Prompt: A gentle ocean wave rolls steadily from left to right across the frame, gradually cresting and breaking into white foam as it moves toward the right side. Several surfers on boards remain mostly stationary, bobbing in the water while waiting for waves. The camera maintains a static, wide-angle view of the horizon and the surfers. The scene captures a group of surfers waiting in the open ocean during a calm sunset.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested motion of the wave. While there are minor temporal artifacts in the foam and slight instability in the surfers, the overall visual quality and adherence to the prompt are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high-quality generation with strong adherence to the prompt and excellent fidelity to the conditioning frame. The motion of the wave is natural and well-paced, though there are minor temporal artifacts in the foam and surfer movement. | 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 strong adherence to the prompt and excellent fidelity to the conditioning frame. The motion of the wave is natural, though there is minor flickering in the foam and the surfers' movements are slightly repetitive. | 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 small insect crawls slowly across the center of a white wildflower, moving from the top petals down toward the yellow disk florets. The flower head gently sways back and forth in a light breeze, while the surrounding green foliage remains largely still. The camera is static, maintaining a tight, high-angle framing on the cluster of flowers amidst the wild grasses. The scene captures the subtle, rhythmic movement of nature in a quiet, sunlit meadow.

Explanation: The video successfully maintains the integrity of the first frame while effectively animating the insect and the flowers as requested. The motion is generally convincing, though the insect's pathing could be smoother. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully maintains the integrity of the conditioning frame and adheres well to the prompt's composition requirements. While the insect's movement is a bit unnatural and the environmental swaying is minimal, the overall visual quality and temporal stability are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully adheres to the prompt's composition and subject matter, showing high fidelity to the conditioning frame. While the insect's movement and the flower's sway could be more fluid and natural, the overall visual quality and temporal stability are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: The camera performs a slow, steady, and continuous forward dolly movement, gradually approaching the central courtyard building. The perspective remains high and centered, maintaining a consistent top-down aerial view throughout the entire duration. The scene features a large, historic stone building with a central courtyard, surrounded by lush green trees and expansive lawns. No other objects or subjects move within the frame, and the camera maintains a smooth, linear path toward the structure until the end of the clip.

Explanation: While the video maintains the visual integrity of the first frame perfectly, it completely fails to execute the requested camera motion, resulting in a static image rather than the dynamic dolly shot specified in the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":40,"visual_quality":70,"camera_composition":30}

Explanation: While the video maintains excellent visual quality and perfect fidelity to the first frame, it completely fails to execute the requested camera motion, resulting in a static image rather than the dynamic dolly shot specified in the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":10,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":20}

Explanation: While the video maintains excellent visual quality and perfect fidelity to the first frame, it completely fails to execute the requested camera motion, resulting in a static image sequence rather than a video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":40,"visual_quality":70,"camera_composition":30}


Prompt: Four small sailboats move steadily from left to right across the frame, maintaining a consistent horizontal formation as they glide over the water. The camera remains static, capturing the boats in a wide, side-on view against a distant shoreline. The water surface ripples gently, and the sails remain taut as the boats progress at a uniform speed across the calm river, with no changes in camera angle or framing throughout the five-second duration.

Explanation: The video is highly stable and perfectly matches the first frame, but the motion is too subtle to clearly represent the 'steady movement' requested in the prompt, making the boats appear almost stationary. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":95}

Explanation: While the model successfully maintains the first frame and camera composition, it fails significantly on the motion requirements. The boats and water are essentially frozen, failing to depict the requested movement and rippling water. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":40,"camera_composition":90}

Explanation: While the model successfully maintains the visual composition and fidelity of the first frame, it fails significantly on the motion requirements of the prompt. The boats and water remain almost entirely static throughout the duration, failing to depict the requested movement. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":40,"camera_composition":90}


Prompt: The camera performs a slow, steady, and continuous forward dolly movement, gradually approaching the industrial complex. Throughout the five-second duration, thin plumes of smoke drift slowly upward and dissipate into the hazy sky from the central smokestack and surrounding structures. The scene remains otherwise static, with no other visible movement from machinery or personnel. This footage captures an aerial view of a sprawling, multi-building industrial facility set against a backdrop of dense, green vegetation and a distant, overcast horizon.

Explanation: The video adheres well to the prompt's visual requirements and maintains high fidelity to the conditioning frame. However, the requested 'slow, steady, and continuous forward dolly movement' is barely perceptible, making the motion feel more static than dynamic. | 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 adheres well to the prompt's content requirements, though the requested camera movement is very minimal. The visual quality and fidelity to the conditioning frame are high, resulting in a stable and professional-looking output. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and successfully incorporates the requested smoke effects. However, the camera movement is too minimal to clearly satisfy the 'dolly' requirement, making the motion feel somewhat stagnant. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":70}


Prompt: A person standing near the entrance of a brightly lit casino at night turns their head slightly to the left while remaining otherwise stationary. The camera remains completely static throughout the entire duration of the clip, maintaining a wide, fixed framing of the casino facade and the empty plaza in the foreground. The scene is set in a quiet urban square at night, with the primary focus on the individual near the casino doors.

Explanation: While the video maintains the static camera and initial scene setup well, it fails significantly on the core prompt requirements. The person does not turn their head and instead walks away, with the animation of the walking motion appearing highly unnatural and temporally unstable. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":80}

Explanation: While the video maintains the static camera and initial scene composition, it fails significantly on the primary prompt instruction for the person to turn their head while remaining stationary. Instead, the person walks away, and the animation of the walking motion is highly unstable and jittery. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":80}

Explanation: While the video maintains the static camera and initial scene composition well, it fails significantly on the primary action prompt, as the subject walks away rather than turning their head while stationary. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":20,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":80}


Prompt: Numerous vehicles travel along a multi-lane highway, moving steadily away from the camera toward the distant horizon. The traffic flows continuously in both directions, with cars and trucks maintaining consistent speeds as they navigate the lanes. The camera remains in a fixed, elevated position, providing a high-angle, wide-shot perspective of the busy freeway. This scene captures the rhythmic, constant motion of urban traffic on a clear day, emphasizing the scale and steady pace of the commute.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested traffic scene with appropriate motion and composition, though there is some minor temporal instability in the distant vehicles. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":82,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested traffic scene. While there are minor instances of temporal instability in the distant vehicles, the overall motion and composition are highly accurate to the prompt. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":82,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested traffic scene. While there is some minor temporal jitter in the movement of the cars, the overall motion and visual quality are very strong. | overall_score=88 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}


Prompt: The camera performs a smooth, continuous rack focus, transitioning from a blurry foreground to a sharp, clear view of the subject. As the focus shifts, a woman standing on a balcony overlooking a city landscape smiles broadly and turns her head slightly toward the camera. The camera remains static throughout the shot, maintaining a medium framing of the woman as she stands against the backdrop of a coastal town with red-roofed buildings.

