In-distribution Retrieval on ImageNet 1K
42.6LP@1LoRA+InfoNCE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LoRA+InfoNCEK=1, nprobe=12026.05 | 42.6 | 82.2 | |
| SRLK=1, nprobe=12026.05 | 42.1 | 68.7 | |
| EGAK=1, nprobe=12026.05 | 40.7 | 81.7 | |
| IConK=1, nprobe=12026.05 | 38.6 | 81.7 | |
| LoRA+TripletK=1, nprobe=12026.05 | 35.9 | 87 | |
| CLIP (frozen)K=1, nprobe=12026.05 | 32.1 | 80.3 |