OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories Paper • 2605.04036 • Published 4 days ago • 59
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents Paper • 2605.05185 • Published 3 days ago • 87
WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments Paper • 2604.27776 • Published 9 days ago • 12
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence Paper • 2603.13398 • Published Mar 11 • 154
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 96
F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World Paper • 2603.19223 • Published Mar 19 • 31
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking Paper • 2510.14824 • Published Oct 16, 2025 • 2
Encoders vs Decoders: the Ettin Suite Collection A collection of SOTA, open-data, paired encoder-only and decoder only models ranging from 17M params to 1B. See the paper at https://arxiv.org/abs/250 • 30 items • Updated Mar 2 • 28
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13, 2025 • 108
MM-CondChain: A Programmatically Verified Benchmark for Visually Grounded Deep Compositional Reasoning Paper • 2603.12266 • Published Mar 12 • 19
The Big Benchmarks Collection Collection Gathering benchmark spaces on the hub (beyond the Open LLM Leaderboard) • 13 items • Updated Nov 18, 2024 • 265
jina-embeddings-v5-text Collection Our 5th-gen embeddings: two lightweight multilingual models with SOTA performance in retrieval, matching, clustering, and classification. • 29 items • Updated Feb 27 • 38
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Paper • 2507.20783 • Published Jul 28, 2025 • 1