الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Video Prediction On Kinetics 600 12 Frames

المقاييس

Cond

FVD

Pred

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Cond	FVD	Pred	Paper Title	Repository
Video Transformer	5	170±5	11	Scaling Autoregressive Video Models	-
OmniTokenizer-AR	-	32.9	-	OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation	-
LARP	5	5.1	11	LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior	-
DVD-GAN-FP	5	69.15±0.78	11	Adversarial Video Generation on Complex Datasets	-
LVT	5	224.73	11	Latent Video Transformer	-
RIN (1000 steps)	-	10.8	-	Scalable Adaptive Computation for Iterative Generation	-
TriVD-GAN-FP	5	25.74±0.66	11	Transformation-based Adversarial Video Prediction on Large-Scale Data	-
MAGVIT (-L-FP)	5	9.9±0.3	11	MAGVIT: Masked Generative Video Transformer	-
MAGVIT-v2	-	4.3±0.1	-	Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation	-
CCVS	5	55±1	11	CCVS: Context-aware Controllable Video Synthesis	-
MAGVIT (-B-FP)	5	24.5±0.9	11	MAGVIT: Masked Generative Video Transformer	-
W.A.L.T.-L	-	3.3	-	Photorealistic Video Generation with Diffusion Models	-
Video VQ-VAE FVD	4	64.30±2.04	12	Predicting Video with VQVAE	-
RIN (400 steps)	-	11.5	-	Scalable Adaptive Computation for Iterative Generation	-
RaMViD	5	16.46	11	Diffusion Models for Video Prediction and Infilling	-

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Video Prediction On Kinetics 600 12 Frames | SOTA | HyperAI