Dance Generation on User Study Dance
0.35Human LikenessEchoAvatar (Merged)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EchoAvatar (Merged)Category=Dataset Composition, Configuration=Merged2026.05 | 0.35 | 0.355 | 0.323 | |
| EchoAvatarCategory=Comparison with SOTA2026.05 | 0.244 | 0.337 | 0.267 | |
| EDGECategory=Comparison with SOTA2026.05 | 0.148 | -0.136 | 0.099 | |
| EchoAvatar (GRPO)Category=RL Strategy Ablation, Strategy=GRPO2026.05 | 0.109 | 0.069 | 0.188 | |
| EchoAvatar (DPO)Category=RL Strategy Ablation, Strategy=DPO2026.05 | 0.078 | 0.028 | 0.085 | |
| EchoAvatarCategory=RL Strategy Ablation, Variant=Baseline 12026.05 | -0.078 | -0.028 | -0.085 | |
| EchoAvatarCategory=RL Strategy Ablation, Variant=Baseline 22026.05 | -0.109 | -0.069 | -0.188 | |
| EchoAvatar (Dance Only)Category=Dataset Composition, Configuration=Dance Only2026.05 | -0.35 | -0.355 | -0.323 | |
| MECoCategory=Comparison with SOTA2026.05 | -0.508 | -0.277 | -0.477 |