Codesota · Papers453 papers · 80 shown
Editorial · Papers
Papers, with their scores.
Every paper on this page has at least one benchmark result we've recorded against it — title, abstract, code link, paper link, and a direct cross-link to the leaderboard position that score earned. Sorted by the most recently-updated benchmark result first.
This is the Codesota replacement for the Papers With Code discovery feed. If a paper has no verified benchmark result yet it won't appear here — that's the point.
§ 01 · Recent papers (all areas)
80 papers.
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Carlos E. Jimenez, John Yang, Alexander Wettig, Shunyu Yao et al.arxiv ↗no code linkAutoencoder-like Sparse Non-Negative Matrix Factorization with Structure Relationship Preservation
Ling Zhong, Haiyan Gaopaper ↗no code link- #09· 2025-06-01
ConTextTab: A Semantics-Aware Tabular In-Context Learner
Marco Spinaciarxiv ↗no code link - #14· 2025-03-05
Cross-Modal Mapping and Dual-Branch Reconstruction for 2D-3D Multimodal Industrial Anomaly Detection
arxiv ↗no code link - #17· 2025-02-21
Causal Modeling of fMRI Time-series for Interpretable Autism Spectrum Disorder Classification
arxiv ↗no code link Sundial: A Family of Highly Capable Time Series Foundation Models
Siqi Liu, Yujing Wang, Yuyao Zhangarxiv ↗no code linkLMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting
Md Mahmudul Islam, Md Shaad Mahmudarxiv ↗no code link- #31· 2024-12-06
HTR-ConvText: Leveraging Convolution and Textual Information for Handwritten Text Recognition
arxiv ↗no code link - #32· 2024-12-01
AdvFusion: Adapter-based Knowledge Transfer for Code Summarization on Code Language Models
Adapter-based knowledge transfer approach (AdvFusion) for code summarization that outperforms AdapterFusion and LoRA on CodeSearchNet across multiple languages.
arxiv ↗no code link TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
Shiyu Wang, Jiawei Li, Xiaoming Shi, Zhou Tian et al.Deep Online Probability Aggregation Clustering
Yuxuan Yan, Na Lu, Ruofan Yan- #54· 2024-07-01
ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization
ESALE enhances code-summary alignment learning for source code summarization, evaluated on CodeSearchNet with BLEU, METEOR, and ROUGE-L metrics.
arxiv ↗no code link TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu et al.Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu et al.iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Yong Liu, Tengge Hu, Haoran Zhang, Ling Jin et al.
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