InstanceCap generates instance-level structured video captions by isolating objects with auxiliary models and prompting MLLMs with class-specific hints, improving text-to-video generation fidelity when used for finetuning.
VBench: Com- prehensive benchmark suite for video generative models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption
InstanceCap generates instance-level structured video captions by isolating objects with auxiliary models and prompting MLLMs with class-specific hints, improving text-to-video generation fidelity when used for finetuning.