Benchmark Paper
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![Benchmark Paper (PDF) Towards a Benchmark for Shared Databases [Vision Paper]](https://i1.rgstatic.net/publication/366079316_Towards_a_Benchmark_for_Shared_Databases_Vision_Paper/links/63909525095a6a77740e66c8/largepreview.png)






![Benchmark Paper [论文评述] PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/paperscope-a-multi-modal-multi-document-benchmark-for-agentic-deep-research-across-massive-scientific-papers-3.png)
![Benchmark Paper [논문 리뷰] Revisiting Benchmark and Assessment: An Agent-based Exploratory ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/revisiting-benchmark-and-assessment-an-agent-based-exploratory-dynamic-evaluation-framework-for-llms-0.png)


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![Benchmark Paper [Literature Review] EffiReason-Bench: A Unified Benchmark for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/effireason-bench-a-unified-benchmark-for-evaluating-and-advancing-efficient-reasoning-in-large-language-models-1.png)












![Benchmark Paper [论文评述] PaperBench: Evaluating AI's Ability to Replicate AI Research](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/paperbench-evaluating-ais-ability-to-replicate-ai-research-1.png)
![Benchmark Paper [论文评述] ExpertLongBench: Benchmarking Language Models on Expert-Level ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/expertlongbench-benchmarking-language-models-on-expert-level-long-form-generation-tasks-with-structured-checklists-1.png)



















