Word-level gesture recognition on GRW 1.0 (test)
18.57Top-1 AccuracyOurs
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours2026.05 | 18.57 | 37.51 | 52.16 | |
| GeminiModel category=SOTA VLMs2026.05 | 14.36 | 30 | 41.72 | |
| JEGALFeature training protocol=Fine-tuned features2026.05 | 11.12 | 24.41 | 33.89 | |
| GestSyncFeature training protocol=Fine-tuned features2026.05 | 10.05 | 22.37 | 33.18 | |
| SemanticMomentsFeature training protocol=Frozen features2026.05 | 9.22 | 21.73 | 29.4 | |
| Clip4ClipFeature training protocol=Frozen features2026.05 | 8.6 | 19.67 | 28.6 | |
| Random2026.05 | 1 | 5 | 10 |