Image Retrieval on THINGS-MEG (Average)
32.3Top-1 AccuracyATS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATSZero-shot protocol=true2026.03 | 32.3 | 62.4 | |
| CogCapPro(F)Input Modality=Multi-modal Fusion, Zero-shot protocol=true2026.03 | 31.8 | 64.6 | |
| CogCapPro(I)Input Modality=Image, Zero-shot protocol=true2026.03 | 30.3 | 60.4 | |
| UBPZero-shot protocol=true2026.03 | 26.7 | 55.2 | |
| CogCapPro(E)Input Modality=Edge, Zero-shot protocol=true2026.03 | 15.8 | 38.7 | |
| NICE-GZero-shot protocol=true2026.03 | 14.3 | 42.3 | |
| NICEZero-shot protocol=true2026.03 | 12.8 | 36 | |
| NICE-SZero-shot protocol=true2026.03 | 12.7 | 35 | |
| CogCapPro(T)Input Modality=Text, Zero-shot protocol=true2026.03 | 9.7 | 28.3 | |
| CogCapPro(D)Input Modality=Depth, Zero-shot protocol=true2026.03 | 9.7 | 26.3 |