Evaluation

A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis MIDL 2026 BAMI: Training-Free Bias Mitigation in GUI Grounding CVPR 2026 Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation ACL 2026 CAST: Evaluating Multi-Object Trackers with Context-Aware Switch and Transfer Scores WACV 2026 Evaluating Text-to-Image and Text-to-Video Synthesis with a Conditional Frechet Distance WACV 2026 How PC-based Methods Err: Towards Better Reporting of Assumption Violations and Small Sample Errors UAI 2026 LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation ACL 2026 On the Effect of Hyperparameters in Language Modeling for Computational Linguistics ACL 2026 PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection ACL 2026 ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ACL 2026 Reliable Evaluation Protocol for Low-Precision Retrieval ACL 2026 SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning CVPR 2026 Tracking the evolution of LLM capabilities for Belarusian with OpenAI Evals EACL 2026 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025 AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025 Accurate Estimation of Feature Importance Faithfulness for Tree Models AAAI 2025 A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ACL 2025 Adaptively profiling models with task elicitation EMNLP 2025 Ad-hoc Concept Forming in the Game Codenames as a Means for Evaluating Large Language Models ACL 2025 A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025 Advances in Auto-Grading with Large Language Models: A Cross-Disciplinary Survey ACL 2025 Advocating Character Error Rate for Multilingual ASR Evaluation NAACL 2025 AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment EMNLP 2025