the lush forest and water features. The motion is smooth and continuous, emphasizing a sense of approach toward the ancient stone structure of Angkor Wat, which remains the central focus of the frame throughout the entire duration of the shot.

Explanation: The video successfully executes the requested forward dolly movement while maintaining high fidelity to the conditioning frame. The motion is smooth and the overall visual quality is high, with only minor artifacts in texture stability during the zoom. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}

Explanation: The video successfully executes the requested camera movement while maintaining high fidelity to the conditioning frame and the prompt's requirements for a steady, aerial approach to the temple. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}

Explanation: The video successfully executes the requested camera movement while maintaining high fidelity to the conditioning frame and consistent visual quality throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}


Prompt: The camera performs a slow, steady zoom-in on the New York City skyline, gradually tightening the framing on the central skyscrapers. Throughout the five-second duration, there is no other movement in the scene; the buildings remain completely stationary, and there is no activity visible on the structures or in the sky. The shot maintains a fixed, stable perspective, focusing exclusively on the subtle, continuous magnification of the urban architecture as the frame slowly closes in on the city center.

Explanation: The model failed to execute the primary instruction of a 'slow, steady zoom-in'. The video is essentially a static image with minor, jittery artifacts, failing to meet the motion requirements of the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":30,"visual_quality":40,"camera_composition":20}

Explanation: The model failed to execute the primary instruction of a 'slow, steady zoom-in'. The video remains largely static with only minor, jittery artifacts that do not constitute a camera movement, resulting in a failure to adhere to the prompt's motion requirements. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":30,"visual_quality":40,"camera_composition":40}

Explanation: The model failed to execute the requested camera movement entirely, resulting in a static image rather than a video. While the initial frame fidelity is high, the lack of adherence to the motion prompt makes the generation unsuccessful. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":30,"visual_quality":40,"camera_composition":40}


Prompt: A military transport aircraft flies steadily across the sky from the center toward the upper left of the frame. The plane maintains a consistent altitude and trajectory, gradually shrinking in size as it moves further into the distance. The camera remains completely static throughout the entire duration, capturing the wide-angle view of the sky with a tree visible in the lower right corner and a satellite dish in the lower left.

Explanation: The video adheres well to the prompt and maintains high visual fidelity to the first frame. The primary weakness is the motion of the aircraft, which feels slightly unnatural and lacks the expected perspective-based scaling as it moves away. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":90}

Explanation: The video adheres well to the prompt and maintains high visual fidelity to the conditioning frame. The primary detractions are minor camera instability and slight motion jitter in the aircraft's flight path, which prevent a perfect score. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":80}

Explanation: The video adheres well to the prompt, maintaining a static camera and a consistent, shrinking aircraft. While the trajectory is slightly off-axis from the specific 'upper left' instruction and there is minor distortion on the satellite dish, the overall quality and temporal consistency are high. | 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: The camera moves forward along a gravel road through a rural landscape, maintaining a steady, continuous dolly motion. As the vehicle travels, it passes a parked car, crosses a small bridge, and eventually approaches a red tractor driving slowly in the same direction. The camera maintains a consistent eye-level perspective, framing the road as it winds slightly through open fields and past scattered trees, capturing the steady progression of the journey across the open countryside.

Explanation: The video successfully executes the requested narrative arc, including the passing of the car and the approach to the tractor. However, it suffers from noticeable temporal artifacts, particularly the morphing of the parked car and some structural instability in the tractor, which detract from the overall visual quality. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":70,"visual_quality":80,"camera_composition":75}

Explanation: The video successfully incorporates all requested elements from the prompt while maintaining high fidelity to the first frame. However, it suffers from noticeable temporal artifacts, particularly the severe morphing of the parked car and some instability in the road texture during the camera movement. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":75,"camera_composition":75}

Explanation: The video successfully executes the complex narrative sequence requested in the prompt, but suffers from noticeable temporal artifacts and geometric warping, particularly when the camera passes the parked car and the bridge. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":65,"visual_quality":70,"camera_composition":75}


Prompt: The camera performs a slow, steady drone-style forward dolly movement, gradually descending and pushing toward the center of the town square. Below, a dense crowd of people moves fluidly through the streets and plaza, creating a constant, shifting flow of activity. The perspective remains high-angle, maintaining a wide, stable view of the urban landscape as the camera glides forward over the rooftops and the central church, capturing the rhythmic, collective motion of the gathering in the town center.

