Image Retrieval on Historic Map (test)
37.1R@1Combination of Baselines
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Combination of BaselinesBackbone=CLIP2024.01 | 37.1 | 66.5 | 10.9 | |
| Combination of BaselinesBackbone=ImageBind2024.01 | 36.4 | 68 | 9.8 | |
| AdaptFormerBackbone=CLIP2024.01 | 33.3 | 58.4 | 12.3 | |
| CLIPMode=Zero-Shot Transfer2024.01 | 31.3 | 60.4 | 12.1 | |
| CLIPTransfer Mode=Zero-shot2024.01 | 31.3 | 60.4 | 12.1 | |
| AdaptFormerBackbone=ImageBind2024.01 | 30.3 | 62.6 | 13.4 | |
| ImageBindMode=Zero-Shot Transfer2024.01 | 28.1 | 62.1 | 10.1 | |
| ImageBindTransfer Mode=Zero-shot2024.01 | 28.1 | 62.1 | 10.1 | |
| Combination of BaselinesBackbone=AIM2024.01 | 20.3 | 41.2 | 28.8 | |
| Combination of BaselinesBackbone=BLIP2024.01 | 19.3 | 20.5 | 47.2 | |
| Combination of BaselinesBackbone=DINOv22024.01 | 18.2 | 21.9 | 54.1 | |
| AdaptFormerBackbone=AIM2024.01 | 16.4 | 37.8 | 32.5 | |
| AdaptFormerBackbone=BLIP2024.01 | 14.5 | 17.6 | 50.2 | |
| AdaptFormerBackbone=DINOv22024.01 | 13.6 | 16.9 | 58.5 | |
| Combination of BaselinesBackbone=SAM2024.01 | 13.4 | 16.3 | 55.4 | |
| AIMMode=Zero-Shot Transfer2024.01 | 12 | 33 | 37.9 | |
| AIMTransfer Mode=Zero-shot2024.01 | 12 | 33 | 37.9 | |
| AdaptFormerBackbone=SAM2024.01 | 8.6 | 12.8 | 59.3 | |
| BLIPMode=Zero-Shot Transfer2024.01 | 2.2 | 12.5 | 52.1 | |
| BLIPTransfer Mode=Zero-shot2024.01 | 2.2 | 12.5 | 52.1 | |
| DINOv2Mode=Zero-Shot Transfer2024.01 | 1.5 | 7.1 | 83.4 | |
| DINOv2Transfer Mode=Zero-shot2024.01 | 1.5 | 7.1 | 83.4 | |
| SAMMode=Zero-Shot Transfer2024.01 | 0.7 | 3.2 | 97 | |
| SAMTransfer Mode=Zero-shot2024.01 | 0.7 | 3.2 | 97 |