benchmark evaluation

A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark CVPR 2024 A Careful Examination of Large Language Model Performance on Grade School Arithmetic NeurIPS 2024 AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models EMNLP 2024 Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation ACL 2024 A Cross-Domain Benchmark for Active Learning NeurIPS 2024 Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models ACL 2024 Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024 African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024 AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024 AI-Olympics: Exploring the Generalization of Agents through Open Competitions IJCAI 2024 AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024 A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NeurIPS 2024 Algorithmic progress in language models NeurIPS 2024 AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL 2024 All Languages Matter: On the Multilingual Safety of LLMs ACL 2024 AMLB: an AutoML Benchmark JMLR 2024 An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024 A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts NeurIPS 2024 An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024 Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding NeurIPS 2024 An Open-Source Data Contamination Report for Large Language Models EMNLP 2024 A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions CVPR 2024 AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents ACL 2024 Are Large Language Models Good Statisticians? NeurIPS 2024