conftrace_

generative model evaluation

17 papers

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Co-occurring keywords

generative model (2892) precision and recall (18) k-nearest neighbor (152) diversity metric (18) fidelity diversity (3) precision recall (28) text-to-image model (157) image generation (2073) metric space magnitude (1) audio quality metric (1)

Papers

A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis MIDL 2026
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences CVPR 2025
Beyond Aesthetics: Cultural Competence in Text-to-Image Models NIPS 2024
Anomaly Score: Evaluating Generative Models and Individual Generated Images based on Complexity and Vulnerability CVPR 2024
Metric Space Magnitude for Evaluating the Diversity of Latent Representations NIPS 2024
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity JMLR 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models NIPS 2023
Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models ICCV 2023
An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions NIPS 2023
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NIPS 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP 2021
Improved Precision and Recall Metric for Assessing Generative Models NIPS 2019
Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms INTERSPEECH 2019
Describing Like Humans: On Diversity in Image Captioning CVPR 2019