| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fingerspelling Detection | ChicagoFSWild (test) | AP@0.1100 | 14 | |
| Fingerspelling detection | ChicagoFSWild+ (test) | AP (IoU=0.1)100 | 12 | |
| Fingerspelling Recognition | ChicagoFSWild (test) | Letter Accuracy72.9 | 9 | |
| Fingerspelling Video Search (Text to Video) | ChicagoFSWild+ (test) | mAP63.8 | 5 | |
| Fingerspelling Word Search (Video to Text) | ChicagoFSWild+ (test) | mAP67.4 | 5 | |
| Fingerspelling Video Search (Text to Video) | ChicagoFSWild (test) | mAP39.4 | 5 | |
| Fingerspelling Word Search (Video to Text) | ChicagoFSWild (test) | mAP43.4 | 5 | |
| Fingerspelling detection | ChicagoFSWild+ 1.0 (test) | AP (IoU=0.1)58 | 2 |