conftrace_

model benchmarking

24 papers

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large language model (13587) benchmark evaluation (1556) dataset evaluation (48) visual question answering (1017) evaluation metric (573) multimodal large language model (966) vision-language model (2348) language model (4599) language model evaluation (227) multimodal learning (4645)

Papers

Pretraining and Benchmarking Modern Encoders for Latvian EACL 2026
Adaptively profiling models with task elicitation EMNLP 2025
Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025
Trade-offs in Image Generation: How Do Different Dimensions Interact? ICCV 2025
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation ACL 2025
TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning AAAI 2025
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models ACL 2025
Open foundation models for Azerbaijani language ACL 2024
What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark INTERSPEECH 2024
Precise Model Benchmarking with Only a Few Observations EMNLP 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024
Anchor Points: Benchmarking Models with Much Fewer Examples EACL 2024
A Benchmark Evaluation of Clinical Named Entity Recognition in French COLING 2024
Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations NAACL 2024
TaskBench: Benchmarking Large Language Models for Task Automation NIPS 2024
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning NIPS 2024
Benchmarking Offensive and Abusive Language in Dutch Tweets ACL 2023
LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements EMNLP 2022
Comparing Test Sets with Item Response Theory ACL 2021
Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex NIPS 2021
Benchmarking a transformer-FREE model for ad-hoc retrieval EACL 2021
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021
Evaluating Attribution for Graph Neural Networks NIPS 2020