Explanation: The generated video fails almost entirely to incorporate the requested motion. It is essentially a static image with no camera movement or animation of the crowd, directly contradicting the prompt's requirement for a 'slow, steady drone-style forward dolly movement' and 'shifting flow of activity'. | overall_score=25 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":20}

Explanation: The generated video fails to execute the requested camera movement and lacks any meaningful motion in the crowd, resulting in a static image rather than a video sequence. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":20}

Explanation: The generated video fails to incorporate the requested motion, remaining almost entirely static throughout the duration. It does not follow the prompt's instruction for a drone-style forward dolly movement or the fluid motion of the crowd. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":20}


Prompt: The yellow kite descends steadily from the upper left toward the water surface as the kiteboarder moves rightward across the frame. The kite arcs and pivots, eventually dipping into the turquoise sea, creating a splash as it makes contact. The camera remains static, capturing a wide shot of the ocean waves rolling toward the sandy shore. A distant windsurfer remains visible in the background throughout the entire sequence as the kite completes its controlled descent.

Explanation: The video successfully captures the requested narrative of the kite descending and the kiteboarder moving across the frame. While there is minor jitter in the kite's motion and the splash could be more realistic, the overall 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":90,"camera_composition":95}

Explanation: The video effectively captures the requested action of the kite descending and splashing into the water while maintaining the background elements. While there is slight jitter in the kite's motion, the overall temporal consistency and visual quality 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":90}

Explanation: The video effectively captures the requested action of the kite descending and the kiteboarder moving across the frame. While there is minor jitter in the kite's motion and the splash could be more realistic, the overall temporal consistency and visual quality 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":90}


Prompt: The camera performs a slow, steady forward dolly movement over a suburban landscape. Throughout the five seconds, multiple vehicles travel along the central multi-lane road, moving away from the camera toward the distant mountains. The traffic flow remains consistent, with cars maintaining their lanes as they head toward the horizon. This aerial perspective captures a wide, high-angle view of a city street flanked by residential apartment blocks on one side and a sprawling green park on the other.

Explanation: The video maintains high visual fidelity to the first frame and exhibits good temporal stability. However, the requested camera motion and traffic activity are too subtle, making the video feel more like a static image than a dynamic scene. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the conditioning frame and captures the scene elements well, but the requested camera movement is too minimal to be effective, and the traffic animation exhibits minor temporal instability. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video maintains high visual fidelity to the first frame and captures the scene accurately, but the requested motion (dolly movement and active traffic) is very weak and barely perceptible, failing to fully realize the dynamic elements of the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: The camera moves forward at a steady pace along a city street, traveling within a designated green bike lane. As the camera advances, it passes a series of white plastic bollards lining the left side of the lane. The view remains focused on the path ahead, maintaining a consistent forward trajectory through the intersection and continuing down the road. The surrounding urban environment, including the buildings and street infrastructure, remains stationary as the camera glides smoothly past them.

