EEG-to-Image Generation on Subject-01 EEG (test)
0.55EEG ScoreD3PO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| D3POQuery Budget (Samples)=502026.02 | 0.55 | 486.9 | |
| MindPilot (Offline)Query Budget (Samples)=2002026.02 | 0.5384 | 73.62 | |
| MindPilot (Closed-loop)Query Budget (Samples)=2002026.02 | 0.5341 | 219.78 | |
| MindPilot (Closed-loop)Query Budget (Samples)=502026.02 | 0.5327 | 64.67 | |
| MindPilot (Offline)Query Budget (Samples)=502026.02 | 0.5291 | 27.75 | |
| MindPilot (Offline)Query Budget (Samples)=102026.02 | 0.5264 | 20.56 | |
| BOQuery Budget (Samples)=102026.02 | 0.5247 | 11.11 | |
| BOQuery Budget (Samples)=2002026.02 | 0.5242 | 229.06 | |
| BOQuery Budget (Samples)=52026.02 | 0.5228 | 5.35 | |
| CMA-ESQuery Budget (Samples)=2002026.02 | 0.5227 | 239.26 | |
| CMA-ESQuery Budget (Samples)=52026.02 | 0.5224 | 5.4 | |
| BOQuery Budget (Samples)=502026.02 | 0.5222 | 53.05 | |
| MindPilot (Offline)Query Budget (Samples)=52026.02 | 0.5222 | 17.94 | |
| CMA-ESQuery Budget (Samples)=102026.02 | 0.5209 | 9.26 | |
| MindPilot (Closed-loop)Query Budget (Samples)=52026.02 | 0.5208 | 39.63 | |
| MindPilot (Closed-loop)Query Budget (Samples)=102026.02 | 0.5208 | 42.87 | |
| CMA-ESQuery Budget (Samples)=502026.02 | 0.5195 | 49.76 | |
| D3POQuery Budget (Samples)=2002026.02 | 0.5192 | 1,614.16 | |
| DDPOQuery Budget (Samples)=502026.02 | 0.5154 | 683.42 | |
| DPOKQuery Budget (Samples)=102026.02 | 0.5138 | 221.89 | |
| D3POQuery Budget (Samples)=52026.02 | 0.5138 | 117.7 | |
| DDPOQuery Budget (Samples)=52026.02 | 0.5125 | 107.82 | |
| DDPOQuery Budget (Samples)=2002026.02 | 0.5125 | 1,279.59 | |
| D3POQuery Budget (Samples)=102026.02 | 0.5113 | 285.38 | |
| DPOKQuery Budget (Samples)=502026.02 | 0.5108 | 692.7 | |
| DPOKQuery Budget (Samples)=2002026.02 | 0.5101 | 1,332.15 | |
| DDPOQuery Budget (Samples)=102026.02 | 0.5095 | 220.27 | |
| DPOKQuery Budget (Samples)=52026.02 | 0.5093 | 116.61 |