Co-speech gesture generation on BEAT
4.247FGDGestureLSM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GestureLSMVenue=ICCV’25, Streaming=✗2026.04 | 4.247 | 72.9 | 13.76 | 1.021 | |
| LiveGestureVenue=Ours, Streaming=✓2026.04 | 4.57 | 79.4 | 13.91 | 1.241 | |
| SynTalkerVenue=MM’24, Streaming=✗2026.04 | 4.687 | 73.6 | 12.43 | — | |
| ProbTalkVenue=CVPR’24, Streaming=✗2026.04 | 5.04 | 77.1 | 13.27 | 8.614 | |
| MambaTalkVenue=NeurIPS’24, Streaming=✗2026.04 | 5.366 | 78.1 | 13.05 | 7.68 | |
| EMAGEVenue=CVPR’24, Streaming=✗2026.04 | 5.512 | 77.2 | 13.06 | 7.68 | |
| TalkShowVenue=CVPR’23, Streaming=✗2026.04 | 6.209 | 69.5 | 13.47 | 7.791 | |
| CaMNVenue=ECCV’22, Streaming=✗2026.04 | 6.644 | 67.6 | 10.86 | — | |
| DiffSHEGVenue=CVPR’24, Streaming=✗2026.04 | 7.141 | 74.3 | 8.21 | 9.571 | |
| RAG-Gesture (w/ Discourse)Venue=CVPR’25, Streaming=✗2026.04 | 8.79 | 73.9 | 12.62 | — | |
| RAG-GestureVenue=CVPR’25, Streaming=✗2026.04 | 9.11 | 72.7 | 12.62 | — | |
| DisCoVenue=MM’22, Streaming=✗2026.04 | 9.417 | 64.3 | 9.912 | — | |
| HA2GVenue=CVPR’22, Streaming=✗2026.04 | 12.32 | 67.7 | 8.626 | — |