Explanation: The video successfully captures the requested forward camera movement and maintains the urban environment well. However, the temporal consistency is hampered by noticeable flickering and morphing artifacts of the bollards along the bike lane, which detracts from the overall visual quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":75,"visual_quality":80,"camera_composition":85}

Explanation: The video does a great job of maintaining the initial scene composition and following the prompt's instructions regarding the camera path and environment. However, it suffers from noticeable temporal artifacts, specifically the flickering and morphing of the bollards, which detracts from the overall realism of the motion. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":75}

Explanation: The video demonstrates strong adherence to the prompt and the initial conditioning frame, successfully simulating a forward-moving camera in a bike lane. However, the temporal consistency is slightly compromised by noticeable flickering of the bollards, which detracts from the overall visual quality. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":75,"visual_quality":80,"camera_composition":80}


Prompt: The camera performs a slow, steady pan to the right, maintaining a consistent horizontal framing of the coastal landscape. Throughout the five-second duration, the ocean surface remains in constant motion, with small, rhythmic waves rippling toward the shore and breaking against the rocky base of the Sierra Bay Hotel. The hotel and the surrounding hillside remain completely static, serving as a stable backdrop while the water continuously shifts and flows across the lower portion of the frame.

Explanation: The generated video fails to execute the requested camera pan, remaining almost entirely static throughout the duration. While the first frame fidelity is high, the lack of motion and failure to follow the camera movement instruction results in a poor prompt adherence score. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":30,"temporal_consistency":40,"visual_quality":40,"camera_composition":20}

Explanation: The video maintains high visual quality and excellent fidelity to the first frame, with realistic water motion. However, it fails to execute the requested pan movement, performing a zoom-out instead, and the text on the hotel suffers from significant temporal instability. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":70}

Explanation: The video maintains high visual quality and excellent temporal consistency, with the hotel remaining stable as requested. However, it fails to execute the specific camera pan requested in the prompt, opting for a zoom-out instead, and the text on the building suffers from significant generation artifacts. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":70}


Prompt: A group of professionals sits around a wooden table in a static top-down view. Two individuals reach toward the center of the table, extending their hands to initiate a handshake. They clasp hands firmly, holding the position for the remainder of the clip as the other participants remain still, observing the interaction. The camera remains completely stationary throughout the entire sequence, maintaining a consistent overhead framing of the meeting participants and their documents.

Explanation: The video successfully maintains the scene's composition and first-frame fidelity, but struggles with the specific motion requirements of the prompt. The handshake is poorly executed, morphing into a different gesture and failing to hold the position as requested. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}

Explanation: The video successfully maintains the static top-down perspective and high visual fidelity of the first frame. However, the motion of the handshake is poorly executed, morphing into a high-five and suffering from significant temporal artifacts where the hands lose structural integrity. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}

Explanation: The video successfully maintains the scene's composition and first-frame fidelity, but the specific action of the handshake is poorly executed, with the hands morphing and the interaction ending before the requested duration. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}


Prompt: The ginger cat remains perfectly still while perched on a metal railing. Its tail, initially hidden, slowly extends and hangs down from the right side of the railing, remaining motionless for the rest of the duration. The camera is static, maintaining a fixed, eye-level medium shot of the cat against a background of a seaside promenade with distant figures walking along the path. The scene captures a calm, stationary subject with only the subtle, slow movement of the cat's tail.

Explanation: The video adheres very well to the prompt, successfully animating the tail while keeping the rest of the cat and the background static. The motion is generally smooth, though there is a slight lack of fluidity in the tail's emergence. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video adheres very well to the prompt, successfully animating the tail extension while keeping the cat and camera static. The visual quality is high, though the tail movement exhibits slight jitteriness in the final frames. | 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 adheres closely to the prompt, successfully animating the tail's extension while keeping the cat and camera static. The visual quality is high, and the temporal consistency is maintained 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}


Prompt: A gamer rests their hands on a mechanical keyboard in a dimly lit room. The person rhythmically taps the keys with their fingers, primarily focusing on the left side of the keyboard, while their right hand remains positioned near the mouse area. The camera remains static throughout the entire duration, maintaining a close-up, side-angle framing that captures the precise, repetitive motion of the fingers pressing down on the keys in a steady, continuous sequence.

