# Table overlap ratio estimation on RealEstate (test) Source: [Table overlap ratio estimation on RealEstate (test)]() Collection index: [llms.txt]() Data updated: 2026-07-07T08:10:32.445Z Evaluation of Table overlap ratio estimation performance on the test split of the RealEstate dataset, measured using MAE. 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 | Table overlap ratio estimation | | Dataset (including any stated split) | RealEstate (test) | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 18 of 18 | | 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 - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | ALORE | 0.144 | Not recorded | 6a4c87e085dba69fef8b237b | | ALORE | 0.183 | Not recorded | 6a4c87e085dba69fef8b237b | | TURL | 0.241 | Not recorded | 6a4c87e085dba69fef8b237b | | BERT-HT | 0.244 | Not recorded | 6a4c87e085dba69fef8b237b | | RoBERTa-HT | 0.251 | Not recorded | 6a4c87e085dba69fef8b237b | | TURL | 0.265 | Not recorded | 6a4c87e085dba69fef8b237b | | BERT-HT | 0.266 | Not recorded | 6a4c87e085dba69fef8b237b | | RoBERTa-T | 0.271 | Not recorded | 6a4c87e085dba69fef8b237b | | RoBERTa-T | 0.29 | Not recorded | 6a4c87e085dba69fef8b237b | | RoBERTa-HT | 0.293 | Not recorded | 6a4c87e085dba69fef8b237b | | BERT-T | 0.297 | Not recorded | 6a4c87e085dba69fef8b237b | | BERT-T | 0.331 | Not recorded | 6a4c87e085dba69fef8b237b | | Armadillo | 0.462 | Not recorded | 6a4c87e085dba69fef8b237b | | Armadillo | 0.465 | Not recorded | 6a4c87e085dba69fef8b237b | | RoBERTa-R | 0.467 | Not recorded | 6a4c87e085dba69fef8b237b | | RoBERTa-R | 0.467 | Not recorded | 6a4c87e085dba69fef8b237b | | BERT-R | 0.47 | Not recorded | 6a4c87e085dba69fef8b237b | | BERT-R | 0.471 | Not recorded | 6a4c87e085dba69fef8b237b | ### ALORE MAE: 0.144. Result ID: 6a4cb45d60b88bb339c8349a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### ALORE MAE: 0.183. Result ID: 6a4cb45d60b88bb339c83499. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### TURL MAE: 0.241. Result ID: 6a4cb45d60b88bb339c83495. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### BERT-HT MAE: 0.244. Result ID: 6a4cb45d60b88bb339c8348d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### RoBERTa-HT MAE: 0.251. Result ID: 6a4cb45d60b88bb339c83493. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### TURL MAE: 0.265. Result ID: 6a4cb45d60b88bb339c83496. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### BERT-HT MAE: 0.266. Result ID: 6a4cb45d60b88bb339c8348e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### RoBERTa-T MAE: 0.271. Result ID: 6a4cb45d60b88bb339c83492. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### RoBERTa-T MAE: 0.29. Result ID: 6a4cb45d60b88bb339c83491. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### RoBERTa-HT MAE: 0.293. Result ID: 6a4cb45d60b88bb339c83494. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### BERT-T MAE: 0.297. Result ID: 6a4cb45d60b88bb339c8348b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### BERT-T MAE: 0.331. Result ID: 6a4cb45d60b88bb339c8348c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### Armadillo MAE: 0.462. Result ID: 6a4cb45d60b88bb339c83498. [Reporting paper]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### Armadillo MAE: 0.465. Result ID: 6a4cb45d60b88bb339c83497. [Reporting paper]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### RoBERTa-R MAE: 0.467. Result ID: 6a4cb45d60b88bb339c8348f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### RoBERTa-R MAE: 0.467. Result ID: 6a4cb45d60b88bb339c83490. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### BERT-R MAE: 0.47. Result ID: 6a4cb45d60b88bb339c83489. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Wiki","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. ### BERT-R MAE: 0.471. Result ID: 6a4cb45d60b88bb339c8348a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source domain (training set)":"Git","Zero-shot evaluation":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.