Brain-to-image retrieval on THINGS-EEG2 Intra-subject v1 (test)
77.5Top-1 AccuracyBI-Cap
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BI-CapSubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 77.5 | 98.5 | |
| BI-CapSubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 77 | 97 | |
| BI-CapSubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 76.5 | 96.5 | |
| BI-CapSubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 76.5 | 98.5 | |
| BI-CapSubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 74.5 | 97.5 | |
| NeuroBridgeSubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 73.6 | 97.1 | |
| BI-CapSubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 72.5 | 97 | |
| BI-CapSubject=Average, Evaluation Protocol=Intra-subject2026.04 | 72.4 | 95.2 | |
| NeuroBridgeSubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 71.2 | 95.1 | |
| NeuroBridgeSubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 69.7 | 92.9 | |
| BI-CapSubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 69.5 | 93.5 | |
| BI-CapSubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 69 | 92 | |
| ATSSubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 68 | 90.5 | |
| ATSSubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 67.5 | 89 | |
| ATSSubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 66.5 | 91 | |
| BI-CapSubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 65.5 | 94 | |
| BI-CapSubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 65 | 87.5 | |
| NeuroBridgeSubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 64 | 91 | |
| NeuroBridgeSubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 63.2 | 90.6 | |
| NeuroBridgeSubject=Average, Evaluation Protocol=Intra-subject2026.04 | 63.2 | 89.9 | |
| NeuroBridgeSubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 62.7 | 88.8 | |
| ATSSubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 62 | 87.5 | |
| NeuroBridgeSubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 61.6 | 91.1 | |
| UBPSubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 61.5 | 88.2 | |
| ATSSubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 61.5 | 89 | |
| NeuroBridgeSubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 61.4 | 90 | |
| ATSSubject=Average, Evaluation Protocol=Intra-subject2026.04 | 60.2 | 86.7 | |
| UBPSubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 58.6 | 85.8 | |
| ATSSubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 58.5 | 86 | |
| UBPSubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 57.5 | 83.5 | |
| ATSSubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 57 | 86.5 | |
| ATSSubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 55 | 84 | |
| NeuroBridgeSubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 54.8 | 85 | |
| ATSSubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 53 | 79 | |
| ATSSubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 53 | 84 | |
| UBPSubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 51.2 | 80.9 | |
| UBPSubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 51.2 | 82 | |
| UBPSubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 51.1 | 76.9 | |
| UBPSubject=Average, Evaluation Protocol=Intra-subject2026.04 | 50.9 | 79.7 | |
| NeuroBridgeSubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 50 | 77.6 | |
| UBPSubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 49 | 79.9 | |
| UBPSubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 45.1 | 76.2 | |
| UBPSubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 42.2 | 72.8 | |
| UBPSubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 41.2 | 70.5 | |
| ATM-SSubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 38.8 | 72 | |
| ATM-SSubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 34.4 | 51.5 | |
| ATM-SSubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 31.4 | 60.9 | |
| ATM-SSubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 30.5 | 61.5 | |
| ATM-SSubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 29.1 | 63.5 | |
| ATM-SSubject=Average, Evaluation Protocol=Intra-subject2026.04 | 28.5 | 60.4 | |
| ATM-SSubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 25.6 | 60.4 | |
| ATM-SSubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 25 | 62.4 | |
| ATM-SSubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 22 | 54.5 | |
| ATM-SSubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 21.3 | 51.1 | |
| NICE-GASubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 20.3 | 52.1 | |
| NICE-GASubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 19.6 | 46.7 | |
| NICE-GASubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 17.6 | 48.9 | |
| NICE-GASubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 16.4 | 44.4 | |
| NICE-GASubject=Average, Evaluation Protocol=Intra-subject2026.04 | 15.6 | 42.8 | |
| NICE-GASubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 15.2 | 40.1 | |
| NICE-GASubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 14.9 | 43.1 | |
| NICE-GASubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 14.7 | 42.7 | |
| NICE-GASubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 14.1 | 39.7 | |
| NICE-GASubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 13.9 | 40.1 | |
| ATM-SSubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 12.9 | 43 | |
| NICE-GASubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 9 | 29.7 | |
| BraVLSubject=Subject 8, Evaluation Protocol=Intra-subject2026.04 | 8.8 | 23.7 | |
| BraVLSubject=Subject 10, Evaluation Protocol=Intra-subject2026.04 | 7 | 19.7 | |
| BraVLSubject=Subject 7, Evaluation Protocol=Intra-subject2026.04 | 6.5 | 20.4 | |
| BraVLSubject=Subject 1, Evaluation Protocol=Intra-subject2026.04 | 6.1 | 17.9 | |
| BraVLSubject=Subject 6, Evaluation Protocol=Intra-subject2026.04 | 6 | 18.2 | |
| BraVLSubject=Average, Evaluation Protocol=Intra-subject2026.04 | 5.8 | 17.5 | |
| BraVLSubject=Subject 3, Evaluation Protocol=Intra-subject2026.04 | 5.6 | 17.4 | |
| BraVLSubject=Subject 4, Evaluation Protocol=Intra-subject2026.04 | 5 | 15.1 | |
| BraVLSubject=Subject 2, Evaluation Protocol=Intra-subject2026.04 | 4.9 | 14.9 | |
| BraVLSubject=Subject 9, Evaluation Protocol=Intra-subject2026.04 | 4.3 | 14 | |
| BraVLSubject=Subject 5, Evaluation Protocol=Intra-subject2026.04 | 4 | 13.4 |