Vinoground

Overview edit

Variants: Vinoground

Associated Benchmarks

This dataset is used in 1 benchmark:

• Temporal Relation Extraction - Metrics: Text Score, Video Score, Group Score

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution (2024) -
• LLaVA-OneVision: Easy Visual Task Transfer (2024) -
• MiniCPM-V: A GPT-4V Level MLLM on Your Phone (2024) -
• InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output (2024) -
• VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs (2024) -
• MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding (2024) -
• Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context (2024) -
• VTimeLLM: Empower LLM to Grasp Video Moments (2023) -
• Video-LLaVA: Learning United Visual Representation by Alignment Before Projection (2023) -
• LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment (2023) -
• ImageBind: One Embedding Space To Bind Them All (2023) -
• VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding (2021) -