model,developer,logo,link CatBoost,Yandex,yandex.png,https://arxiv.org/abs/1706.09516 LightGBM,Microsoft,microsoft.png,https://proceedings.neurips.cc/paper_files/paper/2017/hash/6449f44a102fde848669bdd9eb6b76fa-Abstract.html XGBoost,University of Washington,uw.svg,https://arxiv.org/abs/1603.02754 RandomForest,UC Berkeley,berkeley.png,https://doi.org/10.1023/A:1010933404324 RealMLP,University of Stuttgart & Inria,inria.png,https://arxiv.org/abs/2407.04491 TabM,Yandex Research,yandex.png,https://arxiv.org/abs/2410.24210 TabPFN-v2,Prior Labs,priorlabs.jpg,https://www.nature.com/articles/s41586-024-08328-6 TabPFN-v2p5,Prior Labs,priorlabs.jpg,https://arxiv.org/abs/2511.08667 TabPFN-3,Prior Labs,priorlabs.jpg,https://arxiv.org/abs/2605.13986 TabPFN-3.5,Prior Labs,priorlabs.jpg,https://arxiv.org/abs/2609.17895 TabPFN-3.5-Fast,Prior Labs,priorlabs.jpg,https://arxiv.org/abs/2609.17895 TabDPT,Layer 6 AI,layer6.png,https://arxiv.org/abs/2410.18164 TabDPT-1.3,Layer 6 AI,layer6.png,https://github.com/layer6ai-labs/TabDPT-inference/releases/tag/v1.3.0 TabICLv2,Inria (SODA),soda-inria.png,https://arxiv.org/abs/2602.11139 ConTextTab,SAP,sap.png,https://arxiv.org/abs/2506.10707 TabSTAR,Technion,technion.svg,https://arxiv.org/abs/2505.18125 TabSTAR-v1.1,Technion,technion.svg,https://github.com/alanarazi7/TabSTAR#tabstar-v11 Mitra-v2,Amazon,amazon.png,https://arxiv.org/abs/2609.04540 LimiX-2,Stable AI & Tsinghua University,limix.png,https://arxiv.org/abs/2609.17488 Kumo-Tabular,NVIDIA,nvidia.png,https://huggingface.co/blog/nvidia/kumo-tabular Kumo-Tabular-Medium,NVIDIA,nvidia.png,https://huggingface.co/blog/nvidia/kumo-tabular Kumo-Tabular-Small,NVIDIA,nvidia.png,https://huggingface.co/blog/nvidia/kumo-tabular EXAONE-Tabular,LG AI Research,lg.svg,https://arxiv.org/abs/2608.25774 Causilo,Nums AI,nums-ai.png,https://arxiv.org/abs/2609.22866 TabFM,Google Research,google.png,https://arxiv.org/abs/2609.37959 Xiaomi-TabLDM,Xiaomi,xiaomi.png,https://arxiv.org/abs/2609.03880