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's composition requirements. While the finger movement is slightly robotic and lacks perfect naturalism, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high visual fidelity and adheres well to the prompt's framing and subject matter. While the motion is technically present, it is quite minimal and lacks the dynamic, rhythmic typing action requested, though it avoids major temporal artifacts or flickering. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":90,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested scene. While the finger motion is slightly repetitive, it is visually convincing and adheres well to the prompt's requirements. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":90,"visual_quality":95,"camera_composition":100}


Prompt: A scientist in a lab coat and blue gloves holds a pipette, slowly moving it downward to dispense liquid into a glass test tube held in the other hand. The camera remains static throughout the shot, maintaining a medium close-up framing of the scientist working behind a glass partition. The focus stays sharp on the hands and the test tube while the scientist remains blurred in the background.

Explanation: The video demonstrates high-quality motion and strong adherence to the prompt, with the scientist's action of dispensing liquid being fluid and realistic. The first frame is perfectly preserved, and the overall visual quality remains stable and professional throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality motion and strong adherence to the prompt, successfully capturing the precise action of dispensing liquid into a test tube. The temporal consistency is excellent, with no noticeable artifacts or instability. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality motion and strong adherence to the prompt, with the scientist's action of dispensing liquid being fluid and realistic. The first frame is perfectly preserved, and the overall visual quality is high with no significant temporal artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}


Prompt: Numerous vehicles flow steadily through a dense urban intersection, with cars moving in multiple directions along the intersecting multi-lane roads. The traffic maintains a consistent, fluid pace throughout the scene. The camera remains static in a high-angle, top-down aerial view, capturing the entire crossroads and the surrounding high-rise buildings and construction sites from a fixed, bird's-eye perspective. This perspective provides a clear, unchanging overview of the busy city grid as the vehicles navigate the junction below.

Explanation: While the model successfully maintained the static composition of the first frame, it failed completely to generate the requested motion. The video is effectively a still image, violating the core requirement of the prompt to show flowing traffic. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":90}

Explanation: While the model successfully maintains the static camera composition and initial frame, it fails completely to generate the requested motion. The traffic is frozen, resulting in a static image rather than a video, which violates the core requirement of the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":90}

Explanation: While the video perfectly maintains the static camera angle and high-angle perspective of the first frame, it fails significantly on the motion requirements of the prompt. The traffic is essentially frozen, with only minor, jittery artifacts rather than the fluid, steady flow of vehicles described. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":10,"temporal_consistency":10,"visual_quality":30,"camera_composition":90}


Prompt: The camera performs a slow, steady, and continuous forward dolly movement, gradually closing the distance toward the central apartment building. The framing remains wide, maintaining a high-angle aerial perspective of the surrounding lush forest and the adjacent pond. Throughout the five-second duration, there is no other movement in the scene, as the trees, buildings, and water remain completely still, emphasizing the smooth, controlled forward motion of the camera over the landscape.

Explanation: The video adheres well to the prompt's requirement for a static scene and maintains high visual fidelity to the conditioning frame. However, the requested 'slow, steady, and continuous forward dolly movement' is barely noticeable, resulting in a very static-looking video that lacks the intended dynamic camera motion. | 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 requirement for a static scene and maintains high visual quality, but the requested 'slow, steady, and continuous forward dolly movement' is too subtle to be clearly perceived as a deliberate camera action. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":90,"visual_quality":90,"camera_composition":80}

Explanation: While the video maintains the visual integrity of the first frame, it fails significantly on the motion requirements. The camera movement is nearly non-existent, failing to convey the requested forward dolly effect, and the overall motion is jerky rather than smooth. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":40}


Prompt: A dark SUV drives steadily from the right side of the frame toward the left, crossing the intersection. Simultaneously, a white car approaches from the background, moving forward along the road until it passes behind the SUV. A second, lighter-colored vehicle follows the white car in the distance. The camera remains completely static throughout the entire duration, maintaining a fixed, wide-angle street-level view of the urban intersection with a prominent industrial chimney visible in the background.

