| NeedleBench: Can LLMs Do Retrieval and Reasoning in Information-Dense Context? | Jul 16, 2024 | 4k8k | CodeCode Available | 9 |
| LongQLoRA: Efficient and Effective Method to Extend Context Length of Large Language Models | Nov 8, 2023 | 8kGPU | CodeCode Available | 5 |
| Learning to (Learn at Test Time): RNNs with Expressive Hidden States | Jul 5, 2024 | 16k8k | CodeCode Available | 5 |
| StarCoder: may the source be with you! | May 9, 2023 | 8kCode Generation | CodeCode Available | 5 |
| LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks | Dec 19, 2024 | 8kIn-Context Learning | CodeCode Available | 5 |
| KBLaM: Knowledge Base augmented Language Model | Oct 14, 2024 | 8kGPU | CodeCode Available | 5 |
| DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework | Mar 19, 2025 | 8kAction Recognition | CodeCode Available | 4 |
| LettuceDetect: A Hallucination Detection Framework for RAG Applications | Feb 24, 2025 | 8kGPU | CodeCode Available | 4 |
| CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up | Dec 20, 2024 | 8kGPU | CodeCode Available | 3 |
| BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model | Sep 20, 2023 | 8kLanguage Modeling | CodeCode Available | 3 |
| CAMixerSR: Only Details Need More "Attention" | Feb 29, 2024 | 2k8k | CodeCode Available | 3 |
| LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens | Feb 21, 2024 | 8k | CodeCode Available | 3 |
| Self-Supervised Visual Preference Alignment | Apr 16, 2024 | 8kMM-Vet | CodeCode Available | 2 |
| MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly | May 15, 2025 | 8kBenchmarking | CodeCode Available | 2 |
| SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone Videos | Jun 20, 2022 | 4k8k | CodeCode Available | 2 |
| Odd-One-Out: Anomaly Detection by Comparing with Neighbors | Jun 28, 2024 | 8kAnomaly Detection | CodeCode Available | 2 |
| AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks | May 16, 2023 | 8kActive Learning | CodeCode Available | 2 |
| Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases | Jun 19, 2024 | 8kHallucination | CodeCode Available | 2 |
| Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis | Dec 28, 2023 | 8kFeature Splatting | CodeCode Available | 2 |
| LongEmbed: Extending Embedding Models for Long Context Retrieval | Apr 18, 2024 | 4k8k | CodeCode Available | 2 |
| LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models | Aug 31, 2024 | 8kGPU | CodeCode Available | 2 |
| CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language Model | Mar 3, 2020 | 8kLanguage Modeling | CodeCode Available | 2 |
| Hyena Hierarchy: Towards Larger Convolutional Language Models | Feb 21, 2023 | 2k8k | CodeCode Available | 2 |
| GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? | Feb 7, 2025 | 8kInformation Retrieval | CodeCode Available | 2 |
| Hungry Hungry Hippos: Towards Language Modeling with State Space Models | Dec 28, 2022 | 8kCoreference Resolution | CodeCode Available | 2 |
