Instruction Tuning on UNI
34.53RougeLARMADA
Evaluation results
| Method | Links | |
|---|---|---|
| ARMADATeacher=text-to-image, Distillation Type=L_euclid2026.03 | 34.53 | |
| ARMADATeacher=text-to-audio, Distillation Type=L_cosine2026.03 | 34.35 | |
| ARMADATeacher=text-to-audio, Distillation Type=L_elementwise2026.03 | 34.22 | |
| ARMADATeacher=text-to-video, Distillation Type=L_cosine2026.03 | 33.8 | |
| ARMADATeacher=text-to-audio, Loss Function=L_cosine, Student Model=LLaMA-3.2-3B2026.03 | 33.67 | |
| ARMADATeacher=text-to-image, Loss Function=L_cosine, Student Model=LLaMA-3.2-3B2026.03 | 33.57 | |
| ARMADATeacher=text-to-audio, Loss Function=L_elementwise, Student Model=LLaMA-3.2-3B2026.03 | 33.01 | |
| ARMADATeacher=text-to-audio, Distillation Type=L_euclid2026.03 | 32.84 | |
| LLaMA-3.1-8BDistillation Type=undistilled2026.03 | 32.78 | |
| ARMADATeacher=text-to-video, Distillation Type=L_elementwise2026.03 | 32.76 | |
| ARMADATeacher=text-to-audio, Loss Function=L_euclid, Student Model=LLaMA-3.2-3B2026.03 | 32.7 | |
| ARMADATeacher=text-to-image, Distillation Type=L_cosine2026.03 | 32.59 | |
| ARMADATeacher=text-to-image, Distillation Type=L_elementwise2026.03 | 32.54 | |
| ARMADATeacher=text-to-video, Distillation Type=L_euclid2026.03 | 32.41 | |
| ARMADATeacher=text-to-image, Loss Function=L_elementwise, Student Model=LLaMA-3.2-3B2026.03 | 32.27 | |
| ARMADATeacher=text-to-video, Loss Function=L_cosine, Student Model=LLaMA-3.2-3B2026.03 | 32.07 | |
| UndistilledTeacher=-, Distillation Type=undistilled, Student Model=LLaMA-3.2-3B2026.03 | 32.01 | |
| ARMADATeacher=text-to-video, Loss Function=L_elementwise, Student Model=LLaMA-3.2-3B2026.03 | 32.01 | |
| ARMADATeacher=text-to-image, Loss Function=L_euclid, Student Model=LLaMA-3.2-3B2026.03 | 31.59 | |
| ARMADATeacher=text-to-video, Loss Function=L_euclid, Student Model=LLaMA-3.2-3B2026.03 | 31.51 | |
| SeqKDTeacher=language-only, Distillation Type=SeqKD, Student Model=LLaMA-3.2-3B2026.03 | 31.05 |