Explanation: While the video maintains the static camera and initial scene composition perfectly, the motion of the vehicles is highly unnatural, characterized by significant morphing and sliding artifacts. The prompt's requirement for a second vehicle in the distance is not clearly met, and the temporal consistency of the white car's movement is poor. | overall_score=65 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":70,"motion_quality":60,"temporal_consistency":55,"visual_quality":75,"camera_composition":90}

Explanation: The video successfully maintains the static camera and scene composition, but fails to include the second vehicle mentioned in the prompt and suffers from significant morphing artifacts on the white car during its movement. | overall_score=72 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":65,"temporal_consistency":60,"visual_quality":75,"camera_composition":90}

Explanation: While the model successfully maintains the static camera and initial scene composition, the motion of the secondary vehicle is highly unrealistic, characterized by sliding rather than driving. Additionally, the prompt's requirement for a second, distant vehicle was not met. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":60,"camera_composition":90}


Prompt: A lone cyclist rides along the curved path on the right side of the river, moving steadily from the foreground toward the background. The camera remains static, maintaining a wide, elevated framing of the urban park and riverfront. The scene features a calm river flowing past a lush green park with a prominent cylindrical building rising in the distance under a bright, cloud-filled sky.

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

Explanation: The video successfully maintains the static camera and environmental context of the first frame while introducing the requested motion. While the cyclist's animation is slightly mechanical, 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":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and successfully executes the requested motion. While there are minor artifacts in the cyclist's animation, the overall visual quality and temporal consistency are very high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: A man leans forward and peers intently through a narrow vertical gap in a wooden door. He remains in a fixed, slightly hunched position, maintaining his gaze toward the light source beyond the opening. The camera is static, capturing a medium close-up profile shot of the man as he observes the space behind the door. The scene features a man looking through a crack in a wooden door in a dimly lit room.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements. While the motion is very subtle, it remains consistent and natural for the described scene. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's scene description, though the motion is quite subtle and limited to minor head adjustments. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and adheres well to the prompt's atmospheric requirements. While the motion is very subtle, it remains consistent and avoids artifacts, resulting in a high-quality, stable generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":95,"camera_composition":95}


Prompt: The camera performs a slow, steady forward dolly movement over a calm body of water toward a distant, silhouetted mountain range under a sunset sky. The water surface exhibits subtle, gentle ripples that move toward the viewer as the perspective shifts forward. A lone navigation buoy remains stationary in the middle distance. The framing is a wide, cinematic landscape shot capturing the expansive horizon and the soft, shifting light reflected across the water.

Explanation: The video fails to execute the requested camera movement, remaining almost entirely static throughout the duration. While the first frame is perfectly preserved, the lack of motion and failure to animate the water ripples as requested result in a poor score for prompt adherence and motion quality. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: While the video maintains high fidelity to the first frame, it fails to execute the requested camera movement and dynamic water effects, resulting in a nearly static image that does not fulfill the prompt's requirements. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}

Explanation: The generated video is essentially a static image with almost no perceptible motion, failing to execute the requested slow dolly movement or the subtle water ripples. While the visual quality and fidelity to the first frame are high, the lack of dynamic content makes it a poor response to the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":30,"visual_quality":40,"camera_composition":30}


Prompt: Dense, dark storm clouds churn and shift rapidly across the sky, moving from the right toward the left of the frame. Wispy white clouds in the upper left drift steadily in the same direction. The camera remains completely static, maintaining a wide, fixed perspective of the expansive prairie landscape. A barbed-wire fence stretches horizontally across the foreground, anchoring the vast, open field beneath the turbulent, evolving cloud formation.

