2025 "model capability assessment" Papers

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BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks

Anna Sokol, Elizabeth Daly, Michael Hind et al.

NEURIPS 2025posterarXiv:2410.12974
2
citations

MIEB: Massive Image Embedding Benchmark

Chenghao Xiao, Isaac Chung, Imene Kerboua et al.

ICCV 2025posterarXiv:2504.10471
6
citations

SynTSBench: Rethinking Temporal Pattern Learning in Deep Learning Models for Time Series

Qitai Tan, Yiyun Chen, Mo Li et al.

NEURIPS 2025oralarXiv:2510.20273