Finetuning VLMs on perception tasks produces positive and negative transfers that can be mapped with a new normalized metric called Perfection Gap Factor across 13 tasks and three models.
Single- image depth perception in the wild.Advances in neural information processing systems, 29, 2016
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Understanding Task Transfer in Vision-Language Models
Finetuning VLMs on perception tasks produces positive and negative transfers that can be mapped with a new normalized metric called Perfection Gap Factor across 13 tasks and three models.