Explanation: The video is visually stunning and adheres well to the subject description, but it fails the specific camera instruction of a 'rack focus' while remaining 'static', instead opting for a camera movement to reveal the subject. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}

Explanation: The video successfully executes the requested rack focus transition while maintaining high visual quality and strong adherence to the prompt's descriptive elements. The transition from the initial blurry frame to the sharp subject is smooth and convincing. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video successfully executes the requested rack focus transition from a blurry foreground to a sharp subject. The character's movement is natural, and the overall visual quality is high, maintaining consistency throughout the duration. | overall_score=92 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: The camera performs a slow, steady dolly forward movement toward the intersection, maintaining a fixed, wide-angle framing of the scene. Throughout the five-second duration, the tall green reeds on the right side of the road sway gently and rhythmically in the wind. The rest of the landscape, including the hillside town and the road, remains completely static. This shot captures a quiet, rural road junction nestled at the base of a densely built hillside village under a cloudy sky.

Explanation: While the video maintains high visual fidelity to the conditioning frame, it fails significantly on the motion requirements. The requested dolly movement is barely detectable, and the reeds do not exhibit the specified rhythmic swaying, making the video feel almost entirely static. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":40,"visual_quality":40,"camera_composition":30}

Explanation: The video fails to execute the requested camera movement and the specific motion of the reeds, resulting in a largely static and unengaging output that does not adhere to the prompt's instructions. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":40,"visual_quality":40,"camera_composition":20}

Explanation: While the model successfully maintains the initial scene composition, it fails to execute the requested camera movement and the specific motion of the reeds. The video is nearly static, with only minor, jittery artifacts rather than the intended rhythmic swaying or smooth dolly movement. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":40,"visual_quality":40,"camera_composition":30}


Prompt: Three friends sit at an outdoor table, laughing and talking together. The woman on the right gestures with her hands while speaking, while the two friends seated at the table hold up their glasses in a toast. The camera remains static throughout the entire five-second duration, maintaining a medium shot of the group as they interact. The scene captures a casual, social gathering in a garden setting.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested social interaction. The motion is generally smooth, though there is minor jitter in the glasses during the toast, and the overall visual quality is high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested social interaction. The motion is generally fluid, though there is minor jitter in the glasses during the toast, and the overall quality is high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested social interaction. While the motion of the seated friends is somewhat static, the primary subject's gestures and the overall scene stability are high quality. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The yellow bucket swing suspended by chains moves rhythmically back and forth in a gentle, continuous arc. The swing travels forward toward the camera and then backward, maintaining a steady, repetitive pendulum motion throughout the entire duration. The camera remains completely static, maintaining a fixed, medium-close framing of the swing as it oscillates against the red playground surface. This scene captures a solitary yellow bucket swing in a playground, moving steadily through the air.

Explanation: The video successfully maintains the identity of the swing and the playground environment from the first frame. While the motion is generally good, it exhibits slight jitter and minor temporal instability in the chains, preventing a perfect score. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested rhythmic pendulum motion. While there are minor artifacts in the chain movement and slight inconsistencies in the swing's velocity, the overall quality is very high. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested rhythmic motion of the swing. While there are very minor artifacts in the chain movement, the overall temporal consistency and visual quality are strong. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":95}


Prompt: The water flows rapidly downstream from left to right, churning into white foam as it cascades over submerged rocks and around larger boulders. The current remains constant and turbulent throughout the entire duration. The camera is completely static, maintaining a fixed, wide-angle framing of the riverbank. This scene captures a natural stream flowing through a dense, wooded forest setting, focusing on the continuous, rhythmic movement of the water against the stationary rocks and mossy tree roots.

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested turbulent water flow. The motion is consistent and the camera remains perfectly static, adhering well to the prompt's requirements. | 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 turbulent water movement. The motion is consistent and natural, with only minor, negligible artifacts in the water's texture. | 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 turbulent water motion. The temporal consistency is strong, with no significant flickering or geometry instability, though the motion loop is slightly noticeable. | 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 group of children are gathered in a school hallway. A boy sitting on a bench reaches out his right arm, slowly extending his hand toward a girl standing in front of him. She mirrors this movement, raising her hand to meet his. They perform a high-five, holding their palms together for a moment before pulling their hands away. The camera remains static throughout the entire interaction, maintaining a consistent medium shot of the students.

Explanation: The video successfully executes the requested action with high fidelity to the initial frame and prompt, though the physical interaction of the high-five could be more dynamic and realistic. | 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 executes the requested action with high visual quality and strong adherence to the prompt, though the motion of the high-five itself feels slightly robotic and lacks a sharp, realistic contact point. | 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 executes the requested interaction with high fidelity to the conditioning frame and consistent character identity. While the motion of the high-five is slightly floaty and lacks physical weight, the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: Multiple vehicles travel along the intersecting city streets, moving in various directions through the urban grid. A bus traverses the main road from right to left, while several smaller cars navigate the cross streets and turn at the intersection. The camera remains static in a high-angle aerial view, maintaining a fixed framing of the neighborhood. This scene captures the steady, continuous flow of nighttime traffic through a residential and commercial district.

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested urban traffic flow. While there is some minor motion jitter and the bus movement feels slightly artificial, the overall temporal consistency and visual quality are high. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":85,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: While the video successfully maintains the static camera and high-fidelity first frame, it fails significantly on the core requirement of generating fluid, realistic traffic motion. The vehicles remain largely static, and the promised action of a bus traversing the road and cars turning is entirely absent, resulting in a near-still image rather than a dynamic video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":25,"visual_quality":40,"camera_composition":90}

Explanation: While the video maintains the initial framing and visual style of the conditioning frame perfectly, it fails significantly on the motion requirements of the prompt. The scene is almost entirely static, with only one bus moving in a stuttering, unnatural manner, failing to depict the requested busy urban intersection. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":25,"visual_quality":40,"camera_composition":90}


Prompt: A lone cyclist rides steadily along the curved path bordering the river, moving from the right side of the frame toward the left. The camera remains static, maintaining a wide, elevated view of the park and city skyline. The water surface ripples gently while the clouds drift slowly across the sky. This scene captures a peaceful urban park landscape with a river flowing past a green lawn and a prominent high-rise building in the distance.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's scene description. While the cyclist's motion is slightly unnatural and they vanish before completing the path, the overall temporal consistency and visual quality are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high visual fidelity to the conditioning frame and follows the prompt's instructions well. The primary drawback is the motion quality of the cyclist, which lacks fluid, realistic animation, though the overall scene remains stable and visually appealing. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene elements. However, the cyclist's motion is somewhat unnatural, and the character vanishes prematurely, which slightly detracts from the overall temporal consistency. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":75,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The camera performs a slow, steady drone pull-back and slight upward tilt, revealing more of the snowy landscape. Below, a group of people are scattered across the snow, with some individuals walking slowly toward the base of the hill while others stand near parked cars. The movement is subtle and gradual, maintaining a wide, high-angle perspective of the snow-covered slope and the small figures gathered at the bottom of the terrain.

