Tag: benchmark

A new dual-view machine learning framework called scTrans-SVD achieved a mean Macro-F1 of 0.8820 across 13 public single-cell transcriptomic datasets ...

An audit of an AI oral health screening prototype found that benchmark duplication did not change aggregate scores, but label ...

A new benchmark called MolGenBench evaluated 17 generative models for structure-based drug design and found persistent weaknesses in producing reliable ...

A Columbia-led team has introduced a physics-aware benchmark showing that machine learning models can predict thermal conductivity accurately while misrepresenting ...

An AI system called DxO, tested on a new sequential diagnostic benchmark of 629 clinical cases, outperformed participating physicians in ...

RF-DETR Small detected trophallaxis states more accurately than YOLO26n in controlled Camponotus fellah footage, while the YOLO model processed frames ...

A single-run benchmark of 120 liver injury narratives found that AI systems produced parseable output while retaining potentially causality-distorting errors, ...

CarBench evaluates 11 neural-surrogate configurations on more than 8,000 high-fidelity car simulations, comparing accuracy, pressure-field fidelity, efficiency, uncertainty and cross-category ...

A 43-year retrospective study of 2,270 sea turtles in Tenerife found an 86% release rate and cause-specific benchmarks for evaluating ...

A systematic subsampling analysis of twelve Hi-C libraries reveals that different chromatin metrics need vastly different sequencing depths, with genome-average ...