Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective.
Mariya HendriksenShuo ZhangRidho ReinandaMohamed YahyaEdgar MeijMaarten de RijkePublished in: CoRR (2024)
Keyphrases
- text retrieval
- language model
- document retrieval
- retrieval model
- image retrieval
- query expansion
- language modeling
- document ranking
- information retrieval
- image content
- text queries
- n gram
- image features
- probabilistic model
- test collection
- speech recognition
- document collections
- image classification
- cross language
- automatic query expansion
- image regions
- retrieval process
- latent semantic indexing
- image collections
- feature space