Brain-Score

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

[Brain-Score @brain_score]

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!

[Brain-Score @brain_score]

🧠 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. https://t.co/adSr5H2pmJ 1/

[Brain-Score @brain_score]

All the benchmarks from the Brain-Score Benchmarking Competition @CogCompNeuro are now live on https://t.co/pQcbTHkFHt. Huge thanks again to all who submitted! We're looking forward to new models improving on those benchmarks

[Martin Schrimpf @martin_schrimpf]

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 :)

[Brain-Score @brain_score]

By popular demand we have extended the competition deadline until *July 8*. Please make sure to submit your final benchmarks by then, and we will let you know asap if you broke the SOTA models :)

[Brain-Score @brain_score]

🧠 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. https://t.co/adSr5H2pmJ 1/

[Brain-Score @brain_score]

The 2024 Brain-Score competition now has a confirmed $10k prize pool. Prizes are split up across behavioral and neural benchmark submissions. Only a little over 20 days left!

[Brain-Score @brain_score]

🧠 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. https://t.co/adSr5H2pmJ 1/

[Brain-Score @brain_score]

The 2024 Brain-Score Benchmarking Competition is now officially part of the @CogCompNeuro schedule. We will announce winners as part of the CCN conference -- only 1.5 months left to submit your benchmark!

[Brain-Score @brain_score]

🧠 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. https://t.co/adSr5H2pmJ 1/

[Eli Sennesh @EliSennesh]

Well that should be easy!

[Dan Goodman @neuralreckoning]

This is an absolutely brilliant idea! Bravo!

[Martin Schrimpf @martin_schrimpf]

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

[Brain-Score @brain_score]

There are two tracks to participate in (behavioral + neural), both with multiple prizes. Submissions are due by the end of June, and the winners will be invited to present at MIT in August at a workshop co-occurring with CCN. Happy benchmarking! /fin

[Brain-Score @brain_score]

🧠 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. https://t.co/adSr5H2pmJ 1/

[Brain-Score @brain_score]

We provide the entire compute infrastructure along with model implementations https://t.co/7iNucgEpLi (also see the tutorials). In addition, we will incentivize benchmark submissions by providing visibility to participants and monetary prizes (TBA) to the winning benchmarks. 4/

[Arturo Deza @ArtDeza]

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!

[Daniel Yamins @dyamins]

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).

[MIT Siegel Family Quest for Intelligence (SQI) @MIT_Quest]

Congratulations to the Open Data at MIT winners! Quest researchers received an honorable mention for @brain_score and iCatcher!!
@kvdmgallagher @martin_schrimpf
https://t.co/8aWtK1JM1A

[Brain-Score @brain_score]

Finally, at 3:30pm, William Berrios and Arturo Deza will present the work behind the second best model submission, "Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4" https://t.co/3rLIxc3as0

[Brain-Score @brain_score]

On the second day of the Brain-Score and beyond workshop (March 22 #cosyne2022), we will highlight several key participations to the first edition of the Brain-Score Competition. https://t.co/7wW2Nioqhn

[Brain-Score @brain_score]

Then, at 10:40am, Alexander Riedel will present the winning model of the Brain-Score Competition 2022 with his work "Bag of Tricks for Training Brain-Like Deep Neural Networks" https://t.co/MobT6C4Ndf