Explanation: The video demonstrates high-quality motion synthesis that aligns well with the prompt, maintaining the static camera and the specific cloud dynamics requested. The first frame is perfectly preserved, and the overall visual quality is high, with only very minor temporal artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video demonstrates high-quality generation with excellent adherence to the conditioning frame and the prompt. The motion of the clouds is natural and consistent, though there is a very minor amount of jitter in the foreground fence that slightly impacts the overall temporal stability. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality motion synthesis that aligns perfectly with the prompt's requirements for cloud movement and static camera composition. The first frame is preserved with high fidelity, and the overall visual quality is consistent throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: A starling stands in a shallow, mossy stream, initially probing the water with its beak. The bird then lifts its head, opening its beak wide as it swallows, before settling into a still, alert posture. Throughout the five-second duration, the camera remains completely static, maintaining a fixed, medium-shot framing of the bird against the rocky, water-filled bank. The scene captures the bird foraging in the stream, focusing on its rhythmic head movements and the transition from active feeding to stillness.

Explanation: The video successfully captures the requested sequence of actions with high fidelity to the conditioning frame. The motion is generally smooth and realistic, though there is a minor lack of fluidity in the transition between the feeding and alert states. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video successfully captures the specific sequence of actions requested in the prompt while maintaining high visual quality and perfect alignment with the conditioning frame. The motion is generally fluid, though there is a minor lack of organic fluidity in the bird's neck movement. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video successfully captures the requested sequence of actions with high visual fidelity and good temporal consistency. The motion is generally fluid, though there is a slight mechanical quality to the bird's movements during the feeding phase. | 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: A person sits on the floor holding a leash attached to a bull terrier. The dog moves from the left side of the frame toward the person, eventually resting its head against the person's knee. The person remains mostly still, holding the leash taut while the dog shifts its position. The camera is static throughout the shot, maintaining a medium framing of the person and the dog in a room filled with old television sets.

Explanation: While the video starts with high fidelity to the conditioning frame, the motion of the dog is highly unnatural, characterized by severe morphing and a lack of physical interaction with the environment or the leash. The temporal consistency is poor, with significant flickering and artifacts throughout the dog's movement. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":50,"motion_quality":30,"temporal_consistency":35,"visual_quality":40,"camera_composition":80}

Explanation: While the video starts with high fidelity to the conditioning frame, the motion of the dog is highly unnatural, characterized by significant morphing and lack of physical interaction with the environment. The leash is poorly rendered and fails to maintain a consistent connection, and the final pose lacks anatomical coherence. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":50,"motion_quality":30,"temporal_consistency":35,"visual_quality":40,"camera_composition":80}

Explanation: While the video maintains the initial composition and setting, the generation of the dog is highly unstable, suffering from severe morphing and poor temporal consistency. The leash is not properly integrated, and the overall motion quality is poor due to the flickering and unnatural movement of the dog. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":50,"motion_quality":30,"temporal_consistency":35,"visual_quality":40,"camera_composition":80}


Prompt: A woman wearing a face mask and glasses stands against a concrete wall, looking down at her smartphone. She begins by pulling her left hand out of her blazer pocket, then keeps her hand near her waist while continuing to focus on the screen. Her right hand remains steady, holding the phone throughout the entire duration. The camera remains static in a medium shot, capturing the subject from the waist up as she remains in place.

Explanation: The video maintains high fidelity to the first frame and successfully executes the requested motion of pulling the hand from the pocket. While there is minor jitter in the hand movement, the overall temporal consistency and visual quality are strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and follows the prompt's instructions well. The motion is generally good, though there is some slight jitter in the hand movement that prevents 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":95}

Explanation: The video maintains high fidelity to the first frame and follows the prompt's instructions well, although the motion of the hand pulling out of the pocket exhibits slight temporal instability and jitter. | 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 bald eagle remains stationary, initially facing forward before slowly turning its head to the left to gaze off-camera. The bird blinks its eyes once during the movement. The camera remains completely static throughout the shot, maintaining a tight, centered close-up framing of the eagle against a soft, out-of-focus green and dark background.

