# Dependency Parsing on Valibel corpus (test) Source: [Dependency Parsing on Valibel corpus (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:08.810Z Evaluation of Dependency Parsing performance on the test split of the Valibel corpus, reporting POS, UAS, and LAS 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 | Dependency Parsing | | Dataset (including any stated split) | Valibel corpus (test) | | Metric | POS Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [POS Accuracy](): Higher is better; unit: PERCENT. - [UAS](): Higher is better; unit: PERCENT. - [LAS](): Higher is better; unit: PERCENT. ## Recorded results | Method | POS Accuracy | Result date | Report paper | | --- | --- | --- | --- | | TEXT HOPS | 98.2 | Not recorded | 68fa73ab1e209131cea5dceb | | TEXT GRAPH | 96.8 | Not recorded | 68fa73ab1e209131cea5dceb | | TEXT SEQ2LABEL | 94.5 | Not recorded | 68fa73ab1e209131cea5dceb | | ORACLE GRAPH | 79.8 | Not recorded | 68fa73ab1e209131cea5dceb | | ORACLE SEQ2LABEL | 78.3 | Not recorded | 68fa73ab1e209131cea5dceb | | AUDIO SEQ2LABEL | 77.1 | Not recorded | 68fa73ab1e209131cea5dceb | | AUDIO GRAPH | 77 | Not recorded | 68fa73ab1e209131cea5dceb | | PIPELINE HOPS | 76.3 | Not recorded | 68fa73ab1e209131cea5dceb | | PIPELINE SEQ2LABEL | 74.7 | Not recorded | 68fa73ab1e209131cea5dceb | | PIPELINE GRAPH | 73.5 | Not recorded | 68fa73ab1e209131cea5dceb | ### TEXT HOPS POS Accuracy: 98.2. Result ID: 699307663a6c314849132ccf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input":"Text (Gold)","Parameters":"110M + 100M","Pre-training":"CamemBERT"}. This record does not assert independent reproduction. ### TEXT GRAPH POS Accuracy: 96.8. Result ID: 699307663a6c314849132cce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input":"Text (Gold)","Parameters":"110M + 41.4M","Pre-training":"CamemBERT"}. This record does not assert independent reproduction. ### TEXT SEQ2LABEL POS Accuracy: 94.5. Result ID: 699307663a6c314849132ccd. [Reporting paper]() Recorded evaluation configuration: {"Input":"Text (Gold)","Parameters":"110M + 39.2M","Pre-training":"CamemBERT"}. This record does not assert independent reproduction. ### ORACLE GRAPH POS Accuracy: 79.8. Result ID: 699307663a6c314849132cc9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input":"Oracle","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction. ### ORACLE SEQ2LABEL POS Accuracy: 78.3. Result ID: 699307663a6c314849132cc8. [Reporting paper]() Recorded evaluation configuration: {"Input":"Oracle","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction. ### AUDIO SEQ2LABEL POS Accuracy: 77.1. Result ID: 699307663a6c314849132cc6. [Reporting paper]() Recorded evaluation configuration: {"Input":"Audio","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction. ### AUDIO GRAPH POS Accuracy: 77. Result ID: 699307663a6c314849132cc7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input":"Audio","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction. ### PIPELINE HOPS POS Accuracy: 76.3. Result ID: 699307663a6c314849132ccc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input":"Pipeline","Parameters":"314M + 110M + 100M","Pre-training":"Wav2vec2 + CamemBERT"}. This record does not assert independent reproduction. ### PIPELINE SEQ2LABEL POS Accuracy: 74.7. Result ID: 699307663a6c314849132cca. [Reporting paper]() Recorded evaluation configuration: {"Input":"Pipeline","Parameters":"314M + 110M + 39.2M","Pre-training":"Wav2vec2 + CamemBERT"}. This record does not assert independent reproduction. ### PIPELINE GRAPH POS Accuracy: 73.5. Result ID: 699307663a6c314849132ccb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input":"Pipeline","Parameters":"314M + 110M + 41.4M","Pre-training":"Wav2vec2 + CamemBERT"}. This record does not assert independent reproduction. Page 1 of 1. 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