# Attribute Value Extraction on MAVE 1.0 (test)

Source: [Attribute Value Extraction on MAVE 1.0 (test)](<https://www.sota2.com/research/sota/attribute-value-extraction-on-mave-1-0-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:58:19.743Z

Evaluation of Attribute Value Extraction performance on the test split of the MAVE 1.0 dataset, reporting Precision, Recall, and F1 scores.

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 | Attribute Value Extraction |
| Dataset (including any stated split) | MAVE 1.0 (test) |
| Metric | Precision |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 33 of 33 |
| 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

- [Precision](<https://www.sota2.com/research/sota/attribute-value-extraction-on-mave-1-0-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/attribute-value-extraction-on-mave-1-0-test.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/attribute-value-extraction-on-mave-1-0-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| OpenTag | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 100 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 98.89 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 98.64 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 98.51 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 98.51 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 98.41 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 98.35 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 98.27 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 98.19 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 98.09 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 98.06 | Not recorded | 68fa6b681e209131cea2e242 |
| MAVEQA | 97.32 | Not recorded | 68fa6b681e209131cea2e242 |
| AVEQA | 96.95 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 94.74 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 94.74 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 91.65 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 91.09 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 90.91 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 90.47 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 86.94 | Not recorded | 68fa6b681e209131cea2e242 |
| ADOpenTag | 86.42 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 80.32 | Not recorded | 68fa6b681e209131cea2e242 |
| OpenTag | 43.75 | Not recorded | 68fa6b681e209131cea2e242 |

### OpenTag

Precision: 100. Result ID: 698e88b6ffc3901de09e6b97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Black Tea Variety"}. This record does not assert independent reproduction.

### AVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6ba2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Black Tea Variety"}. This record does not assert independent reproduction.

### AVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6ba3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Staple Type"}. This record does not assert independent reproduction.

### AVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6ba4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Web Pattern"}. This record does not assert independent reproduction.

### AVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6ba5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Cabinet Configuration"}. This record does not assert independent reproduction.

### AVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6ba6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Power Consumption"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6bad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Black Tea Variety"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6bae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Staple Type"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6baf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Web Pattern"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6bb0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Cabinet Configuration"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 100. Result ID: 698e88b6ffc3901de09e6bb1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Power Consumption"}. This record does not assert independent reproduction.

### AVEQA

Precision: 98.89. Result ID: 698e88b6ffc3901de09e6b9f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Material"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 98.64. Result ID: 698e88b6ffc3901de09e6baa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Material"}. This record does not assert independent reproduction.

### AVEQA

Precision: 98.51. Result ID: 698e88b6ffc3901de09e6b9d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Type"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 98.51. Result ID: 698e88b6ffc3901de09e6ba8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Type"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 98.41. Result ID: 698e88b6ffc3901de09e6ba9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Style"}. This record does not assert independent reproduction.

### AVEQA

Precision: 98.35. Result ID: 698e88b6ffc3901de09e6b9e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Style"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 98.27. Result ID: 698e88b6ffc3901de09e6bb2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"All Attributes"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 98.19. Result ID: 698e88b6ffc3901de09e6bac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Capacity"}. This record does not assert independent reproduction.

### AVEQA

Precision: 98.09. Result ID: 698e88b6ffc3901de09e6ba1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Capacity"}. This record does not assert independent reproduction.

### AVEQA

Precision: 98.06. Result ID: 698e88b6ffc3901de09e6ba7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"All Attributes"}. This record does not assert independent reproduction.

### MAVEQA

Precision: 97.32. Result ID: 698e88b6ffc3901de09e6bab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Implementation](<https://github.com/google-research-datasets/MAVE>)

Recorded evaluation configuration: {"Attribute":"Size"}. This record does not assert independent reproduction.

### AVEQA

Precision: 96.95. Result ID: 698e88b6ffc3901de09e6ba0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: {"Attribute":"Size"}. This record does not assert independent reproduction.

### OpenTag

Precision: 94.74. Result ID: 698e88b6ffc3901de09e6b99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Web Pattern"}. This record does not assert independent reproduction.

### OpenTag

Precision: 94.74. Result ID: 698e88b6ffc3901de09e6b9a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Cabinet Configuration"}. This record does not assert independent reproduction.

### OpenTag

Precision: 91.65. Result ID: 698e88b6ffc3901de09e6b93.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Style"}. This record does not assert independent reproduction.

### OpenTag

Precision: 91.09. Result ID: 698e88b6ffc3901de09e6b92.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Type"}. This record does not assert independent reproduction.

### OpenTag

Precision: 90.91. Result ID: 698e88b6ffc3901de09e6b98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Staple Type"}. This record does not assert independent reproduction.

### OpenTag

Precision: 90.47. Result ID: 698e88b6ffc3901de09e6b94.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Material"}. This record does not assert independent reproduction.

### OpenTag

Precision: 86.94. Result ID: 698e88b6ffc3901de09e6b96.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Capacity"}. This record does not assert independent reproduction.

### ADOpenTag

Precision: 86.42. Result ID: 698e88b6ffc3901de09e6b9c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"All Attributes"}. This record does not assert independent reproduction.

### OpenTag

Precision: 80.32. Result ID: 698e88b6ffc3901de09e6b95.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Size"}. This record does not assert independent reproduction.

### OpenTag

Precision: 43.75. Result ID: 698e88b6ffc3901de09e6b9b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b681e209131cea2e242.md>)

Recorded evaluation configuration: {"Attribute":"Power Consumption"}. This record does not assert independent reproduction.

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