# Case Marker Extraction on Silver Standard

Source: [Case Marker Extraction on Silver Standard](<https://www.sota2.com/research/sota/case-marker-extraction-on-silver-standard>)

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

Data updated: 2026-02-26T05:58:20.580Z

Evaluation of Case Marker Extraction performance on the Silver Standard 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 | Case Marker Extraction |
| Dataset (including any stated split) | Silver Standard |
| Metric | Precision |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 19 of 19 |
| 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/case-marker-extraction-on-silver-standard.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/case-marker-extraction-on-silver-standard.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/case-marker-extraction-on-silver-standard.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| CaMEL | 83 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 79 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 74 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 68 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 67 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 67 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 65 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 54 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 54 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 54 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 52 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 50 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 50 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 45 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 43 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 42 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 41 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 31 | Not recorded | 68fa6c1b1e209131cea323a3 |
| CaMEL | 18 | Not recorded | 68fa6c1b1e209131cea323a3 |

### CaMEL

Precision: 83. Result ID: 698ed760ffc3901de0a1f585.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Icelandic"}. This record does not assert independent reproduction.

### CaMEL

Precision: 79. Result ID: 698ed760ffc3901de0a1f58a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Nynorsk"}. This record does not assert independent reproduction.

### CaMEL

Precision: 74. Result ID: 698ed760ffc3901de0a1f57f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Albanian"}. This record does not assert independent reproduction.

### CaMEL

Precision: 68. Result ID: 698ed760ffc3901de0a1f58f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Swedish"}. This record does not assert independent reproduction.

### CaMEL

Precision: 67. Result ID: 698ed760ffc3901de0a1f584.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Greek"}. This record does not assert independent reproduction.

### CaMEL

Precision: 67. Result ID: 698ed760ffc3901de0a1f58b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Bokmål"}. This record does not assert independent reproduction.

### CaMEL

Precision: 65. Result ID: 698ed760ffc3901de0a1f588.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Latin"}. This record does not assert independent reproduction.

### CaMEL

Precision: 54. Result ID: 698ed760ffc3901de0a1f583.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"German"}. This record does not assert independent reproduction.

### CaMEL

Precision: 54. Result ID: 698ed760ffc3901de0a1f58d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Russian"}. This record does not assert independent reproduction.

### CaMEL

Precision: 54. Result ID: 698ed760ffc3901de0a1f591.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Average"}. This record does not assert independent reproduction.

### CaMEL

Precision: 52. Result ID: 698ed760ffc3901de0a1f58c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Polish"}. This record does not assert independent reproduction.

### CaMEL

Precision: 50. Result ID: 698ed760ffc3901de0a1f581.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Bengali"}. This record does not assert independent reproduction.

### CaMEL

Precision: 50. Result ID: 698ed760ffc3901de0a1f582.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Czech"}. This record does not assert independent reproduction.

### CaMEL

Precision: 45. Result ID: 698ed760ffc3901de0a1f590.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Ukrainian"}. This record does not assert independent reproduction.

### CaMEL

Precision: 43. Result ID: 698ed760ffc3901de0a1f580.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Belarusian"}. This record does not assert independent reproduction.

### CaMEL

Precision: 42. Result ID: 698ed760ffc3901de0a1f587.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Irish"}. This record does not assert independent reproduction.

### CaMEL

Precision: 41. Result ID: 698ed760ffc3901de0a1f58e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Slovenian"}. This record does not assert independent reproduction.

### CaMEL

Precision: 31. Result ID: 698ed760ffc3901de0a1f586.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Indonesian"}. This record does not assert independent reproduction.

### CaMEL

Precision: 18. Result ID: 698ed760ffc3901de0a1f589.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1b1e209131cea323a3.md>)

[Implementation](<https://github.com/LeonieWeissweiler/CaMEL>)

Recorded evaluation configuration: {"Language":"Lithuanian"}. This record does not assert independent reproduction.

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