model assessment

Multimodal Evaluation of Russian-language Architectures EACL 2026 BALSAM: A Platform for Benchmarking Arabic Large Language Models EMNLP 2025 Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025 In Benchmarks We Trust ... Or Not? EMNLP 2025 Information Density Principle for MLLM Benchmarks ICCV 2025 Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges ACL 2025 LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks ACL 2025 Structured Human Assessment of Text-to-Image Generative Models WACV 2025 VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025 BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices NeurIPS 2024 CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models EMNLP 2024 CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024 Poor-Supervised Evaluation for SuperLLM via Mutual Consistency ACL 2024 StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024 Evaluation for Change ACL 2023 Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023 AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs NeurIPS 2022 Human perceiving behavior modeling in evaluation of code generation models EMNLP 2022 A Tutorial on Evaluation Metrics used in Natural Language Generation NAACL 2021 Dynabench: Rethinking Benchmarking in NLP NAACL 2021 Approximate Cross-Validation in High Dimensions with Guarantees AISTATS 2020 Quantitatively Evaluating GANs With Divergences Proposed for Training ICLR 2018 GPstuff: Bayesian Modeling with Gaussian Processes JMLR 2013