448
2024 AI Timeline
📈
View and filter AI model releases in 2024
Fynn Kröger
fynnkroeger
AI & ML interests
None yet
Recent Activity
reacted
to
cogwheelhead's
post
with 👍
15 days ago
Me and my team have performed an in-depth investigation comparing o1 to R1 (and other reasoning models)
Link: https://toloka.ai/blog/r1-is-not-on-par-with-o1-and-the-difference-is-qualitative-not-quantitative
It started with us evaluating them on our own university-math benchmarks: U-MATH for problem-solving and μ-MATH for judging solution correctness (see the HF leaderboard: https://huggingface.co/spaces/toloka/u-math-leaderboard)
tl;dr: R1 sure is amazing, but what we find is that it lags behind in novelty adaptation and reliability:
* performance drops when updating benchmarks with fresh unseen tasks (e.g. AIME 2024 -> 2025)
* R1-o1 gap widens when evaluating niche subdomains (e.g. university-specific math instead of the more common Olympiad-style contests)
* same with going into altogether unconventional domains (e.g. chess) or skills (e.g. judgment instead of problem-solving)
* R1 also runs into failure modes way more often (e.g. making illegal chess moves or falling into endless generation loops)
Our point here is not to bash on DeepSeek — they've done exceptional work, R1 is a game-changer, and we have no intention to downplay that. R1's release is a perfect opportunity to study where all these models differ and gain understanding on how to move forward from here
Organizations
None yet
fynnkroeger's activity
liked
a
Space
2 months ago
liked
a
model
3 months ago
liked
a
model
5 months ago
liked
2
Spaces
5 months ago
liked
2
models
8 months ago
liked
a
Space
9 months ago
liked
3
Spaces
about 1 year ago
liked
2
Spaces
over 1 year ago
liked
a
Space
almost 2 years ago
liked
a
Space
about 2 years ago
liked
a
Space
over 2 years ago