# Leaderboard Extraction on PWC LEADERBOARDS restricted to our taxonomy

Source: [Leaderboard Extraction on PWC LEADERBOARDS restricted to our taxonomy](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy>)

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

Data updated: 2026-02-26T05:52:45.177Z

Evaluation of Leaderboard Extraction performance on the PWC LEADERBOARDS dataset (restricted taxonomy subset), reporting Micro and Macro 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 | Leaderboard Extraction |
| Dataset (including any stated split) | PWC LEADERBOARDS restricted to our taxonomy |
| Metric | Micro Precision |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Micro Precision](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy.md?metric=Micro%20Precision>): Higher is better; unit: PERCENT.

- [Micro Recall](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy.md?metric=Micro%20Recall>): Higher is better; unit: PERCENT.

- [Micro F1 Score](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy.md?metric=Micro%20F1%20Score>): Higher is better; unit: PERCENT.

- [Macro Precision](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy.md?metric=Macro%20Precision>): Higher is better; unit: PERCENT.

- [Macro Recall](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy.md?metric=Macro%20Recall>): Higher is better; unit: PERCENT.

- [Macro F1 Score](<https://www.sota2.com/research/sota/leaderboard-extraction-on-pwc-leaderboards-restricted-to-our-taxonomy.md?metric=Macro%20F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Micro Precision | Result date | Report paper |
| --- | --- | --- | --- |
| AXCELL | 70.6 | Not recorded | 68fa676e1e209131cea162f2 |
| AXCELL | 70.2 | Not recorded | 68fa676e1e209131cea162f2 |
| AXCELL | 68.8 | Not recorded | 68fa676e1e209131cea162f2 |
| AXCELL | 67.8 | Not recorded | 68fa676e1e209131cea162f2 |
| AXCELL | 37.4 | Not recorded | 68fa676e1e209131cea162f2 |

### AXCELL

Micro Precision: 70.6. Result ID: 698d347a8b517eb4331fc6e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Implementation](<https://github.com/paperswithcode/axcell>)

Recorded evaluation configuration: {"Entity":"Task"}. This record does not assert independent reproduction.

### AXCELL

Micro Precision: 70.2. Result ID: 698d347a8b517eb4331fc6e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Implementation](<https://github.com/paperswithcode/axcell>)

Recorded evaluation configuration: {"Entity":"Dataset"}. This record does not assert independent reproduction.

### AXCELL

Micro Precision: 68.8. Result ID: 698d347a8b517eb4331fc6e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Implementation](<https://github.com/paperswithcode/axcell>)

Recorded evaluation configuration: {"Entity":"Metric"}. This record does not assert independent reproduction.

### AXCELL

Micro Precision: 67.8. Result ID: 698d347a8b517eb4331fc6e5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Implementation](<https://github.com/paperswithcode/axcell>)

Recorded evaluation configuration: {"Entity":"TDM"}. This record does not assert independent reproduction.

### AXCELL

Micro Precision: 37.4. Result ID: 698d347a8b517eb4331fc6e4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676e1e209131cea162f2.md>)

[Implementation](<https://github.com/paperswithcode/axcell>)

Recorded evaluation configuration: {"Entity":"TDMS"}. This record does not assert independent reproduction.

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