Brain-to-image retrieval on THINGS-MEG Intra-subject (test)
70Top-1 AccuracyBI-Cap
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BI-CapSubject=Subject 2, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 70 | 94 | |
| ATSSubject=Subject 2, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 56 | 89 | |
| NeuroBridgeSubject=Subject 2, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 53.7 | 85.3 | |
| BI-CapSubject=Subject 3, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 48.5 | 82 | |
| UBPSubject=Subject 2, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 46 | 80.5 | |
| NeuroBridgeSubject=Subject 3, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 40.4 | 73.2 | |
| BI-CapSubject=Avg, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 40.4 | 69 | |
| HASubject=Subject 2, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 36.8 | 75.2 | |
| ATSSubject=Subject 3, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 36 | 67 | |
| ATSSubject=Avg, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 32.4 | 62.3 | |
| NeuroBridgeSubject=Avg, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 32.2 | 60.8 | |
| UBPSubject=Subject 3, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 27.3 | 59 | |
| UBPSubject=Avg, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 26.7 | 55.2 | |
| HASubject=Subject 3, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 25.6 | 55 | |
| BI-CapSubject=Subject 4, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 24 | 54.5 | |
| HASubject=Avg, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 23.2 | 52.1 | |
| NICE-GASubject=Subject 2, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 21.8 | 56.6 | |
| ATSSubject=Subject 4, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 19.5 | 50 | |
| BI-CapSubject=Subject 1, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 19 | 45.5 | |
| UBPSubject=Subject 4, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 18.5 | 43.5 | |
| NeuroBridgeSubject=Subject 4, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 18.1 | 43.1 | |
| ATSSubject=Subject 1, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 18 | 43 | |
| NICE-GASubject=Subject 3, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 16.5 | 49.7 | |
| NeuroBridgeSubject=Subject 1, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 16.5 | 41.6 | |
| HASubject=Subject 1, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 15.5 | 39.6 | |
| UBPSubject=Subject 1, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 15 | 38 | |
| HASubject=Subject 4, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 14.7 | 38.6 | |
| NICE-GASubject=Avg, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 14.3 | 42.3 | |
| NICE-GASubject=Subject 4, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 10.3 | 32.3 | |
| NICE-GASubject=Subject 1, Protocol=Intra-subject, Zero-shot=true, Retrieval=200-way2026.04 | 8.7 | 30.5 |