Text-to-3D Facial Expression Generation on Txt2Emote Explicit Expression Descriptions
0.6L1 Distance (Head)EmoteGPT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EmoteGPTTraining (Exp)=Yes, Training (Imp)=Yes2026.07 | 0.6 | 0.68 | 0.62 | 59 | 0.98 | 2.29 | |
| EmoteGPTTraining (Exp)=Yes, Training (Imp)=No2026.07 | 0.61 | 0.61 | 0.5 | 51 | 1 | 2.36 | |
| CLIPTraining (Exp)=Yes, Training (Imp)=Yes2026.07 | 0.65 | 0.64 | 0.56 | 52 | 1.07 | 2.5 | |
| Vicuna-1.5-7bTraining (Exp)=Yes, Training (Imp)=Yes2026.07 | 0.65 | 0.6 | 0.55 | 52 | 1.08 | 2.5 | |
| CLIPTraining (Exp)=Yes, Training (Imp)=No2026.07 | 0.66 | 0.61 | 0.57 | 51 | 1.06 | 2.46 | |
| Vicuna-1.5-7bTraining (Exp)=Yes, Training (Imp)=No2026.07 | 0.66 | 0.56 | 0.53 | 51 | 1.08 | 2.48 | |
| FLAMETraining (Exp)=No, Training (Imp)=No2026.07 | 0.83 | — | — | — | 1.41 | 3.53 | |
| Describe3DTraining (Exp)=No, Training (Imp)=No2026.07 | — | 0.48 | 0.34 | 34 | — | — |