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| <h1>SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing</h1> | |
| [[ Paper 📓 ]](https://arxiv.org/abs/2503.04629) [[ SurveyBench Benchmark 🤗 ]](https://huggingface.co/datasets/U4R/SurveyBench) | |
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| 🤩 Tired of chaotic structures and inaccurate references in AI-generated survey paper? <b>SurveyForge</b> is here to revolutionize your research experience! | |
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| We offer **SurveyBench**, a benchmark for **academic research** and **evaluating the quality of AI-generated surveys.** | |
| Currently , SurveyBench consists of approximately 100 human-written survey papers across 10 distinct topics, carefully curated by doctoral-level researchers to ensure thematic consistency and academic rigor. The supported topics and the core references corresponding to each topic are as follows: | |
| Currently , SurveyBench consists of approximately 100 human-written survey papers across 10 distinct topics, carefully curated by doctoral-level researchers to ensure thematic consistency and academic rigor. The supported topics and the core references corresponding to each topic are as follows: | |
| | Topics | # Reference | | |
| | -------------------------------------------------------- | :---------: | | |
| | Multimodal Large Language Models | 912 | | |
| | Evaluation of Large Language Models | 714 | | |
| | 3D Object Detection in Autonomous Driving | 441 | | |
| | Vision Transformers | 563 | | |
| | Hallucination in Large Language Models | 500 | | |
| | Generative Diffusion Models | 994 | | |
| | 3D Gaussian Splatting | 330 | | |
| | LLM-based Multi-Agent | 823 | | |
| | Graph Neural Networks | 670 | | |
| | Retrieval-Augmented Generation for Large Language Models | 608 | | |
| More support topics coming soon! | |
| ### 🧑💻You can evaluate the survey from [github](https://github.com/Alpha-Innovator/SurveyForge) | |