fMRI Decoding on Haxby
81.92AccuracyResNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNetTP=12026.05 | 81.92 | 78.58 | 77.25 | 76.83 | |
| FFNNTP=12026.05 | 79.67 | 75.25 | 74.58 | 73.83 | |
| ANIETP=202026.05 | 79.17 | 74.33 | 73.58 | 72.83 | |
| ANIETP=102026.05 | 76.75 | 71.75 | 72.5 | 71.08 | |
| ANIETP=12026.05 | 73.67 | 68.83 | 71.17 | 68.42 | |
| CNNTP=12026.05 | 72.5 | 65.33 | 64.92 | 64.08 | |
| ViTTP=12026.05 | 70.67 | 65.08 | 63.5 | 62.08 | |
| LSTMTP=12026.05 | 63.07 | 46.93 | 47.92 | 44.5 | |
| ResNetTP=102026.05 | 54.16 | 39.92 | 39.24 | 38.68 | |
| CNNTP=102026.05 | 49.48 | 32.05 | 31.97 | 31.4 | |
| LSTMTP=102026.05 | 43.14 | 19.2 | 15.99 | 14.49 | |
| ViTTP=102026.05 | 42 | 23.67 | 19.75 | 18 | |
| LSTMTP=202026.05 | 41.26 | 19.48 | 12.2 | 8.75 | |
| FFNNTP=202026.05 | 40.83 | 16.08 | 13.67 | 11.5 | |
| CNNTP=202026.05 | 40.69 | 22.87 | 22.94 | 23.24 | |
| ViTTP=202026.05 | 40.17 | 16 | 12.67 | 9.67 | |
| ResNetTP=202026.05 | 39.65 | 18.66 | 16.21 | 15.21 | |
| FFNNTP=102026.05 | 38.58 | 18.92 | 17.92 | 16.42 |