Standardizing per-modality embeddings can shrink the CLIP modality gap to near zero, but the post-hoc version's evaluation is circular because it uses test-set statistics.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
I0T: Embedding Standardization Method Towards Zero Modality Gap
Standardizing per-modality embeddings can shrink the CLIP modality gap to near zero, but the post-hoc version's evaluation is circular because it uses test-set statistics.