Multi-concept generation on 32 concepts
0.468DINOSeqLoRA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SeqLoRA2026.05 | 0.468 | 0.418 | 0.418 | 0.477 | 0.693 | 0.286 | 0.27 | 9.043 | |
| Continual Alternating2026.05 | 0.463 | 0.412 | 0.406 | 0.47 | 0.688 | 0.287 | 0.271 | 9.242 | |
| Mix-of-Show2026.05 | 0.436 | 0.377 | 0.378 | 0.448 | 0.677 | 0.276 | 0.271 | 8.039 | |
| LoRACLR2026.05 | 0.434 | 0.372 | 0.371 | 0.445 | 0.674 | 0.277 | 0.271 | 8.382 | |
| Orthogonal Adaptation2026.05 | 0.428 | 0.361 | 0.359 | 0.442 | 0.671 | 0.277 | 0.271 | 8.336 |