Explanation: The video successfully executes the requested drone pull-back and tilt, maintaining high visual fidelity to the conditioning frame throughout the sequence. While there is some minor jitter in the background and slight temporal instability in the figures, the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully executes the requested camera motion while maintaining high visual fidelity to the first frame. There is some minor temporal instability in the background and among the figures, but the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}

Explanation: The video successfully executes the requested drone pull-back and tilt, maintaining high visual fidelity to the conditioning frame. While there is some minor jitter in the background and slight temporal instability with the figures, the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}


Prompt: The camera performs a smooth, continuous upward tilt while simultaneously executing a slow, steady dolly-out movement. This motion gradually reveals more of the expansive, rugged mountain landscape beyond the initial dense forest canopy. The perspective shifts from a tight, high-angle view of the treetops to a wider, sweeping vista of the entire hillside, showcasing the transition from the lush, green vegetation in the foreground to the rocky, barren slopes of the distant mountain range.

Explanation: The video perfectly executes the requested camera movements, transitioning smoothly from the forest canopy to the mountain vista while maintaining high visual fidelity and temporal stability. | 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 perfectly executes the requested camera movements, transitioning smoothly from the forest canopy to the mountain vista while maintaining high visual quality and temporal stability. | 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 perfectly executes the requested camera movements, maintaining high visual quality and temporal consistency throughout the sequence while successfully revealing the mountain landscape as specified in the prompt. | 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: Thick, low-hanging clouds drift steadily from left to right across the rugged, snow-dusted face of a steep mountain. The mist clings to the rock crevices, partially obscuring the lower slopes while moving in a consistent, horizontal flow. The camera remains static throughout the entire duration, maintaining a fixed, wide-angle perspective of the craggy, vertical terrain. The scene captures the slow, atmospheric movement of mountain fog against the stationary, jagged peaks of a high-altitude landscape.

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested atmospheric movement of fog across a mountain. The motion is steady and consistent, with only very minor, barely noticeable flickering in the fog density. | 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 is a high-quality generation that perfectly matches the first frame and follows the prompt's instructions regarding the movement of the fog and the static camera. The motion is smooth and atmospheric, with only very minor, negligible flickering in the fog density. | 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 is highly faithful to the conditioning frame and successfully executes the requested motion of drifting fog. The visual quality is high, with only very subtle temporal flickering in the fog density, which does not significantly detract from the overall realism. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}


Prompt: The camera performs a slow, steady, and continuous drone-like pull-back and upward tilt, gradually revealing more of the formal garden layout and the surrounding parkland. The movement is smooth and linear, pulling away from the ornate black and gold pavilion toward the wider, snow-dusted grounds. The scene features a historic pavilion situated in a winter park with a frozen canal, captured from an elevated, high-angle perspective that emphasizes the symmetry of the landscape as the camera retreats.

Explanation: The video successfully executes the requested drone-like pull-back with high fidelity to the first frame. While the motion is generally good, it lacks the absolute smoothness of a professional drone shot, and the upward tilt is somewhat understated. | 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 captures the winter park setting perfectly. While the camera movement is smooth and consistent, it leans more towards a simple zoom-out rather than the complex drone-like pull-back and tilt described in the prompt, but it remains a high-quality generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video maintains high fidelity to the first frame and captures the requested winter atmosphere perfectly. While the camera movement is slightly more of a zoom than a complex drone maneuver, it is smooth and adheres well to the prompt's requirements. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}


Prompt: A herd of fallow deer grazes in a grassy field. Throughout the clip, the deer remain largely stationary, with individual animals occasionally shifting their heads or ears while feeding. A few deer in the background move slowly across the frame from right to left. The camera is static, maintaining a wide, fixed framing of the herd against the hillside. The scene captures the subtle, natural movements of a resting group of deer in their environment.

Explanation: The video adheres well to the prompt and maintains high fidelity to the first frame. However, the motion of the walking deer in the background is poorly executed, showing significant morphing artifacts, and there is some minor temporal instability in the stationary herd. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":70,"visual_quality":85,"camera_composition":95}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested scene with appropriate, subtle movements. While there is some minor flickering on the antlers and a slightly unnatural gait for the walking deer, the overall visual quality and temporal consistency are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the requested scene. While there are minor motion artifacts in the background deer and some slight flickering on the stag's antlers, the overall visual quality and adherence to the prompt are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: Multiple seagulls fly across the frame from right to left, flapping their wings rhythmically while descending toward the water. One bird dips its feet into the surface, creating a splash, before continuing its flight path. Other gulls remain floating on the calm, rippling green water, occasionally shifting position. The camera remains static in a high-angle, top-down shot, capturing the birds as they glide through the air and interact with the water surface below.

Explanation: The video successfully captures the requested scene composition and bird behaviors, but suffers from significant temporal artifacts and morphing issues, particularly when the bird interacts with the water surface. | overall_score=72 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":65,"temporal_consistency":60,"visual_quality":70,"camera_composition":90}

Explanation: While the video successfully maintains the initial composition and adheres to the prompt's scenario, the motion quality is significantly degraded by severe morphing artifacts and temporal instability, particularly in the central bird's wings and body. | 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: While the video maintains the high-angle composition and initial frame perfectly, the motion of the primary seagull is highly unstable, suffering from significant morphing and temporal artifacts that degrade the realism of the flight and landing sequence. | overall_score=68 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":75,"motion_quality":60,"temporal_consistency":55,"visual_quality":70,"camera_composition":90}


Prompt: The camera performs a slow, steady forward dolly movement over a nighttime urban landscape. Throughout the five-second duration, multiple vehicles travel along the illuminated streets below, moving consistently from the left side of the frame toward the right. The city lights remain constant while the perspective gradually shifts closer to the central buildings and the intersection, maintaining a high-angle aerial view of the residential and commercial district throughout the entire sequence.

Explanation: The video maintains high fidelity to the first frame and captures the requested urban nighttime atmosphere well. However, the camera movement is almost imperceptible, and the vehicle motion exhibits minor temporal instability, preventing a higher score. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video is visually impressive and maintains high fidelity to the first frame, but the requested camera movement is barely perceptible, making the motion feel static rather than a dynamic dolly shot. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}

Explanation: The video is visually impressive and maintains high fidelity to the first frame, but it fails to execute the requested camera movement effectively, appearing nearly static throughout the duration. While the vehicles do move, the overall motion quality is limited by the lack of a distinct dolly effect. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":80}


Prompt: The camera performs a smooth, continuous dolly-in movement, gradually tightening the framing on the stone statue. Throughout the five-second duration, the statue remains perfectly still, serving as the static focal point of the scene. The surrounding architectural elements, including the iron fence in the foreground and the ornate stone monument dedicated to Gaspard de Coligny, remain fixed in their positions as the perspective shifts forward, emphasizing the depth and scale of the historic site.

