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benchmark suite

21 papers

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large language model (12755) transfer learning (5442) question answering (2904) hyperparameter optimization (405) model evaluation (442) text summarization (889) out-of-distribution generalization (403) multilingual model (920) southeast asian language (8) visual representation learning (56)

Papers

PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit WACV 2026
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization AUTOML 2025
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025
SEA-HELM: Southeast Asian Holistic Evaluation of Language Models ACL 2025
Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models COLING 2025
ACCORD: Closing the Commonsense Measurability Gap NAACL 2025
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes NIPS 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages EMNLP 2024
NN4SysBench: Characterizing Neural Network Verification for Computer Systems NIPS 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis NIPS 2024
Neural Image Compression: Generalization, Robustness, and Spectral Biases NIPS 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks ACL 2023
FedHPO-Bench: A Benchmark Suite for Federated Hyperparameter Optimization ICML 2023
DataPerf: Benchmarks for Data-Centric AI Development NIPS 2023
SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks NIPS 2022
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NIPS 2022
LIPS - Learning Industrial Physical Simulation benchmark suite NIPS 2022
MTG: A Benchmark Suite for Multilingual Text Generation NAACL 2022
YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization AUTOML 2022
The MAGICAL Benchmark for Robust Imitation NIPS 2020