Image-to-Brain Retrieval on Natural Scenes Dataset (NSD)
56.72Average PerformanceBRAIN
Evaluation Results
| Method | Links | |
|---|---|---|
| BRAINCL Setup=(20, 10), Session Range=31-402025.08 | 56.72 | |
| BRAINCL Setup=(20, 10), Session Range=1-202025.08 | 54.61 | |
| BRAINCL Setup=(20, 5), Session Range=36-402025.08 | 54.06 | |
| BRAINCL Setup=(20, 5), Session Range=1-202025.08 | 53.97 | |
| BRAINCL Setup=(20, 10), Session Range=21-302025.08 | 53.95 | |
| BRAINCL Setup=(20, 2), Session Range=1-202025.08 | 53.72 | |
| BRAINCL Setup=(15, 5), Session Range=36-402025.08 | 53.62 | |
| PLOPCL Setup=(20, 10), Session Range=31-402025.08 | 53.08 | |
| BRAINCL Setup=(20, 5), Session Range=31-352025.08 | 52.55 | |
| BRAINCL Setup=(15, 5), Session Range=31-352025.08 | 51.97 | |
| LwFCL Setup=(20, 10), Session Range=31-402025.08 | 51.8 | |
| BRAINCL Setup=(15, 5), Session Range=26-302025.08 | 51.51 | |
| BRAINCL Setup=(20, 5), Session Range=21-252025.08 | 51.37 | |
| PLOPCL Setup=(20, 5), Session Range=1-202025.08 | 51.33 | |
| PLOPCL Setup=(20, 10), Session Range=21-302025.08 | 51.17 | |
| BRAINCL Setup=(20, 2), Session Range=35-362025.08 | 51.15 | |
| PLOPCL Setup=(15, 5), Session Range=36-402025.08 | 51.05 | |
| BRAINCL Setup=(20, 5), Session Range=26-302025.08 | 51.02 | |
| PLOPCL Setup=(20, 2), Session Range=1-202025.08 | 50.92 | |
| PLOPCL Setup=(20, 5), Session Range=36-402025.08 | 50.88 | |
| BRAINCL Setup=(20, 2), Session Range=37-382025.08 | 50.85 | |
| BRAINCL Setup=(15, 5), Session Range=1-152025.08 | 50.64 | |
| BRAINCL Setup=(20, 2), Session Range=39-402025.08 | 50.64 | |
| PLOPCL Setup=(20, 10), Session Range=1-202025.08 | 50.61 | |
| BRAINCL Setup=(15, 5), Session Range=21-252025.08 | 50.44 | |
| BRAINCL Setup=(20, 2), Session Range=31-322025.08 | 50.39 | |
| BRAINCL Setup=(20, 2), Session Range=23-242025.08 | 49.6 | |
| PLOPCL Setup=(20, 5), Session Range=31-352025.08 | 49.48 | |
| LwFCL Setup=(20, 5), Session Range=1-202025.08 | 49.44 | |
| PLOPCL Setup=(15, 5), Session Range=31-352025.08 | 49.37 | |
| LwFCL Setup=(20, 10), Session Range=21-302025.08 | 49.32 | |
| LwFCL Setup=(20, 10), Session Range=1-202025.08 | 49.29 | |
| BRAINCL Setup=(20, 2), Session Range=29-302025.08 | 49.27 | |
| BRAINCL Setup=(15, 5), Session Range=16-202025.08 | 49.25 | |
| BRAINCL Setup=(20, 2), Session Range=33-342025.08 | 49.23 | |
| LwFCL Setup=(20, 5), Session Range=36-402025.08 | 49.05 | |
| LwFCL Setup=(20, 2), Session Range=1-202025.08 | 49.03 | |
| PLOPCL Setup=(20, 5), Session Range=26-302025.08 | 49 | |
| LwFCL Setup=(15, 5), Session Range=36-402025.08 | 48.85 | |
| BRAINCL Setup=(20, 2), Session Range=27-282025.08 | 48.66 | |
| PLOPCL Setup=(15, 5), Session Range=26-302025.08 | 48.61 | |
| BRAINCL Setup=(20, 2), Session Range=25-262025.08 | 48.52 | |
| BRAINCL Setup=(20, 2), Session Range=21-222025.08 | 48.37 | |
| W/o CLCL Setup=(20, 10), Session Range=1-202025.08 | 48.31 | |
| W/o CLCL Setup=(20, 2), Session Range=1-202025.08 | 48.26 | |
| PLOPCL Setup=(20, 2), Session Range=37-382025.08 | 48.03 | |
| PLOPCL Setup=(20, 5), Session Range=21-252025.08 | 47.8 | |
| PLOPCL Setup=(20, 2), Session Range=39-402025.08 | 47.65 | |
| LwFCL Setup=(15, 5), Session Range=31-352025.08 | 47.46 | |