Explanation: The generated video is essentially a static image that fails to execute the requested dolly-in camera movement entirely. While the first frame fidelity is excellent, the lack of any motion makes it a failure in terms of video generation requirements. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":10}

Explanation: While the video maintains the visual integrity of the first frame and keeps the subject still, it completely fails to execute the required camera movement (dolly-in), resulting in a static image sequence rather than a dynamic video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":10}

Explanation: The generated video is essentially a static image sequence that fails to execute the requested dolly-in 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":30,"visual_quality":40,"camera_composition":20}


Prompt: The camera performs a slow, steady zoom-in on a vibrant floral arrangement. Throughout the five-second sequence, the flowers remain completely still, exhibiting no movement or swaying. The focus remains fixed on the intricate blue and pink blossoms, maintaining a consistent, static composition. This is a stable, tripod-mounted shot of a bouquet of mixed flowers, capturing the scene without any panning, tilting, or handheld motion, emphasizing the stillness of the subjects against the soft, blurred background.

Explanation: The video maintains high visual fidelity and successfully keeps the flowers static throughout the duration. However, the requested camera zoom-in is so subtle that it is barely noticeable, making the camera movement feel more like a static shot than a deliberate zoom. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":95,"camera_composition":75}

Explanation: The video maintains high visual fidelity to the first frame and successfully avoids unwanted camera movements. However, the requested zoom-in motion is too subtle to be clearly perceived, and there is slight temporal instability in the form of minor shimmering on the flower petals. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}

Explanation: The video maintains high visual fidelity to the first frame and avoids major temporal jumps. However, the requested zoom-in motion is too subtle to be clearly identified, and there is slight pixel-level instability in the flowers that detracts from the 'completely still' requirement. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":80,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":75}


Prompt: The field of red poppies and small white flowers sways rhythmically in a gentle, continuous breeze, causing the stems and petals to ripple in a soft, fluid motion from left to right. The camera remains completely static throughout the entire duration, maintaining a fixed, wide-angle perspective of the meadow. This scene captures a tranquil, wind-swept landscape of wildflowers under a soft, overcast sky, emphasizing the subtle, organic movement of the plants against the still background.

Explanation: The video successfully maintains a static camera and captures the requested wind-swept motion of the wildflowers with high fidelity to the conditioning frame. The overall visual quality is high, though there is some minor temporal shimmering in the finer details of the white flowers. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":90,"camera_composition":95}

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested rhythmic, wind-swept motion of the wildflowers. The camera remains static, and the overall visual quality is high, with only minor temporal jitter in the background. | 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, maintaining a static camera and capturing the requested rhythmic, wind-swept motion of the wildflowers. The first frame is perfectly preserved, and the temporal consistency is high, with only minor, negligible jitter in the background. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}


Prompt: The camera performs a slow, steady dolly forward along a dirt path through a dense forest. As the camera advances, the lush green foliage and tree branches on both sides of the frame sway gently in a light breeze. The perspective shifts deeper into the woods, maintaining a consistent eye-level height while the surrounding vegetation subtly rustles and shifts in place, creating a sense of quiet movement within the stationary, moss-covered woodland setting.

Explanation: The video successfully captures the requested scene and maintains high fidelity to the first frame, but the camera movement is marred by significant geometric warping artifacts that detract from the realism of the dolly effect. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":85,"camera_composition":60}

Explanation: The video successfully executes the requested camera movement while maintaining high fidelity to the initial frame. While there are minor temporal artifacts and slight jitter in the foliage movement, the overall quality is high and aligns well with the prompt. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}

Explanation: The video successfully executes the requested dolly movement and maintains high fidelity to the first frame. While there is some minor jitter and slight warping in the foliage, the overall visual quality and adherence to the prompt are strong. | overall_score=82 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":75,"temporal_consistency":85,"visual_quality":80,"camera_composition":85}


Prompt: Vehicles flow continuously through a multi-lane urban intersection, with cars and a bus moving steadily forward along the elevated highway and surface streets. Traffic maintains a consistent pace, with individual cars shifting lanes and progressing through the junction in various directions. The camera remains in a fixed, high-angle static position, providing a wide, stable overview of the entire traffic network. This scene captures the rhythmic, ongoing movement of city traffic across a complex road interchange.

Explanation: While the video successfully maintains the initial frame and camera perspective, it fails almost entirely to generate the requested motion. The traffic is static, and the few attempts at movement result in jarring, unnatural flickering rather than the fluid, continuous flow described in the prompt. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":10,"temporal_consistency":10,"visual_quality":20,"camera_composition":90}

Explanation: While the video perfectly maintains the composition and visual style of the first frame, it fails almost entirely to generate the requested motion. The traffic is static, and the minimal movement present is highly unnatural and jittery. | 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 successfully maintains the static composition and fidelity of the first frame, it fails almost entirely to generate the requested motion. The traffic is static, and the only 'movement' is a slight, unnatural flickering of pixels, which does not represent the continuous flow of vehicles described in 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}


Prompt: The camera performs a slow, steady forward dolly movement, gliding over the dense canopy of a lush rainforest. Thick, white clouds and mist drift continuously from the left side of the frame toward the right, partially obscuring the treetops as they pass through the scene. The perspective remains high and angled downward, maintaining a consistent aerial view of the forest floor hidden beneath the thick, green foliage and the rolling, shifting fog.

Explanation: The video is visually stunning and maintains perfect fidelity to the conditioning frame. While the camera movement is technically present, it is so slow that it barely registers as a dolly, though it otherwise adheres well to the prompt's atmospheric requirements. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":80}

Explanation: The video is visually stunning and maintains perfect fidelity to the first frame. While the camera movement is technically present, it is so slow that it is barely noticeable, though it does technically adhere to the prompt's requirement for a slow, steady dolly. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}

Explanation: The video is highly faithful to the conditioning frame and maintains excellent visual quality throughout. While the camera movement is technically present, it is so slow that it barely registers as a dolly, and the cloud motion is slightly mechanical, but overall it is a very high-quality generation. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":85}


Prompt: A thin, steady stream of white smoke rises continuously from a small structure near the base of the church, drifting slowly toward the left side of the frame. In the background, several cars travel at a consistent speed from left to right along the highway. The camera remains in a fixed, high-angle aerial position, maintaining a static, wide framing of the red-brick church and its surrounding grounds throughout the entire duration of the clip.

Explanation: The video successfully maintains the static camera and architectural fidelity of the first frame. While the smoke motion is slightly stylized and not perfectly realistic, it adheres well to the prompt's requirements for direction and origin. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video adheres well to the prompt and maintains high fidelity to the conditioning frame. The primary limitations are minor motion artifacts in the smoke and the highway traffic, but the overall visual quality and composition are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's specific motion requirements. While the smoke animation and car movement have minor artifacts, the overall temporal consistency and visual quality are strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":90}


Prompt: The camera performs a slow, steady, and continuous forward dolly movement, gradually approaching the mosque. As the camera advances, the perspective shifts to reveal more of the surrounding urban landscape and the intricate details of the mosque roof. The scene remains otherwise static, with no movement from people or vehicles. The primary subject is a large mosque with multiple minarets and a central dome, situated in the middle of a dense residential city area.

