HuggingFace

HyperBrowseComp: A Multilingual and Multimodal Stress Test for Web-Browsing Agents

We introduce HyperBrowseComp, a multilingual and multimodal browsing benchmark comprising 423 manually authored and h...

AI 聚合
2026-10-05
HuggingFace

SimuVerity: Benchmarking Agents for Engineering-Grade Simulink Model Generation

Existing Simulink benchmarks mainly evaluate whether generated models compile, execute, or resemble a reference model...

AI 聚合
2026-10-05
HuggingFace

HelixWorld: A Real-time Interactive Audio-Visual World Model

World simulation is inherently multisensory, demanding synchronized visual and acoustic dynamics in real time. Yet pr...

AI 聚合
2026-10-05
HuggingFace

Local Support Learning

We explore catastrophic forgetting in the context of large pre-trained models. By considering forgetting as a geometr...

AI 聚合
2026-10-05
HuggingFace

Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models

Masked diffusion language models (dLMs) offer a promising parallel alternative to autoregressive models for complex r...

AI 聚合
2026-10-05
HuggingFace

From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders

Typed decision models answer schema-constrained questions about a text in one forward pass and return probabilities m...

AI 聚合
2026-10-05
HuggingFace

Native Action-Prior Learning from Videos for World Action Models

World action models integrate future visual dynamics with robot action prediction, but their scalability remains limi...

AI 聚合
2026-10-05
HuggingFace

VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

As LLM agents undertake increasingly complex, long-horizon tasks, verifying their outputs becomes increasingly challe...

AI 聚合
2026-10-05
HuggingFace

Spatial Memory Intelligence: Endowing World Models with Understanding-Driven Long-Term Memory

Long-video generation and world models have shown strong potential for interactive entertainment and embodied simulat...

AI 聚合
2026-10-05
HuggingFace

Dream4ACT: A Shared Visual Action Interface for Multi-Embodiment Video-Action Modeling

Video generation models (VGMs) offer strong spatiotemporal priors for embodied observation--action modeling. However,...

AI 聚合
2026-10-05
HuggingFace

Efficient Reasoning Training Does Not Always Harm CoT Faithfulness and Monitorability

Chain-of-thought (CoT) reasoning allows humans to inspect how large language models reach their answers, and oversee ...

AI 聚合
2026-10-05
HuggingFace

LVMT: Video Mask Transformer for Long-term Video Segmentation

Existing online video segmentation methods struggle to track objects in long, complex videos with long-term occlusion...

AI 聚合
2026-10-05
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