…Generated by Qwen/Qwen2.5-Coder-32B-Instruct As agent capabilities advance, existing benchmarks, such as τ^2-Bench, are becoming increasingly saturated. Yet constructing new benchmark tasks remains complex, costly, and…
…Evaluating Long-Term Agent Memory Toward Experienced Colleagues Published on May 12 Submitted by Di Wu on May 13 UCLA NLP Authors: , , , , , , Abstract A new benchmark called LongMemEval-V2 is introduced to…
…We present a comprehensive evaluation of Qwen-Image-VAE-2.0 on public reconstruction benchmarks. To evaluate performance in text-rich scenarios, we propose OmniDoc-TokenBench, a new benchmark comprising a diverse…
…into better performance. Code and dataset are available at https://github.com/Jometeorie/MineExplorer. View arXiv page View PDF GitHub 12 Add to collection Community MineExplorer is a benchmark for evaluating the…
…A Robust Benchmark and Performant Reward Models (2026) VTAgent: Agentic Keyframe Anchoring for Evidence-Aware Video TextVQA (2026) Video-ToC: Video Tree-of-Cue Reasoning (2026) Act2See: Emergent Active Visual Perception for…
…off-the-shelf models struggle with multi-turn visual history , and performance drops sharply when viewpoint reproduction requires body translation rather than in-place rotation, exposing a gap in mapping spatial discrepancies…
…By learning a performance-aware latent space over model--dataset--metric tuples , ModelLens ranks unseen models on unseen datasets without running candidates on the target dataset. On a new benchmark of 1…
…Extensive experiments show that DCRL substantially improves ReasonMatch-Bench and transfers to related spatial benchmarks, while maintaining general visual understanding performance with modest gains on several benchmarks. View arXiv page View PDF…
…Generative Circuit Design for Quantum-Selected Configuration Interaction (2026) Benchmarking quantum trial wavefunctions for phaseless auxiliary-field quantum Monte Carlo (2026) High Performance Quantum Emulation for Chemistry Applications with Hyperion (2026) Auger…
…Amir Saeidi , , , , , , Abstract Failure-Aware Meta-Agentic framework improves open-source LLM performance in conversational scenarios by identifying common errors and deploying specialized agents to correct them. AI-generated summary Large Language…