Explanation: The video demonstrates high fidelity to the first frame and follows the prompt's instructions regarding the eagle's movement and blink. The motion is generally smooth, though the head turn feels slightly mechanical, and the camera remains perfectly static as requested. | 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 demonstrates high-quality motion and strong adherence to the prompt, with the eagle performing the requested head turn and blink naturally. The first frame is perfectly preserved, and the overall visual quality is high, with only very minor artifacts during the movement. | 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 demonstrates high-quality motion and strong adherence to the prompt, with the eagle performing the requested head turn and blink naturally. The first frame is perfectly preserved, and the overall visual quality remains high throughout the sequence. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":90}


Prompt: A single white car travels steadily from the bottom left toward the top right along the diagonal street. Simultaneously, a second white car moves from the top right toward the bottom left along the same street, passing the first vehicle. The camera maintains a high-altitude, static top-down aerial view of the urban intersection throughout the entire duration. The scene captures a dense city grid featuring white buildings, rooftops, and parked cars arranged in a structured, geometric layout.

Explanation: While the model successfully maintained the static camera composition and high-fidelity first frame, it failed entirely to execute the requested motion. The cars remain stationary throughout the video, resulting in a complete lack of adherence to the core action described in the prompt. | overall_score=15 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":10,"visual_quality":20,"camera_composition":80}

Explanation: While the video successfully maintains the visual style and composition of the conditioning frame, it fails completely to animate the requested action. The cars remain stationary, resulting in a near-static image rather than a video of moving traffic. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":20,"visual_quality":60,"camera_composition":80}

Explanation: While the video successfully maintains the visual style and composition of the conditioning frame, it fails completely to execute the requested motion. The cars remain stationary, and there is no animation of the vehicles traveling along the street, resulting in a failure to adhere to the core prompt instructions. | overall_score=15 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":5,"temporal_consistency":10,"visual_quality":30,"camera_composition":90}


Prompt: The camera performs a slow, steady forward dolly movement toward the volcanic crater, maintaining a consistent high-angle aerial perspective over the water. Throughout the five-second duration, the surface of the lake exhibits continuous, gentle rippling motion caused by a light breeze. The volcanic crater remains stationary in the center of the frame, serving as the primary subject against the backdrop of a distant, overcast landscape and rolling hills.

Explanation: While the video maintains the visual fidelity of the first frame perfectly, it completely fails to execute the requested camera movement and environmental motion, resulting in a static image rather than a dynamic video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":20}

Explanation: While the video maintains high visual fidelity to the first frame, it completely fails to execute the requested camera motion and lacks the specified environmental motion (rippling water), resulting in a static image rather than a dynamic video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":20}

Explanation: While the model successfully maintains the visual integrity of the first frame, it completely fails to execute the requested camera movement and lacks the specified motion in the water, resulting in a static image rather than a dynamic video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":60,"camera_composition":20}


Prompt: A white car drives slowly forward along the central blue pier, moving from the bottom toward the top of the frame. Simultaneously, a person walks in the same direction along the pier, maintaining a steady pace ahead of the vehicle. The camera remains in a fixed, high-angle aerial position, providing a stable top-down view of the marina. Numerous yachts are docked in orderly rows on either side of the pier within the calm harbor.

Explanation: The video successfully maintains the requested scene composition and follows the prompt's instructions regarding the movement of the car and the person. While the motion of the subjects is slightly robotic, the overall temporal consistency and visual fidelity 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}

Explanation: The video successfully follows the prompt's instructions regarding the movement of the car and the person on the pier. While the motion of the subjects is slightly robotic, the overall temporal consistency and fidelity to the initial frame 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":90}

Explanation: The video successfully maintains the structural integrity of the marina while executing the requested movements. While the motion of the subjects is slightly mechanical, the overall temporal consistency 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":90}