Explanation: The video maintains high visual fidelity and adheres well to the static scene requirements, but the requested camera movement is too subtle to be clearly perceived as a continuous dolly shot. | 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 adheres well to the static environment requirement. However, the requested forward dolly movement is too slow and minimal to be effectively perceived as a dynamic camera shot. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high visual fidelity and temporal stability, perfectly matching the first frame. However, the requested camera motion is very weak, making the video feel almost static rather than a dynamic dolly shot. | overall_score=85 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":95,"visual_quality":90,"camera_composition":80}


Prompt: A white car travels downward along the central city street, passing through an intersection. Simultaneously, a dark car moves upward in the opposite lane. The camera remains in a fixed, high-angle top-down position, maintaining a static bird-eye view of the urban landscape. The scene captures a quiet city block with parking lots and autumn-colored trees flanking the main road, focusing on the steady, linear flow of traffic through the center of the frame.

Explanation: While the video maintains the visual style and composition of the conditioning frame perfectly, it fails entirely to animate the requested traffic movement, resulting in a static image rather than a video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":20,"temporal_consistency":30,"visual_quality":60,"camera_composition":85}

Explanation: While the model successfully maintained the visual fidelity of the first frame and the camera angle, it failed completely to animate the scene according to the prompt. The cars do not move, resulting in a static image rather than a video. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":40,"camera_composition":90}

Explanation: The generated video fails to animate the requested traffic; the scene remains almost entirely static, with no white or dark cars moving through the intersection as specified in the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":30,"temporal_consistency":40,"visual_quality":60,"camera_composition":65}


Prompt: A couple walks steadily from left to right across a bridge in the foreground. As they move, a large red double-decker bus travels rapidly from left to right, passing behind the couple and eventually obscuring them from view. A black taxi follows closely behind the bus, moving in the same direction. The camera remains static throughout the shot, maintaining a wide, eye-level framing of the pedestrians on the bridge against the backdrop of a glowing city skyline at night.

Explanation: The video successfully executes the complex multi-object motion prompt, with the bus and taxi passing behind the couple as requested. While there are minor issues with the smoothness of the pedestrians' walk and some slight geometric blending during the vehicle transit, the overall execution is highly effective and visually coherent. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully executes the complex prompt with multiple moving vehicles and pedestrians, maintaining high fidelity to the first frame. While there are minor issues with the interaction between the taxi and the bus, the overall motion and composition are highly effective. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully executes the complex prompt, including the specific sequence of the couple, the bus, and the taxi. While there are minor temporal artifacts regarding the interaction between the vehicles, the overall visual quality and adherence to the conditioning frame are high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}


Prompt: The camera performs a steady, continuous forward dolly movement over a vast, undulating desert landscape. As the camera glides forward, the foreground sand dunes shift and recede out of the frame, while the distant, rugged mountain range remains fixed in the background. The perspective maintains a consistent low-altitude aerial height, smoothly traveling over the crests of the sandy terrain toward the horizon, creating a sense of constant, forward-moving exploration across the expansive, arid environment.

Explanation: The video successfully executes the requested forward dolly movement while maintaining high visual quality and strong adherence to the initial conditioning frame. The motion is generally smooth and consistent, though there are very minor fluctuations in speed that prevent a perfect score. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video maintains high fidelity to the conditioning frame and effectively captures the desert landscape. The motion is generally good, though it lacks the perfectly fluid, cinematic smoothness requested in the prompt. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}

Explanation: The video successfully executes the requested forward dolly movement with high fidelity to the conditioning frame. While the motion is slightly jittery, it maintains strong temporal consistency and effectively captures the requested desert landscape. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":95,"camera_composition":85}


Prompt: The camera performs a smooth, continuous forward dolly movement, gradually descending and pushing toward the center of the resort grounds. As the camera advances, the perspective shifts to reveal more detail of the swimming pool area and the surrounding lush green trees. The scene remains otherwise static, with no movement from vehicles in the parking lot or activity around the hotel buildings. This aerial view captures a quiet, expansive resort complex featuring a central pool and multiple interconnected structures.


Prompt: The camera performs a smooth, continuous upward crane shot, rising steadily from a mid-level view of the building facade to reveal the roofline and the surrounding landscape. As the camera ascends, the perspective shifts to look down upon the slate-tiled roof, eventually exposing the expansive lake and distant mountains in the background. The neoclassical villa remains the central subject throughout the movement, with the framing transitioning from a tight focus on the architectural details to a wide, elevated exterior vista.

Explanation: The video successfully executes the requested crane shot, maintaining high fidelity to the conditioning frame while smoothly transitioning to the wide landscape view. The motion is fluid and the temporal consistency is high, with only minor, negligible geometric artifacts. | overall_score=92 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":95,"visual_quality":90,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, successfully executing the requested crane shot while maintaining strong fidelity to the initial frame and architectural consistency throughout the movement. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, successfully executing the requested crane shot while maintaining strong structural integrity of the neoclassical villa. The transition from the building facade to the lake and mountain background is fluid and visually coherent. | 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: A woman standing in the center hands a stack of papers to a seated man, who takes them while looking down. A woman seated to his left gestures with her hand while speaking, then rests her chin on her hand. A woman standing on the far left walks slowly toward the background. The camera remains static throughout the scene, capturing a professional office setting where a group of colleagues collaborates around a desk filled with computer monitors and headsets.

Explanation: While the video maintains high visual quality and excellent fidelity to the first frame, it fails significantly on prompt adherence regarding the specific actions requested for the characters. The motion is minimal and fails to depict the complex sequence of events described in the prompt. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":40,"temporal_consistency":50,"visual_quality":60,"camera_composition":50}

Explanation: While the video maintains the visual style and composition of the first frame perfectly, it fails significantly on prompt adherence regarding the requested actions. The characters are largely static, failing to perform the specific movements described in the prompt. | overall_score=42 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":40,"visual_quality":70,"camera_composition":60}

Explanation: While the video maintains the visual style and composition of the first frame perfectly, it fails almost entirely to execute the specific motion requirements of the prompt. The characters remain largely static, ignoring the instructions for walking, gesturing, and interacting. | overall_score=42 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":40,"visual_quality":70,"camera_composition":60}


Prompt: A small, dark bird flies steadily from the left side of the frame toward the right, passing in front of the rocky mountain face. The bird maintains a consistent, level flight path across the middle distance of the scene. The camera remains completely static throughout the entire five-second duration, maintaining a wide, fixed framing of the rugged, arid canyon landscape. The scene features a towering, jagged mountain range under a clear, pale sky.

