Bernini-R 14B / OmniVideo2-A14B · 固定 caption 对比
Bernini-R 14B · T2V 12/12 · OmniVideo2-A14B · T2V 12/12 · Bernini-R 14B · RV2V 12/12 · OmniVideo2-A14B · V2V 12/12
T2V 使用相同的最终目标描述、seed、81 帧、25 fps、40 步;Omni 的 Qwen 自由扩写已关闭,只提取既定文本的特征。Bernini 保留原生任务前缀。相同 caption 正文不代表不同模型的特征或采样器相同。
编辑分支同样使用该目标描述与相同源视频。Bernini RV2V 另取源视频第 0/27/53/80 帧作原生参考;Omni 保留原生视觉条件与双份文本上下文。Real target 仅供观察,完整目标片段已统一到 3.24 秒以同步播放。
比较条件与原生差异
共同条件:相同最终 caption 正文、逐例 seed、81 帧、25 fps、40 步;编辑使用同一源视频。T2V 均为 832×480。
Bernini 保留固定任务前缀和原生 RV2V 参考帧;编辑输出为 832×464。Omni 保留原生源视觉条件和双文本上下文;编辑输出为 832×480。两边引导方式不同,UniPC 有效 flow shift 分别为 3 和 5。本页控制 caption 一致,其余原生差异如实保留。
所有结果原样展示。视频文件有效不代表目标动作成功。
12 例固定输入与 caption 清单提杠铃 · Barbell lift
Editing instruction:Edit the action so that the woman in a home gym lifts a barbell from the floor to her waist.
两模型共用的最终 caption 正文(无扩写):
The woman in a home gym lifts a barbell from the floor to her waist. She wears black activewear. The home gym has a tiled floor and exercise equipment. A static full-body shot keeps the woman and the barbell visible.
fb7725c351ba · seed 2026081901 · caption SHA-256: b3337cc9b01e086c7969770d68fc6c6572e454e5fe1be64f770a6b7e1e30500d狗转头 · Dog head turn
Editing instruction:Edit the action so that the dog turns its head further to the right while sitting in the grass.
两模型共用的最终 caption 正文(无扩写):
The dog turns its head further to the right while sitting in the grass. The dog is a reddish-brown and white Pembroke Welsh Corgi in a sunny green field. The camera is stationary in a medium shot.
3fadbe0c2961 · seed 2026081902 · caption SHA-256: aaeb58cbd788e3a815962e6289b1853ca09f2ef13c69d98a1af484e67f9da178长椅上写字 · Write in notebook
Editing instruction:Edit the action so that the young woman sitting on a park bench thoughtfully writes in her notebook with a pen.
两模型共用的最终 caption 正文(无扩写):
The young woman sitting on a park bench thoughtfully writes in her notebook with a pen. She has shoulder-length light brown hair and wears a pink shirt and blue jeans. The wooden bench is in a sunny park. The camera is stationary.
7077cfb160cf · seed 2026081904 · caption SHA-256: 0acdffedc18b04d2c2bef7d0a4e4e51544b75d4dd1f904e080d9e0490be24fb1转身倚车 · Turn and lean on car
Editing instruction:Edit the action so that the woman in a black leather jacket and red pants turns and leans back against the hood of the black car.
两模型共用的最终 caption 正文(无扩写):
The woman in a black leather jacket and red pants turns and leans back against the hood of the black car. The setting is an underground parking garage with steady red lighting. The camera is stationary.
7e488525099e · seed 2026081906 · caption SHA-256: ed6115b291eb39710054250e5a6fd3e51f92ed3675fe1af1c5b45617396c3082闭眼尝汤 · Taste from ladle
Editing instruction:Edit the action so that the woman in an apron closes her eyes as she tastes from a metal ladle.
