# Sign Language Recognition on CSL-Daily (dev) Source: [Sign Language Recognition on CSL-Daily (dev)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:27.501Z Evaluation of Sign Language Recognition performance on the development split of the CSL-Daily dataset, measured using Word Error Rate (WER). 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 | Sign Language Recognition | | Dataset (including any stated split) | CSL-Daily (dev) | | Metric | WER | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 - [WER](): Lower is better; unit: PERCENT. ## Recorded results | Method | WER | Result date | Report paper | | --- | --- | --- | --- | | TwoStream-SLR | 25.4 | Not recorded | 68fa73231e209131cea5a980 | | MSKA-SLR | 28.2 | Not recorded | 68fa73231e209131cea5a980 | | CorrNet | 30.6 | Not recorded | 68fa73231e209131cea5a980 | | AdaBrowse+ | 31.2 | Not recorded | 68fa73231e209131cea5a980 | | CTCA | 31.3 | Not recorded | 68fa73231e209131cea5a980 | | DNF | 32.8 | Not recorded | 68fa73231e209131cea5a980 | | Joint-SLRT | 33.1 | Not recorded | 68fa73231e209131cea5a980 | | FCN | 33.2 | Not recorded | 68fa73231e209131cea5a980 | | SignBT | 33.2 | Not recorded | 68fa73231e209131cea5a980 | | TwoStream-SLR | 34.6 | Not recorded | 68fa73231e209131cea5a980 | | LS-HAN | 39 | Not recorded | 68fa73231e209131cea5a980 | | SubUNets | 41.4 | Not recorded | 68fa73231e209131cea5a980 | ### TwoStream-SLR WER: 25.4. Result ID: 6992bf703a6c314849113727. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### MSKA-SLR WER: 28.2. Result ID: 6992bf703a6c31484911372b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Keypoint-based","Pre-trained":"No"}. This record does not assert independent reproduction. ### CorrNet WER: 30.6. Result ID: 6992bf703a6c314849113726. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### AdaBrowse+ WER: 31.2. Result ID: 6992bf703a6c314849113729. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### CTCA WER: 31.3. Result ID: 6992bf703a6c314849113728. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### DNF WER: 32.8. Result ID: 6992bf703a6c314849113722. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### Joint-SLRT WER: 33.1. Result ID: 6992bf703a6c314849113724. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"No"}. This record does not assert independent reproduction. ### FCN WER: 33.2. Result ID: 6992bf703a6c314849113723. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"No"}. This record does not assert independent reproduction. ### SignBT WER: 33.2. Result ID: 6992bf703a6c314849113725. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### TwoStream-SLR WER: 34.6. Result ID: 6992bf703a6c31484911372a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Keypoint-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### LS-HAN WER: 39. Result ID: 6992bf703a6c314849113721. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. ### SubUNets WER: 41.4. Result ID: 6992bf703a6c314849113720. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB-based","Pre-trained":"Yes"}. This record does not assert independent reproduction. Page 1 of 1. 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