Explanation: The video successfully maintains a static camera and adheres well to the prompt's description of the bird's movement. However, the animation of the bird itself is slightly jittery and lacks realistic wing motion, which slightly detracts from the overall visual quality. | 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 maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for camera movement and subject trajectory. However, the bird's animation is slightly jittery and it appears abruptly in the scene rather than flying in from the frame boundary. | overall_score=78 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":70,"temporal_consistency":75,"visual_quality":80,"camera_composition":90}

Explanation: The video adheres well to the prompt and maintains high fidelity to the conditioning frame. The primary weaknesses are the unnatural wing flapping animation and the abrupt appearance of the bird, which slightly detracts from the overall realism. | 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 camera performs a slow, steady, and continuous forward dolly movement, descending slightly toward the ground. As the camera advances, the perspective shifts to reveal more of the grassy field and the surrounding park area, while the trees and playground equipment remain stationary in the frame. The motion is smooth and linear, maintaining a consistent downward angle throughout the five-second duration. This aerial shot captures a quiet, expansive park setting featuring a large circular cricket pitch and adjacent recreational grounds.

Explanation: The video successfully executes the requested slow, steady forward dolly movement with a slight descent. It maintains high fidelity to the first frame and demonstrates good temporal consistency, with only minor geometric artifacts appearing during the camera motion. | overall_score=88 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":90,"visual_quality":85,"camera_composition":85}

Explanation: The video successfully executes the requested camera movement while maintaining high visual fidelity to the first frame. There are minor geometric distortions in the playground area, but the overall motion and composition are very strong. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":85}

Explanation: The video successfully executes the requested camera movement with high fidelity to the initial frame. While there are minor geometric instabilities in the playground equipment as the camera approaches, the overall motion is smooth and aligns well with the prompt's requirements. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":80,"camera_composition":80}


Prompt: Dark ink swirls slowly within a vibrant orange and white liquid medium, creating complex, evolving patterns that expand and drift across the frame. The motion is fluid and organic, with the dark pigment gradually diffusing and curling into intricate, cloud-like shapes. The camera remains completely static throughout the entire sequence, maintaining a fixed, top-down macro perspective on the swirling ink. This abstract scene captures the subtle, mesmerizing interaction of colorful fluids blending together in a confined space.

Explanation: While the model successfully maintained the first frame and camera composition, it failed to generate any motion, resulting in a static image rather than a video. | overall_score=15 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":20,"motion_quality":0,"temporal_consistency":0,"visual_quality":20,"camera_composition":100}

Explanation: While the first frame is perfectly preserved and the composition is correct, the model failed to generate any motion, resulting in a static image instead of the requested fluid animation. | overall_score=15 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":20,"motion_quality":0,"temporal_consistency":0,"visual_quality":20,"camera_composition":100}

Explanation: The generated video is a static image that does not exhibit any of the requested motion, failing the primary requirement of the prompt. | overall_score=15 | aspect_scores={"first_frame_fidelity":100,"prompt_adherence":20,"motion_quality":0,"temporal_consistency":0,"visual_quality":10,"camera_composition":100}


Prompt: The man walks steadily from left to right across the frame, carrying a snowboard under his right arm while his left hand hangs loosely at his side. He maintains a consistent pace, looking slightly forward and to his right as he traverses the snow-covered ground. The camera remains static in a medium shot, capturing the full body of the man as he moves through the park setting, keeping him centered within the frame throughout the entire duration of the clip.


Prompt: A man and woman walk left across the foreground, while a cyclist rides right and another man on a bike moves right in the background. A man in a red hoodie walks right across the frame, passing a man in a blue shirt who stands still. The camera remains static in a high-angle, wide shot of a city street corner. Pedestrians and cyclists navigate the intersection, moving in various directions across the sidewalk and road throughout the scene.

Explanation: While the video successfully maintains the initial composition and framing, it fails significantly in temporal consistency and motion quality. The characters undergo severe identity morphing and unnatural movement, and the prompt's requirement for specific directional movement is poorly executed due to jittery, non-fluid animation. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":90}

Explanation: While the video maintains the initial frame and camera angle well, it fails significantly on prompt adherence regarding the specific movements of the characters. The motion is highly unnatural, characterized by flickering, morphing, and temporal instability, particularly with the man in the red hoodie and the background cyclist. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":80}

Explanation: While the video starts with high fidelity to the conditioning frame, it fails significantly in prompt adherence and temporal consistency. The subjects exhibit severe morphing and identity drift, and the required complex movement of multiple pedestrians and cyclists is largely absent or poorly executed. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":90}


Prompt: The scuba diver swims forward through the water, rhythmically kicking their fins to maintain momentum. A steady stream of air bubbles rises vertically from the diver toward the surface. The camera follows the diver from a fixed, first-person perspective, maintaining a consistent distance as they glide past a large, stationary red sea fan attached to a rocky reef wall. The diver remains centered in the frame throughout the entire sequence, moving steadily deeper into the underwater cavern.

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested underwater scene. While the motion of the diver's fins is somewhat unstable and the bubble animation lacks perfect physical realism, 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":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the conditioning frame and successfully captures the requested underwater scene. However, the motion of the fins is physically unrealistic due to morphing artifacts, and the bubble animation lacks consistent temporal flow. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":85,"camera_composition":80}

Explanation: The video maintains high fidelity to the first frame and effectively captures the requested underwater scene. While the diver's movement is generally good, the fins suffer from noticeable morphing artifacts, and the bubble stream lacks consistent, fluid motion throughout the duration. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":80}


Prompt: The surfer rides the wave toward the right, carving a sharp turn that sends a spray of water upward before they lose balance and fall backward into the breaking crest. The camera remains static, maintaining a wide, side-on framing of the ocean. A second surfer sits on their board in the foreground, watching the action unfold as the wave continues to crash and dissipate across the surface of the water.

Explanation: While the video successfully maintains the initial composition and framing, it fails significantly to animate the requested actions. The surfer remains frozen in a single pose, and the wave dynamics are extremely limited, failing to depict the carving turn or the fall described in the prompt. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":80}

Explanation: While the video successfully maintains the initial frame and camera composition, it fails significantly on motion quality and prompt adherence. The surfer is essentially frozen in a single pose, failing to execute the complex action of carving a turn or falling as described in the prompt. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":35,"visual_quality":50,"camera_composition":80}

Explanation: While the video maintains excellent fidelity to the first frame and adheres to the static camera requirement, it fails significantly on the core action prompt. The surfer does not perform the described maneuver, and the overall motion is too minimal to represent a breaking wave, resulting in a static and unengaging output. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":40,"visual_quality":50,"camera_composition":60}


Prompt: A modern commuter train approaches the platform from the distance, moving steadily forward until it comes to a complete stop at the station. The camera remains static throughout the entire sequence, maintaining a fixed, wide-angle perspective of the tracks and the surrounding terminal infrastructure. The train’s bright headlights remain illuminated as it glides into the frame, eventually settling into a stationary position against the backdrop of the urban station setting.

