τ-Rec: A Verifiable Benchmark for Agentic Recommender Systems
As recommender systems transition toward agentic, multi-turn conversational interfaces, evaluation paradigms have struggled to keep pace. Current benchmarks often rely on "LLM-as-a...
#Benchmark
1697 articles tagged with Benchmark
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
Computer-use agents (CUAs) increasingly operate in runtimes that combine visual desktop control, command-line execution, code editing, browsers, and external tools. Existing benchm...
MBench: A Comprehensive Benchmark on Memory Capability for Video World Models
Recent advancements in video-based world models have demonstrated an unprecedented ability to synthesize high-fidelity visual sequences. However, a fundamental gap persists between...
iOSWorld: A Benchmark for Personally Intelligent Phone Agents
A useful phone agent needs to be personally intelligent. It should reason over a user's identity, history, and preferences as they exist on the device, not just follow isolated ins...
"Skill Is Not Document: A Query-Conditional Benchmark and Two-Stage Retriever for LLM Agent Skill Routing"Skills used by...
"Skill Is Not Document: A Query-Conditional Benchmark and Two-Stage Retriever for LLM Agent Skill Routing"Skills used by LLMs require a different retrieval pipeline than the one us...
Estos LLM son los mejores para resistir la propaganda rusaUn benchmark del gobierno de Estonia evaluó decenas de modelos...
Estos LLM son los mejores para resistir la propaganda rusaUn benchmark del gobierno de Estonia evaluó decenas de modelos de lenguaje grande para medir su capacidad de contrarrestar...
Arena.ai startet die Agent Arena, einen Benchmark für autonome KI-Agenten basierend auf echten Nutzersitzungen statt kün...
Arena.ai startet die Agent Arena, einen Benchmark für autonome KI-Agenten basierend auf echten Nutzersitzungen statt künstlichen Tests.Der Test wertet über 330.000 Sitzungen aus, u...
inferbench v0.1.1 🖥️ download, launch & benchmark local LLM engines (llama.cpp & co) from one desktop app. Real tok/s on...
inferbench v0.1.1 🖥️ download, launch & benchmark local LLM engines (llama.cpp & co) from one desktop app. Real tok/s on your own GPU, no cloud, no guesswork. Now serves models + e...
The Benchmark Lied. Here’s What It Didn’t Measure.https://cariagiovannib.wordpress.com/2026/06/07/the-benchmark-lied-her...
The Benchmark Lied. Here’s What It Didn’t Measure.https://cariagiovannib.wordpress.com/2026/06/07/the-benchmark-lied-heres-what-it-didnt-measure/#AI #AIResearch #llm #mlops #linux ...
China LLM API Benchmark 2026: Prices, Speed, and Setup Guide
Chinese models now account for 61% of global LLM token consumption. DeepSeek, Qwen, GLM, and Doubao...
LLM Wire Format Benchmark: Which Format Can AI Actually Read and Write?
Every LLM wire format claims token savings. Nobody proves whether AI models can actually comprehend...
PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems
Enterprise property graphs vary widely in schema structure, internal terminology, domain assumptions, governance constraints, and user interaction patterns. A deployment-relevant T...
My LLM pipeline passed every eval. Then it started lying to users in production.
My LLM pipeline passed every eval. Then it started lying to users in production. Not dramatically....
https://winbuzzer.com/2026/06/06/meta-weighs-equity-raise-as-alphabet-sets-ai-benchmark-xcxwbn/A rumored equity raise by...
https://winbuzzer.com/2026/06/06/meta-weighs-equity-raise-as-alphabet-sets-ai-benchmark-xcxwbn/A rumored equity raise by Meta is making AI infrastructure funding a dilution test as...
I tested whether a code health score actually predicts bugs. Here's the benchmark
Most code health scores are vibes. A number goes up, a number goes down, and nobody checks whether...
"QO-BENCH: Diagnosing Query-Operator-Preserving Retrieval over TypedEvent Tuples"Ths paper introduces a benchmark for da...
"QO-BENCH: Diagnosing Query-Operator-Preserving Retrieval over TypedEvent Tuples"Ths paper introduces a benchmark for database-style queries (joins, intersections, counting) latent...
Benchmark LLMhttps://www.swebench.com#llm
Benchmark LLMhttps://www.swebench.com#llm
Chinese AI company Kuawei Intelligence has topped the WorldArena global benchmark for embodied world models, beating int...
Chinese AI company Kuawei Intelligence has topped the WorldArena global benchmark for embodied world models, beating international rivals. Its DSCFuncWorld model generates robot tr...
MMAE: A Massive Multitask Audio Editing Benchmark
We introduce MMAE, a Massive Multitask Audio Editing benchmark, serving as the first comprehensive evaluation testbed designed for general-purpose instruction-based audio editing. ...
strands-labs/benchmark-harnesses: Strands-based agents and harnesses for agentic benchmarks.
Strands-based agents and harnesses for agentic benchmarks.
Reality: The Final Eval — Lukas Petersson and Axel Backlund of Andon Labs
We talk with the VendingBench authors on evaling Claudes from Haiku to Mythos, and how they build leading, and lasting, frontier evals from scratch.
Kaggle is making AI benchmark creation effortless
As AI models evolve from simple chatbots into reasoning agents that write code, use tools and solve...
【Open ASR リーダーボードに Benchmaxxer Repellant を追加】https://huggingface.co/blog/open-asr-leaderboard-private-data※AI生成の自動投稿（見出し...
【Open ASR リーダーボードに Benchmaxxer Repellant を追加】https://huggingface.co/blog/open-asr-leaderboard-private-data※AI生成の自動投稿（見出し＋リンク）#AI #生成AI #LLM #AIGenerated
【QIMMA قِمّة ⛰: 品質第一のアラビア語LLMリーダーボード】https://huggingface.co/blog/tiiuae/qimma-arabic-leaderboard※AI生成の自動投稿（見出し＋リンク）#AI #...
【QIMMA قِمّة ⛰: 品質第一のアラビア語LLMリーダーボード】https://huggingface.co/blog/tiiuae/qimma-arabic-leaderboard※AI生成の自動投稿（見出し＋リンク）#AI #生成AI #LLM #AIGenerated