output
20182026
most citedMapping global dynamics of benchmark creation and saturation in artificial intelligence

74 citations

10 papers

physics.soc-ph2026

Population size and centrality effects on NO2 air pollution across and within European cities

Yufei Wei, Rémi Lemoy, Geoffrey Caruso

Understanding how nitrogen dioxide (NO2) varies both within and across cities is essential for assessing urban health inequalities, yet the joint influence of city size and interna…

cs.MM2026

Smiling Regulates Emotion During Traumatic Recollection

Marcus Ma, Emily Zhou, Leonard Ludwig +7

We study when, where, and why 978 Holocaust survivors smile in video testimonies. We create an automatic smile detection model from facial features with an F1 of 85% and annotate d…

cs.CV2026★ 3 cited

Telling Human and Machine Handwriting Apart

Luis A. Leiva, Moises Diaz, Nuwan T. Attygalle +2

Handwriting movements can be leveraged as a unique form of behavioral biometrics, to verify whether a real user is operating a device or application. This task can be framed as a r…

cs.CV2025★ 1 cited

Unsupervised Learning for Industrial Defect Detection: A Case Study on Shearographic Data

Jessica Plassmann, Nicolas Schuler, Georg von Freymann +1

Shearography is a non-destructive testing method for detecting subsurface defects, offering high sensitivity and full-field inspection capabilities. However, its industrial adoptio…

cond-mat.stat-mech2025★ 1 cited

Irreversibility in scalar active turbulence: The role of topological defects

Byjesh N. Radhakrishnan, Francesco Serafin, Thomas L. Schmidt +1

In many active systems, swimmers collectively stir the surrounding fluid to stabilize some self-sustained vortices. The resulting nonequilibrium state is often referred to as activ…

physics.comp-ph2025★ 7 cited

Reproducibility of fixed-node diffusion Monte Carlo across diverse community codes: The case of water-methane dimer

Flaviano Della Pia, Benjamin X. Shi, Yasmine S. Al-Hamdani +30

Fixed-node diffusion quantum Monte Carlo (FN-DMC) is a widely-trusted many-body method for solving the Schrödinger equation, known for its reliable predictions of material and mole…

math.AG2023★ 1 cited

Vector fields and admissible embeddings for quiver moduli

Pieter Belmans, Ana-Maria Brecan, Hans Franzen +1

We introduce a double framing construction for moduli spaces of quiver representations. It allows us to reduce certain sheaf cohomology computations involving the universal represe…

cs.AI2022★ 74 cited

Mapping global dynamics of benchmark creation and saturation in artificial intelligence

Simon Ott, Adriano Barbosa-Silva, Kathrin Blagec +2

Benchmarks are crucial to measuring and steering progress in artificial intelligence (AI). However, recent studies raised concerns over the state of AI benchmarking, reporting issu…

math.AG2021★ 10 cited

Categorical Torelli theorems for Gushel-Mukai threefolds

Augustinas Jacovskis, Xun Lin, Zhiyu Liu +1

We show that a general ordinary Gushel-Mukai(GM) threefold is reconstructed from the Kuznetsov component together with an extra data coming from tautological…

math.DG2018★ 1 cited

Local curvature estimates for the Laplacian flow

Yi Li

In this paper we give local curvature estimates for the Laplacian flow on closed G_2-structures under the condition that the Ricci curvature is bounded along the flow. The main ing…