Explanation: The video maintains high visual quality and perfect fidelity to the first frame. However, it fails to fulfill the prompt's requirement for the train to come to a complete stop, as the train remains in motion until the end of the sequence. | overall_score=85 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":90,"camera_composition":95}

Explanation: The video maintains high visual fidelity and adheres well to the prompt's scene description, but the motion of the train is slightly unnatural and fails to reach a complete stop as requested by 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 visual fidelity to the conditioning frame and exhibits good camera stability. However, it fails to fulfill the prompt's requirement for the train to come to a complete stop, as the train is still moving when the video ends. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}


Prompt: The frost patterns on the glass surface slowly melt and recede, causing the dark, intricate crystalline edges to shrink and retreat outward. As the ice dissolves, the clear, golden-lit area expands, revealing more of the bright, sunlit background behind the window. The camera remains completely static throughout the entire duration, maintaining a fixed, top-down perspective on the frost-covered pane as the ice gradually disappears and the light behind it grows more prominent.

Explanation: The video effectively captures the requested melting frost effect with high visual quality and strong adherence to the initial frame. The motion is smooth and consistent, though there is a very slight jitter in the crystalline edges during the process. | overall_score=92 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":90,"temporal_consistency":92,"visual_quality":95,"camera_composition":90}

Explanation: The video demonstrates high-quality generation, accurately depicting the requested melting frost effect while maintaining the integrity of the initial frame and the static camera perspective. | 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, realistic motion of melting frost that aligns perfectly with the prompt. The camera remains static as requested, and the visual quality is consistent throughout, with only minor temporal jitter in the receding edges. | 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: A large passenger airplane cruises steadily from left to right across a clear blue sky, leaving behind four distinct, persistent contrails that stretch horizontally across the frame. The aircraft maintains a constant altitude and trajectory, moving at a uniform speed without banking or changing orientation. The camera remains perfectly static, keeping the plane centered in the frame as it travels across the vast, empty expanse of the sky.

Explanation: While the video starts with high fidelity to the conditioning frame, it fails to maintain the structural integrity of the airplane during motion. The failure to correctly render the requested four contrails and the significant geometric instability of the aircraft result in a low score for prompt adherence and motion quality. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":50,"camera_composition":60}

Explanation: While the video starts with high fidelity to the conditioning frame, it fails to maintain the specific details requested in the prompt (four contrails) and suffers from significant temporal instability and identity drift, where the aircraft model morphs during the animation. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":50,"motion_quality":30,"temporal_consistency":30,"visual_quality":40,"camera_composition":60}

Explanation: While the video starts with high fidelity to the conditioning frame, it fails to maintain the structural integrity of the airplane during motion. The failure to correctly render the requested four contrails and the significant geometric instability of the aircraft result in a low adherence and motion quality score. | overall_score=45 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":40,"motion_quality":30,"temporal_consistency":30,"visual_quality":50,"camera_composition":60}


Prompt: A silver minivan drives steadily from the right side of the frame toward the left, passing a sidewalk fruit stand. The vehicle maintains a consistent speed and trajectory as it exits the scene. The camera remains completely static throughout the entire duration, capturing the street-level view of the roadside market stall and the passing traffic. The scene is anchored by a blue-tarped produce stand situated on a paved sidewalk next to a busy urban road.

Explanation: While the video successfully maintains the static camera and initial scene composition, it suffers from a critical failure in object consistency, where the silver minivan transforms into a black SUV, and the motion is jittery and lacks fluid, realistic movement. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":60,"motion_quality":30,"temporal_consistency":20,"visual_quality":50,"camera_composition":80}

Explanation: The video successfully maintains a static camera and captures the requested movement of the silver minivan. While there is some minor temporal flickering and slight shape distortion of the vehicle, the overall quality is high and adheres well to the prompt. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":85,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video successfully maintains the static camera and the specific movement of the silver minivan as requested. While there is slight jitter in the vehicle's motion, the overall visual quality and adherence to the first 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}


Prompt: The camera remains static, framing a tranquil lake scene through the trunks of two birch trees. Throughout the clip, the water surface exhibits a gentle, rhythmic rippling motion, while the delicate branches and leaves in the foreground sway subtly in the breeze. The sun, positioned between the trees, remains fixed in the frame as the light reflects steadily across the water, capturing the quiet, natural movement of a peaceful lakeside environment.

Explanation: The video is highly faithful to the conditioning frame and adheres well to the prompt's atmospheric requirements. While the motion is technically present, it is quite restrained, which prevents it from being a perfect representation of the requested 'rhythmic' and 'swaying' movements. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video is a high-quality, stable generation that adheres closely to the prompt and the conditioning frame. While the motion is technically present, it is quite subtle, which slightly limits the dynamism of the scene. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}

Explanation: The video is highly faithful to the conditioning frame and adheres well to the prompt's atmospheric requirements. While the motion is present, it is quite restrained, but the overall technical execution is 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}


Prompt: Numerous skiers and snowboarders glide down a gentle, snow-covered slope, moving primarily from the upper background toward the foreground. Several individuals traverse horizontally across the frame, while others descend at varying speeds. The camera remains static, maintaining a wide, fixed perspective of the bustling ski resort. The scene captures a busy winter sports area with a village and forested mountains in the distance, as people continuously navigate the snowy terrain throughout the five-second duration.


Prompt: The camera moves forward at a steady walking pace, tracking a crowd of people from behind as they march down a city street. The individuals in the foreground sway slightly while walking, and the flags held by participants wave rhythmically in the wind. The camera remains at a consistent height, maintaining a stable, eye-level perspective throughout the shot. A group of protesters walks forward together, carrying flags and umbrellas in a public urban setting.

Explanation: The generated video is essentially a static image that fails to incorporate any of the requested motion, such as the camera moving forward or the flags waving. While it maintains high fidelity to the first frame, it fails completely as a video generation task due to the lack of temporal dynamics. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":30,"camera_composition":40}

Explanation: While the model successfully maintains the visual appearance of the first frame, it fails completely to execute the requested motion, camera movement, or animation of the crowd and flags, resulting in a static image rather than a video. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":30,"camera_composition":40}

Explanation: The video fails significantly on motion requirements; it is effectively a static image that does not demonstrate the requested camera movement or the movement of the crowd, flags, and umbrellas. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":40,"motion_quality":20,"temporal_consistency":20,"visual_quality":30,"camera_composition":40}


Prompt: A large, dense white cloud drifts slowly toward the right side of the frame against a deep blue sky. The cloud maintains its overall shape while its edges subtly shift and dissipate in the wind. A small, dark bird flies steadily from the left toward the center of the frame, passing behind the upper portion of the cloud. The camera remains completely static throughout the entire duration, maintaining a fixed, wide-angle view of the sky.


Prompt: The adult swan on the right slowly dips its head and neck into the water to feed, while the cygnets near it move slightly in the current. The adult swan on the left remains mostly stationary, drifting gently to the left. The camera is static, maintaining a fixed medium shot of the swans and the foreground wildflowers. The scene depicts a family of swans swimming in a calm, dark pond.

