TempCompass: Do Video LLMs Really Understand Videos?
Yuanxin LiuShicheng LiYi LiuYuxiang WangShuhuai RenLei LiSishuo ChenXu SunLu HouPublished in: ACL (Findings) (2024)
Keyphrases
- video content
- video frames
- video data
- video sequences
- video database
- video analysis
- key frames
- video clips
- video event
- video editing
- youtube videos
- online video
- video indexing
- event recognition
- video segments
- content based copy detection
- video streams
- video images
- video surveillance
- video dataset
- video shots
- human actions
- human activities
- natural language descriptions
- input video
- video retrieval
- video annotation
- moving camera
- motion features
- multimedia
- spatial and temporal
- video material
- video representation
- video summarization
- high definition
- action recognition
- lecture videos
- spatiotemporal features
- temporal coherence
- instructional videos
- dynamic scenes
- sports video
- stationary camera
- video search
- video browsing
- event detection
- space time
- successive frames
- video collections
- surveillance videos
- video processing
- stereoscopic video
- web videos
- video sharing
- temporal segmentation
- semantic concept detection
- dynamic textures
- static images
- eye tracking data
- news video
- video stabilization
- action classification
- video objects
- video summaries
- foreground background segmentation
- video copy detection
- bit rate
- low frame rate
- visual analysis
- video scene