Image Generation on EEG-CVPR40
33.87ISGWIT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GWIT2025.12 | 33.87 | 78.11 | |
| Brain-Genbase_model=Stable Diffusion, finetuning_steps=25000, learning_rate=1e-5, sequence_length=64, hidden_dimension=10242025.12 | 25.15 | 81.07 | |
| Uni-Neur2ImgTextual Input=false2025.12 | 24.46 | 148.87 | |
| NeuroDM2025.12 | 15.89 | — | |
| DM-RE2I2025.12 | 12.55 | — | |
| EEGStyleGAN-ADA2025.12 | 10.82 | 174.13 | |
| EEGStyleGAN-ADATextual Input=false2025.12 | 10.82 | 174.13 | |
| DCLS-GAN2025.12 | 6.64 | — | |
| DCLS-GANTextual Input=false2025.12 | 6.64 | — | |
| Improved-SNGANTextual Input=false2025.12 | 5.53 | — | |
| Neurovision2025.12 | 5.15 | — | |
| NeuroVisionTextual Input=false2025.12 | 5.15 | — | |
| Brain2Image (GAN)2025.12 | 5.07 | — | |
| Brain2Image-GANTextual Input=false2025.12 | 5.07 | — | |
| Brain2Image-VAETextual Input=false2025.12 | 4.49 | — |