# Fingerspelling detection on ChicagoFSWild+ (test) Source: [Fingerspelling detection on ChicagoFSWild+ (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:23:06.477Z Evaluation of Fingerspelling detection performance on the test split of the ChicagoFSWild+ dataset, measured using Average Precision (AP) across various IoU/Accuracy thresholds and Mean Segment Area (MSA). 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 | Fingerspelling detection | | Dataset (including any stated split) | ChicagoFSWild+ (test) | | Metric | AP (IoU=0.1) | | Unit | PERCENT | | Direction | Higher 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 - [AP (IoU=0.1)](): Higher is better; unit: PERCENT. - [AP (IoU=0.3)](): Higher is better; unit: PERCENT. - [AP (IoU=0.5)](): Higher is better; unit: PERCENT. - [AP (Acc=0.0)](): Higher is better; unit: PERCENT. - [AP (Acc=0.2)](): Higher is better; unit: PERCENT. - [AP (Acc=0.4)](): Higher is better; unit: PERCENT. - [MSA](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP (IoU=0.1) | Result date | Report paper | | --- | --- | --- | --- | | GT | 100 | Not recorded | 68fa69b41e209131cea239aa | | GT | 100 | Not recorded | 68fa69b41e209131cea239aa | | multi-task model | 59 | Not recorded | 68fa69b41e209131cea239aa | | Our Model | 59 | Not recorded | 68fa69b41e209131cea239aa | | BMN | 58 | Not recorded | 68fa69b41e209131cea239aa | | BMN | 58 | Not recorded | 68fa69b41e209131cea239aa | | Base 3 | 56 | Not recorded | 68fa69b41e209131cea239aa | | Base 3 | 56 | Not recorded | 68fa69b41e209131cea239aa | | Base 2 | 44.3 | Not recorded | 68fa69b41e209131cea239aa | | Base 2 | 44.3 | Not recorded | 68fa69b41e209131cea239aa | | Base 1 | 27.8 | Not recorded | 68fa69b41e209131cea239aa | | Base 1 | 27.8 | Not recorded | 68fa69b41e209131cea239aa | ### GT AP (IoU=0.1): 100. Result ID: 698dda8dffc3901de09919b1. [Reporting paper]() Recorded evaluation configuration: {"source":"ground-truth fingerspelling segments"}. This record does not assert independent reproduction. ### GT AP (IoU=0.1): 100. Result ID: 698dda8dffc3901de09919b9. [Reporting paper]() Recorded evaluation configuration: {"detection\_source":"ground-truth fingerspelling segments"}. This record does not assert independent reproduction. ### multi-task model AP (IoU=0.1): 59. Result ID: 698dda8dffc3901de09919b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Our Model AP (IoU=0.1): 59. Result ID: 698dda8dffc3901de09919b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"method\_type":"multi-task model"}. This record does not assert independent reproduction. ### BMN AP (IoU=0.1): 58. Result ID: 698dda8dffc3901de09919af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BMN AP (IoU=0.1): 58. Result ID: 698dda8dffc3901de09919b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Base 3 AP (IoU=0.1): 56. Result ID: 698dda8dffc3901de09919ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"type":"region-based model"}. This record does not assert independent reproduction. ### Base 3 AP (IoU=0.1): 56. Result ID: 698dda8dffc3901de09919b6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Base 2 AP (IoU=0.1): 44.3. Result ID: 698dda8dffc3901de09919ad. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Base 2 AP (IoU=0.1): 44.3. Result ID: 698dda8dffc3901de09919b5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Base 1 AP (IoU=0.1): 27.8. Result ID: 698dda8dffc3901de09919ac. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Base 1 AP (IoU=0.1): 27.8. Result ID: 698dda8dffc3901de09919b4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.