FETA Car-Manuals (FETA Car-Manuals dataset, image-text retrieval for foundation models' expert data performance.)
Introduced by Alfassy et al. in FETA: Towards Specializing Foundation Models for Expert Task Applications
FETA benchmark focuses on text-to-image and image-to-text retrieval in public car manuals and sales catalogue brochures. The FETA Car-Manuals dataset consists of a total of 349 PDF documents from 5 car manufacturers, namely Nissan, Toyota, Mazda, Renault, Chevrolet.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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FETA Car-Manuals
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FETA's CLIP-MIL
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FETA Car-Manuals
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FETA's CLIP-MIL
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Papers
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