
At the end of 2025 will a DINO-based algorithm still be SOTA for self-supervised learning in vision?
Mini
2
Ṁ152026
57%
chance
1D
1W
1M
ALL
DINO is an algorithm for self-supervised learning on images. Since its publication it's been one of the most popular algorithm for SSL, and DINOv2 is SOTA or near-SOTA on several different benchmarks. At the end of 2025 will an algorithm based on DINO still be the best? For market resolution I will use SSL classification on ImageNet.
Get Ṁ1,000 play money
Related questions
Related questions
What will be true of OpenAI's Sora* model, at the end of 2025? [*see description]
Will Transformer based architectures still be SOTA for language modelling by 2026?
79% chance
Will there be an open source, uncensored AI image generator with the same or greater quality as DALLE-3 by end of 2025?
90% chance
Will a transformer based model be SOTA for video generation by the end of 2025?
82% chance
Will humans create a SOTA AI model without Multi-Layer Perceptrons by 2029?
41% chance
By the end of 2025, will AI models, as Dario Amodei speculates, be able to “replicate and survive in the wild”?
17% chance
Will a Kolmogorov-Arnold Network based model achieve SOTA on some significant machine learning tasks in 2024?
11% chance
Will a SOTA model be trained with Kolmogorov-Arnold Networks by 2029?
20% chance
Will open-source AI win (through 2025)?
25% chance
Will AI image generating models score >= 90% on Winoground by June 1, 2025?
82% chance