Leonie Bossemeyer
@bossemel.bsky.social
PhD student at The University of Edinburgh
Even strong sequence models struggle here, predicting how recognition evolves is genuinely hard.
CleverBirds sets a new challenge for understanding visual learning dynamics.
4/5
CleverBirds sets a new challenge for understanding visual learning dynamics.
4/5
November 12, 2025 at 3:34 PM
Even strong sequence models struggle here, predicting how recognition evolves is genuinely hard.
CleverBirds sets a new challenge for understanding visual learning dynamics.
4/5
CleverBirds sets a new challenge for understanding visual learning dynamics.
4/5
Collected in collaboration with #eBird, CleverBirds spans 10K+ species and 40K learners across six years.
It’s one of the largest datasets for visual expertise, tracking how people build recognition ability over time.
3/5
It’s one of the largest datasets for visual expertise, tracking how people build recognition ability over time.
3/5
November 12, 2025 at 3:33 PM
Collected in collaboration with #eBird, CleverBirds spans 10K+ species and 40K learners across six years.
It’s one of the largest datasets for visual expertise, tracking how people build recognition ability over time.
3/5
It’s one of the largest datasets for visual expertise, tracking how people build recognition ability over time.
3/5
In CleverBirds, ML models have to predict human learning: inferring skills form past answers to anticipate future recognition.
2/5
2/5
November 12, 2025 at 3:31 PM
In CleverBirds, ML models have to predict human learning: inferring skills form past answers to anticipate future recognition.
2/5
2/5