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The Brain-Score platform aims to yield computational models of how the brain gives rise to the mind. Benchmarks (neural+behavioral along with SOTA brain models

Joined October 2021
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Thanks so much to all the contributors! We honestly didn't expect this many submissions, and even better there are now new benchmarks as goal posts for computational models. See you at CCN in August :)
It's a wrap! Across 46 new benchmarks from 8 submitters, we have now evaluated 19 reference models for a total of 874 alignment scores. These new behavioral and neural benchmarks are showing the short-comings of our models (although some occasionally prevail). Winners TBA at CCN!
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Brain-Score retweeted
Well that should be easy!
🧠 Announcing the 2024 Brain-Score Benchmarking Competition 📣 This year — we have turned the table! We invite experimentalists and the community at large to expose the explanatory gaps between current models of primate vision and the biological brain. brain-score.org/competition/ 1/
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This is an absolutely brilliant idea! Bravo!
🧠 Announcing the 2024 Brain-Score Benchmarking Competition 📣 This year — we have turned the table! We invite experimentalists and the community at large to expose the explanatory gaps between current models of primate vision and the biological brain. brain-score.org/competition/ 1/
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Super excited for the 2024 Brain-Score Benchmarking Competition. Submissions will be rewarded on how much the current best models fail on them! We have been working hard to make model testing easy and I hope this competition uncovers some explanatory gaps in our models of vision
🧠 Announcing the 2024 Brain-Score Benchmarking Competition 📣 This year — we have turned the table! We invite experimentalists and the community at large to expose the explanatory gaps between current models of primate vision and the biological brain. brain-score.org/competition/ 1/
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15/ These are only some of the directions we are currently exploring that stem from having brain-aligned models of machine vision (e.g. see @brain_score), so if you are a small/medium/large business or research lab and would like to work with us, also let us know!
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Brain-Score retweeted
2/4 But can't neuro up its contribution via large-scale datasets of neural responses on tasks that AI isn't yet good at? These can be either benchmarks (as in @brain_score) or as optimization targets (cool progress from Leila Wehbe @mldcmu & co using @cvnlab's NSD dataset).
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Congratulations to the Open Data at MIT winners! Quest researchers received an honorable mention for @brain_score and iCatcher!! @kvdmgallagher @martin_schrimpf libraries.mit.edu/opendata/o…
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Joel Zylberberg is kicking off the Brain-Score and beyond workshop at #cosyne2022. We have an impressive list of speakers to discuss how we can confront brain-like ANNs with neuronal and behavioral data. For more information, please check out brainscoreworkshop.com
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Join our 2-day #cosyne2022 workshop: brainscoreworkshop.com/ -- We will discuss computational models as hypotheses of neural computation, with lots of opportunities for interaction, announce the winners of the 2022 @brain_score competition, and try to figure out where to go next!
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Happy to share that the fantastic teamwork with @ArtDeza resulted in our new paper which shows that a Vision Transformer trained in an adversarial manner and coupled with rotation invariance achieves new SOTA in Area V4 at @brain_score competition🤯. #COSYNE22
1/ Excited to share our new paper showing that training a Transformer adversarially with rotation invariance achieves new SOTA in Area V4 for in @brain_score ! We also scored 2nd in the aggregate competition. This epic tour-de-force was lead by @W33lliam96 openreview.net/forum?id=SOul…
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Brain-Score retweeted
1/ Excited to share our new paper showing that training a Transformer adversarially with rotation invariance achieves new SOTA in Area V4 for in @brain_score ! We also scored 2nd in the aggregate competition. This epic tour-de-force was lead by @W33lliam96 openreview.net/forum?id=SOul…
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I really want to see the Computer Vision/Machine Learning folks submit their models. Lots of talk in CV/ML about what "is" & "is not" biologically inspired or perceptually aligned. Brainscore goes in the right direction by literally computing a "brain score" of such models.
Announcing the first ever Brain-Score Competition brain-score.org/competition/! Submit your models before Feb 15 to compete in 33 (!) neural and behavioral benchmarks, ranging from V1 to behavior. $6,000 in prize money will be awarded to the best overall, V1, and behavior models. 1/n
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Brain-Score retweeted
We are excited to announce that submissions to the 2022 Brain-Score competition are open until February 15, 2022! For more information, please visit the competition website, follow Brain-Score on twitter, and join our Slack workspace! Good luck! brain-score.org/competition/
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If you are interested in modeling visual processing in the brain or work on computer vision, please consider submitting your model to the 2022 Brain-Score competition. This is a fantastic opportunity to evaluate your model on a large set of neuronal and behavioral benchmarks!
Announcing the first ever Brain-Score Competition brain-score.org/competition/! Submit your models before Feb 15 to compete in 33 (!) neural and behavioral benchmarks, ranging from V1 to behavior. $6,000 in prize money will be awarded to the best overall, V1, and behavior models. 1/n
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Brain-Score retweeted
Find out more about the Brain-Score Competition at brain-score.org/competition/.
Replying to @brain_score
We thank @mit_quest, @cbric_center, and @MITIBMLab for their sponsorship and look forward to your submissions!
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$6,000 in prize money for the most brain-like vision models at the 2022 @brain_score competition brain-score.org/competition/ -- Compete with your model(s) in 33 brain benchmarks!
Announcing the first ever Brain-Score Competition brain-score.org/competition/! Submit your models before Feb 15 to compete in 33 (!) neural and behavioral benchmarks, ranging from V1 to behavior. $6,000 in prize money will be awarded to the best overall, V1, and behavior models. 1/n
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Exciting new initiative!
Announcing the first ever Brain-Score Competition brain-score.org/competition/! Submit your models before Feb 15 to compete in 33 (!) neural and behavioral benchmarks, ranging from V1 to behavior. $6,000 in prize money will be awarded to the best overall, V1, and behavior models. 1/n
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Brain-Score challenge! An important and exciting initiative announced today @SVRHM2021. Spread the word far and wide folk! @martin_schrimpf @tiagogmarques @JamesJDiCarlo
Announcing the first ever Brain-Score Competition brain-score.org/competition/! Submit your models before Feb 15 to compete in 33 (!) neural and behavioral benchmarks, ranging from V1 to behavior. $6,000 in prize money will be awarded to the best overall, V1, and behavior models. 1/n
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