📢 Preprint alert: #Benchmarking second-generation methods for cell-type #deconvolution of #transcriptomic data
t.co/MhLf5Eo3yY
A thread 🧵👇
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t.co
https://doi.org/10.1101/2024.06.10.598226
1 6 31
Bluesky · Hashtag
#Benchmarking
68
posts · 30d
14
users
2
posts / day
4.9
posts / user
-17% vs last week
#Benchmarking is an active hashtag on Bluesky. In the last 30 days, 14 people shared 68 posts with it — around 2 a day. Activity is down 17% versus the previous week, peaking on Jul 24 with 7 posts.
#Benchmarking posts per day (last 30 days)
Related tags
Tags most often used together with #Benchmarking.
Posts with #Benchmarking
Marie Locard-Paulet presenting the EuBIC-MS #ProteoBench project at the #EuPA2025 conference.
👉 Learn more about our open proteomics software benchmarking platform at proteobench.readthedocs.io.
#Proteomics #Bioinformatics #Benchmarking
0 5 19
Why #Supercomputer #Benchmarking Is So Important
by @agamsh.bsky.social in HPCWire
I expect healthy disagreement on some quotes in this article
“LINPACK measures the time-to-science and value extracted from hardware” is misleading
www.hpcwire.com/2024/11/2….
#HPC #SC24
www.hpcwire.com
Why Supercomputer Benchmarking Is So Important
SC2024 had a few sessions talking about the importance of benchmarking systems. The relevance of LINPACK — which is used to rank the Top500 — has been a hot topic […]
7 1 18
5 systems, 8 benchmarks and 2 OS'es equals a lot of data. Hopefully this gives you a good idea of the performance when considering switching to Bazzite from Windows. #bazzite #benchmarking @bazzite.gg #Linux #gamingOnLinux
youtu.be
Desktop Bazzite vs Windows 11
YouTube video by Chinballs Gaming
2 6 16
🤖 Large language models struggle with complete answers to complex questions
Even state of the art large language models produce incomplete answers to complex questions requiring multi hop reasoning and ambiguity resolution. New...
#Benchmarking #DeepLearning #GenerativeAI #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
1/4 🧵 Preprint alert: In "Metrics Matter: Why We Need to Stop Using Silhouette in #SingleCell #Benchmarking," we reveal critical flaws in common #Evaluation metrics for #Integration and propose robust alternatives. @uweohler.bsky.social
www.biorxiv.org/content/1….
www.biorxiv.org
Metrics Matter: Why We Need to Stop Using Silhouette in Single-Cell Benchmarking
Current-day single-cell studies comprise complex data sets affected by nested batch effects caused by technical and biological factors, relying on advanced integration methods. Silhouette is an establ...
1 7 15
From @csoneson.bsky.social , @markrobinsonca.bsky.social & colleagues in @plos.org #Computational #Biology | Building a continuous #benchmarking ecosystem in #bioinformatics | #Education 🧬 🖥️ 🧪 🔓
⬇️
journals.plos.org/ploscom….
journals.plos.org
Building a continuous benchmarking ecosystem in bioinformatics
Benchmarking, which involves collecting reference datasets and demonstrating method performance, is a requirement for the development of new computational tools, but also becomes a domain of its own t...
0 11 15
🤖 AI2 and Hugging Face expand open AI collaboration
AI2 and Hugging Face are expanding their partnership to make fully open AI easier to access and deploy, with Hugging Face tripling AI2's storage on the Hub to nearly two...
#DeepLearning #AIInference #Benchmarking #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
🤖 Open-source AI coding tool Prime Agent gains ground on human expert benchmarks
Prime Agent, an open source AI coding tool, has achieved performance above human expert baselines on certain benchmarks, indicating a shift...
#DeepLearning #GenerativeAI #Benchmarking #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
🤖 AI agents struggle with open-ended research tasks
Frontier AI agents are currently unable to conduct open ended research that meets the standards of human researchers. Recent evaluations confirm this reality, demonstrating that...
