Semantic Gesture Classification on GRW unseen (test)
70.25AccuracyOurs
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursModel Category=SOTA VLMs2026.05 | 70.25 | 75.96 | 59.72 | 91.62 | |
| GeminiModel Category=SOTA VLMs2026.05 | 66.64 | 63.36 | 61.81 | 74.02 | |
| JEGALFeature protocol=Fine-tuned features2026.05 | 65.6 | 61.33 | 56.37 | 73.33 | |
| GestSyncFeature protocol=Fine-tuned features2026.05 | 63.4 | 59.68 | 53.57 | 68.67 | |
| SemanticMomentsFeature protocol=Frozen features2026.05 | 60.57 | 58.97 | 49.87 | 69.42 | |
| Clip4ClipFeature protocol=Frozen features2026.05 | 59.26 | 53.13 | 48.32 | 65.88 | |
| RandomModel Category=Baselines2026.05 | 50 | 50 | 50 | — |