| PLOPCL Setup=(20, 2), Session Range=35-362025.08 | 47.3 | |
| PLOPCL Setup=(15, 5), Session Range=21-252025.08 | 47.27 | |
| LwFCL Setup=(20, 5), Session Range=31-352025.08 | 47.24 | |
| PLOPCL Setup=(15, 5), Session Range=1-152025.08 | 47.04 | |
| PLOPCL Setup=(20, 2), Session Range=31-322025.08 | 46.87 | |
| LwFCL Setup=(15, 5), Session Range=26-302025.08 | 46.68 | |
| LwFCL Setup=(20, 5), Session Range=26-302025.08 | 46.55 | |
| LwFCL Setup=(15, 5), Session Range=21-252025.08 | 46.43 | |
| W/o CLCL Setup=(20, 5), Session Range=1-202025.08 | 46.42 | |
| LwFCL Setup=(20, 5), Session Range=21-252025.08 | 46.21 | |
| PLOPCL Setup=(15, 5), Session Range=16-202025.08 | 46.2 | |
| PLOPCL Setup=(20, 2), Session Range=27-282025.08 | 46.06 | |
| PLOPCL Setup=(20, 2), Session Range=33-342025.08 | 46.06 | |
| LwFCL Setup=(20, 2), Session Range=37-382025.08 | 45.83 | |
| PLOPCL Setup=(20, 2), Session Range=29-302025.08 | 45.76 | |
| LwFCL Setup=(15, 5), Session Range=1-152025.08 | 45.64 | |
| PLOPCL Setup=(20, 2), Session Range=21-222025.08 | 45.44 | |
| LwFCL Setup=(20, 2), Session Range=31-322025.08 | 45.41 | |
| LwFCL Setup=(20, 2), Session Range=39-402025.08 | 45.34 | |
| LwFCL Setup=(20, 2), Session Range=35-362025.08 | 45.32 | |
| PLOPCL Setup=(20, 2), Session Range=25-262025.08 | 45.18 | |
| PLOPCL Setup=(20, 2), Session Range=23-242025.08 | 45.04 | |
| LwFCL Setup=(20, 2), Session Range=29-302025.08 | 44.98 | |
| LwFCL Setup=(20, 2), Session Range=33-342025.08 | 44.75 | |
| W/o CLCL Setup=(15, 5), Session Range=1-152025.08 | 44.52 | |
| LwFCL Setup=(20, 2), Session Range=27-282025.08 | 44.31 | |
| LwFCL Setup=(15, 5), Session Range=16-202025.08 | 44.18 | |
| LwFCL Setup=(20, 2), Session Range=23-242025.08 | 44.08 | |
| LwFCL Setup=(20, 2), Session Range=21-222025.08 | 43.4 | |
| LwFCL Setup=(20, 2), Session Range=25-262025.08 | 42.98 | |
| W/o CLCL Setup=(20, 10), Session Range=21-302025.08 | 36.15 | |
| W/o CLCL Setup=(20, 10), Session Range=31-402025.08 | 34.41 | |
| W/o CLCL Setup=(15, 5), Session Range=16-202025.08 | 26.44 | |
| W/o CLCL Setup=(20, 5), Session Range=21-252025.08 | 25.6 | |
| W/o CLCL Setup=(15, 5), Session Range=21-252025.08 | 25.5 | |
| W/o CLCL Setup=(20, 5), Session Range=26-302025.08 | 25.36 | |
| W/o CLCL Setup=(15, 5), Session Range=31-352025.08 | 25.24 | |
| W/o CLCL Setup=(20, 5), Session Range=31-352025.08 | 24.89 | |
| W/o CLCL Setup=(15, 5), Session Range=36-402025.08 | 24.81 | |
| W/o CLCL Setup=(20, 5), Session Range=36-402025.08 | 24.72 | |
| W/o CLCL Setup=(15, 5), Session Range=26-302025.08 | 24.33 | |
| W/o CLCL Setup=(20, 2), Session Range=25-262025.08 | 13.9 | |
| W/o CLCL Setup=(20, 2), Session Range=27-282025.08 | 13.68 | |
| W/o CLCL Setup=(20, 2), Session Range=21-222025.08 | 13.58 | |
| W/o CLCL Setup=(20, 2), Session Range=29-302025.08 | 13.11 | |
| W/o CLCL Setup=(20, 2), Session Range=37-382025.08 | 13.03 | |
| W/o CLCL Setup=(20, 2), Session Range=31-322025.08 | 12.86 | |
| W/o CLCL Setup=(20, 2), Session Range=35-362025.08 | 12.77 | |
| W/o CLCL Setup=(20, 2), Session Range=23-242025.08 | 12.57 | |
| W/o CLCL Setup=(20, 2), Session Range=33-342025.08 | 12.52 | |
| W/o CLCL Setup=(20, 2), Session Range=39-402025.08 | 11.89 |