File:Performance of Med-PaLM M on MultiMedBench across model scales.png
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Captions
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From the study "Towards Generalist Biomedical AI"
Summary
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| Description |
English: "We summarize the performance of Med-PaLM M across three model scale variants 12B, 84B, 562B. All models were finetuned and evaluated on the same set of tasks in MultiMedBench. We observe that scaling plays a key role in language-only tasks and multimodal tasks that require reasoning such as visual question answering. However, scaling has diminishing benefit for image classification and chest X-ray report generation task." |
| Date | |
| Source | https://arxiv.org/abs/2307.14334 |
| Author | Authors of the study: Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena, Basil Mustafa, Aakanksha Chowdhery, Yun Liu, Simon Kornblith, David Fleet, Philip Mansfield, Sushant Prakash, Renee Wong, Sunny Virmani, Christopher Semturs, S Sara Mahdavi, Bradley Green, Ewa Dominowska, Blaise Aguera y Arcas, Joelle Barral, Dale Webster, Greg S. Corrado, Yossi Matias, Karan Singhal, Pete Florence, Alan Karthikesalingam, Vivek Natarajan (all at Google Research or Google DeepMind) |
Licensing
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This file is licensed under the Creative Commons Attribution 4.0 International license.
- You are free:
- to share – to copy, distribute and transmit the work
- to remix – to adapt the work
- Under the following conditions:
- attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 17:51, 8 September 2023 | | 1,908 × 1,825 (612 KB) | Prototyperspective (talk | contribs) | Uploaded a work by Authors of the study: Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena, Basil Mustafa, Aakanksha Chowdhery, Yun Liu, Simon Kornblith, David Fleet, Philip Mansfield, Sushant Prakash, Renee Wong, Sunny Virmani, Christopher Semturs, S Sara Mahdavi, Bradley Green, Ewa Dominowska, Blaise Aguera y Arcas, Joelle Barral, Dale Webster, Greg S. Corrado, Yossi Matias, Karan Singhal, Pete Florenc... |
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