Fingerspelling Recognition on FSBoard
6.75Character Error RateTCN-based fingerspelling recognizer
Evaluation results
| Method | Links | |
|---|---|---|
| TCN-based fingerspelling recognizerLLM usage=Claude 4.52026.04 | 6.75 | |
| TCN-based fingerspelling recognizerLLM usage=none2026.04 | 7.34 | |
| ByT5 with YouTube-ASLPre-training=YouTube-ASL (2,800 hours)2026.04 | 8.9 | |
| ByT52026.04 | 11.1 | |
| Kaggle Competition Winner2026.04 | 16.4 |