Tootfinder

Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
Xiangxu Zhang, Lei Li, Yanyun Zhou, Xiao Zhou, Yingying Zhang, Xian Wu
https://arxiv.org/abs/2510.09275

Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
Medical diagnostics is a high-stakes and complex domain that is critical to patient care. However, current evaluations of large language models (LLMs) are fundamentally misaligned with real-world clinical practice. Most of them rely on static benchmarks derived from public medical exam items, which tend to overestimate model performance and ignore the difference between textbook cases and the ambiguous, varying conditions in the real world. Recent efforts toward dynamic evaluation offer a promi…

Best kind of meeting 🤩 : Got to offer an excellent student a PhD position in an upcoming project 💪 That will be fantastic... #academicChatter

#NowPlaying a banging new single, "Watching You Go" by Indianapolis' always excellent Radar Gold
https://radargold.bandcamp.com/track/watching-you-go

Gleis 7. Nein, doch Gleis 6. Nur ein Zugteil im Mex, sehr viel mehr Menschen, die mitwollen. So richtig gut läuft der Verkehr zwischen Esslingen und Stuttgart gerade nicht.

«Sinners» es una película de absolutamente todo mi gusto. Combina de manera perfecta thriller, acción, fantasía y terror, complementado con una banda sonora de excelente blues, destacadas actuaciones y una estética muy bien lograda. ¡Me encantó!
Merece la calificación mšxima 👉🏻 https://boxd.it/blMawp

Sim, sim, num país e numa região com falta de šgua crónica, que só tende a agravar-se no futuro, isto, com a monumental necessidade de šgua para refrigeração que tem, é realmente uma ideia excelente, não hš dúvida.
https://masto.pt/@tugatech/115372701322930935

Top quotes that demonstrate Al Davis' 'Commitment to Excellence' https://www.raiders.com/news/the-10-best-quotes-that-demonstrated-al-davis-commitment-to-excellence