Explanation: The video demonstrates high fidelity to the conditioning frame and effectively captures the requested behaviors of the swans. While the motion of the feeding swan is slightly mechanical, 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 successfully captures the requested scene with high fidelity to the first frame and good adherence to the prompt's specific motion instructions. While the motion of the feeding swan is slightly mechanical, the overall visual quality and temporal stability are high. | overall_score=88 | aspect_scores={"first_frame_fidelity":98,"prompt_adherence":95,"motion_quality":85,"temporal_consistency":90,"visual_quality":92,"camera_composition":95}


Prompt: Water flows continuously downward over the dark, mossy rock face of a jungle waterfall, creating two distinct streams that cascade into a calm, dark pool below. The water maintains a steady, rhythmic descent throughout the entire duration. The camera remains completely static, maintaining a fixed, wide framing of the waterfall and the surrounding lush green foliage. This is a tranquil, natural scene featuring a small, tiered waterfall nestled within a dense, sunlit forest environment.

Explanation: The video maintains high fidelity to the conditioning frame and adheres well to the prompt's requirements for a static camera and specific scene elements. The motion is generally good, though it feels slightly artificial or looped in its rhythm. | 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 is a high-quality generation that adheres strictly to the prompt and maintains perfect camera stability. The only minor drawback is that the water animation feels slightly synthetic and repetitive, though it remains visually pleasing and consistent 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":100}

Explanation: The video is a high-quality generation that adheres strictly to the prompt and maintains perfect camera stability. The only minor drawbacks are the slightly repetitive nature of the water animation and subtle temporal inconsistencies in the flow. | 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: Dense clouds drift slowly across the jagged, snow-covered mountain peaks, shifting and swirling in place while the lower landscape remains still. The camera performs a smooth, continuous forward dolly movement, gradually pushing deeper into the valley toward the base of the mountains. This wide aerial shot captures the vast, rugged terrain of a snow-dusted mountain range and the surrounding forest, emphasizing the scale of the peaks as the perspective slowly advances through the cold, clear air.

Explanation: While the video maintains high visual fidelity to the first frame, it fails almost entirely to execute the requested motion. The prompt explicitly asks for a forward dolly movement and shifting clouds, but the generated output is a static image with no meaningful animation. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":40,"visual_quality":50,"camera_composition":20}

Explanation: While the first frame is perfectly preserved, the video fails to execute any of the requested motion. The scene is entirely static, and there is significant, distracting flickering and noise across the frames, indicating poor temporal consistency. | overall_score=25 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":20,"visual_quality":30,"camera_composition":20}

Explanation: The video fails to execute the requested camera movement and cloud animation, remaining almost entirely static throughout the duration. While the visual quality and fidelity to the first frame are high, the lack of motion makes it a poor response to the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":20,"motion_quality":10,"temporal_consistency":40,"visual_quality":60,"camera_composition":20}


Prompt: A white van travels downward along the left lane of a divided highway while a red car moves upward in the opposite lane. Simultaneously, a large white truck pulls out from a gas station area on the left, merging onto the road. The camera remains static in a high-angle aerial view, capturing the continuous flow of traffic through a commercial roadside setting. The scene focuses on the synchronized movement of vehicles navigating the intersection and highway lanes over the five-second duration.

Explanation: While the video maintains high visual quality and perfectly matches the first frame, it fails significantly on the prompt's core requirement of synchronized vehicle movement; most vehicles remain static or exhibit very minimal, unnatural motion. | 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: While the video maintains high visual fidelity and perfectly matches the initial frame, it fails significantly on the motion requirements of the prompt. The vehicles are largely static, lacking the continuous, synchronized traffic flow described. | 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: While the video maintains the visual integrity of the first frame, it fails almost entirely to execute the specific motion requirements of the prompt. The vehicles that should be in motion are either static or missing, resulting in a failure to capture the synchronized traffic flow described. | overall_score=45 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":30,"motion_quality":40,"temporal_consistency":45,"visual_quality":60,"camera_composition":80}


Prompt: A cricket bowler runs in from the top of the frame toward the center pitch, releasing the ball as they approach the crease. The batter stands ready at the opposite end of the pitch, shifting slightly as the ball is delivered. The camera remains in a static, high-angle bird's-eye view, framing the entire cricket pitch and surrounding field. Several other players are positioned across the grass, remaining largely stationary throughout the sequence.

Explanation: While the video maintains the visual style and composition of the first frame perfectly, it fails completely to animate the requested action. The bowler remains stationary, and there is no bowling motion or ball delivery, rendering the video a static image rather than a dynamic sequence. | 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 composition and initial frame, it fails to execute the core motion requirements of the prompt, resulting in a static scene where the bowler and batter do not perform the described actions. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":40,"visual_quality":50,"camera_composition":80}

Explanation: While the video maintains the initial frame and camera angle, it fails almost entirely to execute the requested motion. The bowler does not run in, and there is no ball delivery, resulting in a static image that ignores the core action requirements of the prompt. | overall_score=35 | aspect_scores={"first_frame_fidelity":90,"prompt_adherence":30,"motion_quality":20,"temporal_consistency":40,"visual_quality":50,"camera_composition":80}


Prompt: The water flows rapidly downstream from the top left toward the bottom right, churning into white foam as it cascades over the rocky ledge. The current maintains a constant, vigorous motion throughout the frame. The camera remains in a fixed, top-down aerial position, providing a stable, high-angle view of the entire scene. This perspective captures a narrow, rocky river gorge with water rushing through the center, framed by trees on the upper and lower banks.


Prompt: Two ants crawl across the surface of an orange daylily. One ant moves steadily downward along the upper petal toward the center, while a second ant traverses the lower petal, moving slowly toward the base of the flower. The camera remains static in a close-up shot, focusing on the flower's center and the movement of the insects against the stationary petals. The scene captures the small, deliberate movements of the ants within the fixed, vibrant frame of the lily.

Explanation: The video does a great job of maintaining the static composition and the visual fidelity of the conditioning frame. However, the motion of the ants is somewhat artificial and suffers from minor temporal instability, preventing a higher score. | 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 maintains high visual fidelity to the conditioning frame and successfully captures the static camera composition. While the ants move, their motion is slightly unnatural and lacks the specific, distinct paths requested in the prompt, though the overall scene is coherent and visually pleasing. | overall_score=82 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":85,"motion_quality":75,"temporal_consistency":80,"visual_quality":85,"camera_composition":90}

Explanation: The video maintains high fidelity to the first frame and successfully captures the requested subject matter and composition. While the motion of the ants is slightly jittery and lacks perfect biological realism, the overall temporal consistency and visual quality are very high. | overall_score=85 | aspect_scores={"first_frame_fidelity":95,"prompt_adherence":90,"motion_quality":80,"temporal_consistency":85,"visual_quality":90,"camera_composition":95}