两模型共用的最终 caption 正文(无扩写):
The woman in an apron closes her eyes as she tastes from a metal ladle. She wears a patterned apron in a modern kitchen. The camera is stationary.
d5221a1b69d5 · seed 2026081907 · caption SHA-256: 043306a7c3eff9ad7a50db5bbf0d3b4a2d6dec27fb8c5b5f6a316382992bc71b放下手机后翻身睡觉 · Put phone away and sleep
Editing instruction:Edit the action so that the man in bed puts his smartphone on the nightstand and turns over to go to sleep.
两模型共用的最终 caption 正文(无扩写):
The man in bed puts his smartphone on the nightstand and turns over to go to sleep. He has dyed-blond hair, wears a pink tank top and a nose ring, and is in a dark bedroom with a nightstand beside the bed. The camera is stationary.
40712e1341dc · seed 2026081911 · caption SHA-256: 24857d19e619899acd653ea104c6a5b68b895cdd4b5cc3637df661f694521907Jellyfish contraction
Editing instruction:Edit the action so that the jellyfish pulsates, its bell contracting to reveal a ring-like shape in the blue water.
两模型共用的最终 caption 正文(无扩写):
The jellyfish pulsates, its bell contracting to reveal a ring-like shape in the blue water. A small, translucent jellyfish with white spots is surrounded by deep blue water. The underwater camera is stationary.
10af6c651dbc · seed 2026081910 · caption SHA-256: 790782c54c3fea6d88d28f9129501ef060ebc863cd6ead101f7a12563d43e383Editing instruction:Edit the action so that the woman in a red bikini top and straw hat takes a playful selfie with her phone, sticking her tongue out and winking.
两模型共用的最终 caption 正文(无扩写):
The woman in a red bikini top and straw hat takes a playful selfie with her phone, sticking her tongue out and winking. She is framed in a static medium shot against a uniform green screen background.
7fa338474c75 · seed 2026081900 · caption SHA-256: f7d22ce2d98ed6adff42d53192e7204016d9035165349de21317c756823ac96eEditing instruction:Edit the action so that the woman wearing a green skirt and black shirt gracefully spins in a circle while holding a scarf.
两模型共用的最终 caption 正文(无扩写):
The woman wearing a green skirt and black shirt gracefully spins in a circle while holding a scarf. Her scarf is red and white. A flower-lined fence and a rustic wooden house form the background. The camera is stationary.
81533c9e56ec · seed 2026081915 · caption SHA-256: f6e77c2c4c9a431ed92369c65484776cb036d47a4d72c6a19e11d2a4d5b09579Rub eyes then cover face
Editing instruction:Edit the action so that the man lying on the couch rubs his tired eyes and covers his face with both hands.
两模型共用的最终 caption 正文(无扩写):
The man lying on the couch rubs his tired eyes and covers his face with both hands. He has dark skin, dreadlocks, and a gold septum ring. The couch is dark and the room is dimly lit. The camera is stationary.
d977ce147d80 · seed 2026081905 · caption SHA-256: a217f2a0d32d07e58d5c5781d12d401ed7a08f25d9286ea9f0bee5c25677e960Place bottle on treadmill
Editing instruction:Edit the action so that the woman turns her head to the left and places her water bottle onto the treadmill.
两模型共用的最终 caption 正文(无扩写):
The woman turns her head to the left and places her water bottle onto the treadmill. She has long reddish-blonde hair and wears a mint green athletic outfit. The modern gym has blue and white striped pillars. The camera is stationary.
840b214afead · seed 2026081913 · caption SHA-256: fe3b668a66485813f97192ae443c497bc34efcc6edbd10bbdf8af1724af85247Editing instruction:Edit the action so that the woman in a taekwondo uniform stands in profile and claps her hands together in front of her.
两模型共用的最终 caption 正文(无扩写):
The woman in a taekwondo uniform stands in profile and claps her hands together in front of her. Her uniform is white with a black collar. The background is black with side lighting, in a static medium shot.
d908552fb691 · seed 2026081903 · caption SHA-256: 025f04cb7e601915763666a56d60e01f88ed30d6efa85a172c0cf38eff834896