Retrieval on THINGS-EEG (test)
75.7Top-1 AccHierarchical Visual Fusion framework
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Hierarchical Visual Fusion frameworkEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 75.7 | 94.6 | |
| UBPEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 50.9 | 79.7 | |
| VE-SDNEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 37.2 | 69.9 | |
| CC-AllEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 35.6 | 80.2 | |
| MB2CEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 28.5 | 60.4 | |
| ATMEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 28.5 | 60.4 | |
| Hierarchical Visual Fusion frameworkEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 20 | 44.1 | |
| NICEEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 16.1 | 43.6 | |
| NICE-GAEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 15.6 | 42.8 | |
| NICE-SAEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 14.7 | 41.7 | |
| UBPEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 12.4 | 33.4 | |
| MB2CEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 11.9 | 32 | |
| ATMEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 11.8 | 33.7 | |
| NICE-SAEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 7 | 23.1 | |
| NICEEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 6.2 | 21.4 | |
| NICE-GAEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 5.9 | 21.6 | |
| BraVLEvaluation setting=Intra-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 5.8 | 17.5 | |
| BraVLEvaluation setting=Inter-subject, Zero-shot=true, Retrieval ways=200-way2026.02 | 1.8 | 7 |