Zero-shot Classification on THINGS-EEG2 Inter-subject (test)
12.4Subject 1 Top-1 AccVE-SDN
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VE-SDNClassification Type=200-way zero-shot2024.08 | 12.4 | 33.3 | 17.9 | 42.3 | 8 | 31.6 | 14.6 | 41.9 | 12.3 | 36.1 | 13.4 | 33.5 | 9.8 | 29.9 | 13.1 | 38.5 | 15.4 | 42.4 | 20 | 45.9 | 13.7 | 37.5 | |
| ATM-SClassification Type=200-way zero-shot2024.08 | 10.5 | 26.8 | 7.1 | 24.8 | 11.9 | 33.8 | 14.7 | 39.4 | 7 | 23.9 | 11.1 | 35.8 | 16.1 | 43.5 | 15 | 40.3 | 4.9 | 22.7 | 20.5 | 46.5 | 11.8 | 33.7 | |
| NICEClassification Type=200-way zero-shot2024.08 | 7.6 | 22.8 | 5.9 | 20.5 | 6 | 22.3 | 6.3 | 20.7 | 4.4 | 18.3 | 5.6 | 22.2 | 5.6 | 19.7 | 6.3 | 22 | 5.7 | 17.6 | 8.4 | 28.3 | 6.2 | 21.4 | |
| NICE-SAClassification Type=200-way zero-shot2024.08 | 7 | 22.6 | 6.6 | 23.2 | 7.5 | 23.7 | 5.4 | 21.4 | 6.4 | 22.2 | 7.5 | 22.5 | 3.8 | 19.1 | 8.5 | 24.4 | 7.4 | 22.3 | 9.8 | 29.6 | 7 | 23.1 | |
| NICE-GAClassification Type=200-way zero-shot2024.08 | 5.9 | 21.4 | 6.4 | 22.7 | 5.5 | 20.1 | 6.1 | 21 | 4.7 | 19.5 | 6.2 | 22.5 | 5.9 | 19.1 | 7.3 | 25.3 | 4.8 | 18.3 | 6.2 | 26.3 | 5.9 | 21.6 | |
| BraVLClassification Type=200-way zero-shot2024.08 | 2.3 | 8 | 1.5 | 6.3 | 1.4 | 5.9 | 1.7 | 6.7 | 1.5 | 5.6 | 1.8 | 7.2 | 2.1 | 8.1 | 2.2 | 7.6 | 1.6 | 6.4 | 2.3 | 8.5 | 1.8 | 7 |