AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations Paper • 2602.03828 • Published 20 days ago • 20
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods Paper • 2601.21821 • Published 25 days ago • 59
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility Paper • 2601.17027 • Published Jan 17 • 41
Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers Paper • 2601.17367 • Published about 1 month ago • 33
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Paper • 2601.13606 • Published Jan 20 • 11
Closing the Data Loop: Using OpenDataArena to Engineer Superior Training Datasets Paper • 2601.09733 • Published Dec 30, 2025 • 9
ODA-Mixture Collection High-quality mixture datasets for post-training covering multiple domains. • 7 items • Updated Jan 17 • 5
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 98
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value Paper • 2512.14051 • Published Dec 16, 2025 • 46
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 93
GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models Paper • 2511.11134 • Published Nov 14, 2025 • 32
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning Paper • 2510.04081 • Published Oct 5, 2025 • 23
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively Paper • 2509.26603 • Published Sep 30, 2025 • 17
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Paper • 2509.22186 • Published Sep 26, 2025 • 145
ScaleDiff Collection Data & Models for paper "ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning" • 6 items • Updated Sep 26, 2025 • 1