#GenerativeAI #Benchmarking #DeepLearning #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
Olga Pearce from LLNL giving a talk on #benchmarking for #HPC at #MW25NZ
Proposing a specification for running HPC benchmarks - benchpark - to help automation, reuse, reproducibility, tracking, etc.
1 6 12
🤖 Microsoft Open Sources Unit Test Agent That Beats GitHub Copilot
Microsoft's code testing generator, a polyglot unit test agent, outperforms GitHub Copilot on a 152 task benchmark, completing 140 tasks compared to 120. This new...
#GenerativeAI #Benchmarking #Performance #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 0
Introduces Security Figures of Merit (S-FoMs) framework for quantum software, enabling standardized benchmarking across platforms. Proposes QSSP composite score to measure security like performance—addressing a critical gap in QaaS security measurement.
#QuantumSecurity #Benchmarking #Research
arxiv.org
Security Figures of Merit for Quantum Software: A Benchmarking Rubric
0 0 0
🤖 Large language models struggle with complete answers to complex questions
Even state of the art large language models produce incomplete answers to complex questions requiring multi hop reasoning and ambiguity resolution. New...
#Benchmarking #DeepLearning #GenerativeAI #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
🤖 AI2 and Hugging Face expand open AI collaboration
AI2 and Hugging Face are expanding their partnership to make fully open AI easier to access and deploy, with Hugging Face tripling AI2's storage on the Hub to nearly two...
#DeepLearning #AIInference #Benchmarking #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
🤖 Open-source AI coding tool Prime Agent gains ground on human expert benchmarks
Prime Agent, an open source AI coding tool, has achieved performance above human expert baselines on certain benchmarks, indicating a shift...
#DeepLearning #GenerativeAI #Benchmarking #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
Researchers established a classical baseline for PCE-based optimization, solving problems with thousands of variables using efficiently-simulable circuits. This dequantized approach enables rigorous benchmarking of future quantum implementations.
#QuantumOptimization #Benchmarking #News
quantumzeitgeist.com
Quantinuum Demonstrates Classical Simulability of Pauli Correlation Encoding for Large-Scale Optimization
0 0 0
🤖 AI agents struggle with open-ended research tasks
Frontier AI agents are currently unable to conduct open ended research that meets the standards of human researchers. Recent evaluations confirm this reality, demonstrating that...
#GenerativeAI #Benchmarking #DeepLearning #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 1
🤖 Cursor Research Open-Sources Megakernel for Fast MoE Model Training
Cursor Research has developed and open sourced a deterministic MoE training megakernel that achieves up to 2.37x higher throughput than the strongest public...
#DeepLearning #Performance #Benchmarking #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 0
Single-prompt benchmarks can significantly misrepresent LLM capabilities. Across 6.5M evaluations, prompt paraphrases changed both accuracy and model rankings. Multi-prompt evaluation offers more reliable and robust assessment. #LLM #AI #Benchmarking #PromptEngineering arxiv.org/abs/2401.00595
arxiv.org
State of What Art? A Call for Multi-Prompt LLM Evaluation
Recent advances in large language models (LLMs) have led to the development of various evaluation benchmarks. These benchmarks typically rely on a single instruction template for evaluating all LLMs…
0 0 0
🤖 MetaRoute-Bench framework evaluates agentic workflow routing policies
Researchers are developing and evaluating meta decision policies for agentic workflow routing to improve task success rates and reduce...
#Benchmarking #AIInference #OperationalEfficiency #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 0
🤖 NVIDIA Vera Storage boosts AI-native storage performance with faster encryption and compression
NVIDIA Vera Storage Processor significantly outperforms x86 CPUs in storage processing for AI native data platforms, particularly in...
#Performance #Benchmarking #AIInference #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 0
🤖 Onton's Ontology 1 search model achieves 2.7x higher accuracy than top competitors
Onton's release of Ontology 1, a neurosymbolic search model, marks a significant shift in the accuracy of conversational product search,...
#Benchmarking #DeepLearning #PredictiveModels #AI #AIPulse
www.synestesia.uk
Read the full article →
1 0 0
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