Open-set Image Retrieval on LFW ID CUB200 OOD (test)
46mAP@1LAM (online)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LAM (online)Zero-shot=true2023.02 | 46 | 71 | 69 | 71 | 78 | 50 | |
| DeterministicZero-shot=true2023.02 | 44 | 68 | 65 | — | — | 33 | |
| PFEZero-shot=true2023.02 | 44 | 68 | 65 | 3 | 41 | 49 | |
| LAM (post-hoc)Zero-shot=true2023.02 | 44 | 68 | 65 | 65 | 72 | 45 | |
| MC dropoutZero-shot=true2023.02 | 42 | 65 | 63 | 3 | 41 | 46 | |
| Deep EnsembleZero-shot=true2023.02 | 36 | 57 | 54 | 52 | 64 | — |