ConceptBed Leaderboard
Submission instructions:
- Follow the instructions at GitHub to run the ConceptBed evalautions by yourself.
- Or send us your model and we will evaluate your submission for you.
| Method |
Base Model |
Optimization |
Concept Replication (↓) |
Concept Alignment (↓) |
Composition Alignment (↓) |
| DreamBooth* |
Stable Diffusion v1.4 |
true |
0.088 |
0.3551 |
0.036 |
| Custom Diffusion* |
Stable Diffusion v1.4 |
true |
0.2309 |
0.4882 |
0.0204 |
| Textula Inversion* |
Latent Diffusion Model |
true |
0.1196 |
0.1711 |
0.1312 |
| Textual Inversion* |
Stable Diffusion v1.4 |
true |
0.0662 |
0.1163 |
0.1436 |
| IP-Adapter |
Stable Diffusion XL |
false |
0.3665 |
0.3571 |
0.0641 |
| ELITE |
Stable Diffusion v1.5 |
false |
0.3195 |
0.4666 |
0.1832 |
| BLIP-Diffusion |
Stable Diffusion |
false |
0.351 |
0.3245 |
0.1589 |
| $\lambda$-ECLIPSE |
Kandinsky v2.2 |
false |
0.2853 |
0.3619 |
-0.02 |
| Method |
Base Model |
Optimization |
Concept Replication (↓) |
Concept Alignment (↓) |
Composition Alignment (↓) |
* denotes the results directly taken from the ConceptBed paper.