TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders

Jun 8, 2026ยท
Wei Pang
,
Xiangru Jian
,
Hehan Li
,
Zhixuan Yu
,
Alex Xue
,
Jinyang Li
,
Zhengyuan Dong
,
Xinjian Zhao
,
Hao Xu
,
Chao Zhang
,
Reynold Cheng
,
M. Tamer ร–zsu
,
Tianshu Yu
ยท 1 min read

TRL-Bench introduces a common protocol for comparing reusable signals in exported tabular representations, covering row-, column-, and table-level evaluation through standardized lightweight downstream probes.

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