Caption	Pre-trained	SFT	VanillaDPO	StructuralDPO	DenseDPO (Ours)
A young woman dances in the night bustle against the backdrop of a glowing fanfare.
In a studio, a popping dancer creates precise isolation movements.
A woman doing push-up exercise.
A young adult male doing a handstand on the beach.
A weightlifter performs a deadlift with perfect form in a concrete garage gym.
A man exercising with battle ropes at a gym.
At the edge of a roaring waterfall, a boxer practices jabs and hooks on a punching bag, sweat dripping as he refines his technique.
A woman dancing in a gym. The woman is spinning around repeatedly.
A man doing push-ups on a ledge overlooking a body of water. The man appears to be doing a push-up, with his head down.
A woman doing push-up exercise on a beach at sunset.
A panda breakdancing in a neon-lit urban alley.
A monkey performs a jump on a skateboard at the skate park, landing smoothly.
A giraffe stepping gingerly along a tightrope above a city plaza, drawing gasps from the crowd below.
Fingers press into a shimmering slime ball.
Close-up of a sushi chef slicing sashimi with deliberate, smooth movements.
A slow-motion close-up of a chef slicing a tomato.
An arc shot captures a figure skater gliding gracefully across the ice in slow motion.
A dancer twirls gracefully on a confetti-strewn stage as the sun sets.
A skateboarder performs jumps.
On a rainy rooftop, a pair of hip-hop dancers lock and pop in perfect sync.
A woman transitions gracefully on an aerial hoop under golden hour light.
A woman doing a headstand on the beach.
A snowboarder navigates a snow-covered mountain trail, dodging tall pine trees. They leap off a small hill, executing a mid-air spin before landing gracefully and continuing their descent.
A vase smashing on a wooden floor in a quiet antique shop.
On the deck of a drifting ship, two robots are performing push-ups.
Two otters hold hands as they spin in a playful circle on a calm river surface.
A person jogs along a city waterfront.
A goat balancing on a spinning ball on a mountaintop.
Water poured into a glass.
A woman engaging in a challenging workout routine, performing pull-ups on green bars.
A goat balancing on a large circus ball.
A bear wobbling slightly as it rides a bicycle down a forest trail, its paws gripping the seat for balance.
A raccoon rollerblading in a skate park, performing small jumps off the ramps.
A man enjoying a leisurely bike ride along a road next to a body of water during a sunset.
A penguin slides down a snowy hill on its belly, cheering with tiny flippers in the air.
A raccoon riding a massive wave with style.
Slow motion of a water drop crown formation.