Actual Performance Numbers - I mean this, this is Joe speaking, All performance numbers listed below came from the actual Cloudwatch logs generated when I was testing execution - They are not AI ...

Abstract: We introduce WildVideo, an open-world benchmark dataset designed to address how to assess hallucination of Large Multi-modal Models (LMMs) for understanding video-language interaction in the ...

Natural Product Reports (NPR) is a critical review journal that stimulates progress in all areas of natural products research, including isolation, structural and stereochemical determination, ...

T2I models aim to create images that accurately align with the text and showcase high perceptual quality. Therefore, the proposed A-Bench includes two parts to diagnose whether LMMs are masters at ...

Abstract: This paper considers few-shot image classification under the cross-domain scenario, where the train-to-test domain gap compromises classification accuracy. To mitigate the domain gap, we ...

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Large multimodal models (LMMs) have shown tremendous improvements over the past year for multimodal understanding and reasoning. Currently, most (if not all) of the works attempt to connect vision and ...