Evaluation Jing Metrics 
Google Research AI blog
APRIL 21, 2023
It usually involves a cross-functional team of ML practitioners who fine-tune the models, evaluate robustness, characterize strengths and weaknesses, inspect performance in the end-use context, and develop the applications. Sign up to be notified when Visual Blocks for ML is publicly available.
Google Research AI blog
JUNE 6, 2023
We measured the performance of the fine-tuned model with the token accuracy metric, i.e., the percentage of tokens in a batch that were correctly predicted by the model. Performance To evaluate the utility of the trained Visual Captions model, we invited 89 participants to perform 846 tasks.
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Google Research AI blog
DECEMBER 7, 2022
Martins Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing Linlu Qiu*, Peter Shaw , Panupong Pasupat , Tianze Shi , Jonathan Herzig , Emily Pitler , Fei Sha , Kristina Toutanova MasakhaNER 2.0: Zhao , Yi Luan , Keith B.
Beth's Blog: How Nonprofits Can Use Social Media
AUGUST 10, 2007
"We can't talk about transparency, accountability and honest evaluation without addressing the contentious topic of failure. Some beta work is happening on this with TechSmith's " Jing Project ," an application that allows you easily embed screencasts into conversations on both PC and MAC platform.
Stanford AI Lab Blog
DECEMBER 6, 2021
Powers, Yianni Laloudakis, Sidhika Balachandar, Bowen Jing, Brandon Anderson, Stephan Eismann, Risi Kondor, Russ B. Townshend, Martin Vögele, Patricia Suriana, Alexander Derry, Alexander S. Altman, Ron O.
Stanford AI Lab Blog
FEBRUARY 1, 2022
These models perform well when evaluated by crowdworkers in carefully-controlled settings–typically written conversations with certain topical or length constraints. While there is a large body of prior work attempting to address this issue, most prior approaches use qualitative metrics based on surveys conducted in lab settings.
Google Research AI blog
NOVEMBER 28, 2022
Derrick Xin , Behrooz Ghorbani , Ankush Garg , Orhan Firat , Justin Gilmer Associating Objects and Their Effects in Video Through Coordination Games Erika Lu , Forrester Cole , Weidi Xie, Tali Dekel , William Freeman , Andrew Zisserman , Michael Rubinstein Increasing Confidence in Adversarial Robustness Evaluations Roland S.
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