# Tabular Data Processing on ProfiliTable multi-step 1.0 (test) Source: [Tabular Data Processing on ProfiliTable multi-step 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-13T11:14:45.186Z Evaluation of model performance on the ProfiliTable multi-step 1.0 test set for tabular data processing tasks, measured by ATS, TSR, PSR, TRR, Avg. Score, and Avg. Time(s). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Tabular Data Processing | | Dataset (including any stated split) | ProfiliTable multi-step 1.0 (test) | | Metric | ATS | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 1 of 1 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [ATS](): Higher is better; unit: SCALAR. - [TSR](): Higher is better; unit: SCALAR. - [PSR](): Higher is better; unit: SCALAR. - [TRR](): Higher is better; unit: SCALAR. - [Average Score](): Higher is better; unit: SCALAR. - [Average Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | ATS | Result date | Report paper | | --- | --- | --- | --- | | DeepAnalyze | 54.35 | Not recorded | 6a0405e4dbc836b87d827948 | ### DeepAnalyze ATS: 54.35. Result ID: 6a045bb947f34ce924eb2129. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"DeepAnalyze","Backbone":"ds-0528-qwen3-8b","Fine-tuning (CoT)":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.