Image Retrieval on Mechanical Drawing (test)
60.7R@1Combination of Baselines
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Combination of BaselinesBackbone=DINOv22024.01 | 60.7 | 83.1 | 12.4 | |
| Combination of BaselinesBackbone=ImageBind2024.01 | 60 | 82.5 | 10.2 | |
| Combination of BaselinesBackbone=AIM2024.01 | 59.4 | 82.9 | 10 | |
| AdaptFormerBackbone=DINOv22024.01 | 56 | 79.1 | 16.5 | |
| AdaptFormerBackbone=AIM2024.01 | 55.2 | 78.3 | 12.7 | |
| AdaptFormerBackbone=ImageBind2024.01 | 54.3 | 76.6 | 13.8 | |
| Combination of BaselinesBackbone=CLIP2024.01 | 42 | 66.9 | 17.5 | |
| AdaptFormerBackbone=CLIP2024.01 | 37.3 | 61.5 | 20.3 | |
| Combination of BaselinesBackbone=BLIP2024.01 | 17.1 | 22.6 | 143.2 | |
| DINOv2Mode=Zero-Shot Transfer2024.01 | 15.9 | 32.2 | 83 | |
| DINOv2Transfer Mode=Zero-shot2024.01 | 15.9 | 32.2 | 83 | |
| AIMMode=Zero-Shot Transfer2024.01 | 14.9 | 31.2 | 72.2 | |
| AIMTransfer Mode=Zero-shot2024.01 | 14.9 | 31.2 | 72.2 | |
| ImageBindMode=Zero-Shot Transfer2024.01 | 13.2 | 26.3 | 83.1 | |
| ImageBindTransfer Mode=Zero-shot2024.01 | 13.2 | 26.3 | 83.1 | |
| AdaptFormerBackbone=BLIP2024.01 | 12.3 | 17.5 | 163 | |
| Combination of BaselinesBackbone=SAM2024.01 | 11.2 | 16 | 178.7 | |
| AdaptFormerBackbone=SAM2024.01 | 7.4 | 10.2 | 221.3 | |
| CLIPMode=Zero-Shot Transfer2024.01 | 3.6 | 10.5 | 210.2 | |
| CLIPTransfer Mode=Zero-shot2024.01 | 3.6 | 10.5 | 210.2 | |
| BLIPMode=Zero-Shot Transfer2024.01 | 2.5 | 7.8 | 209.4 | |
| BLIPTransfer Mode=Zero-shot2024.01 | 2.5 | 7.8 | 209.4 | |
| SAMMode=Zero-Shot Transfer2024.01 | 0.1 | 0.8 | 369.2 | |
| SAMTransfer Mode=Zero-shot2024.01 | 0.1 | 0.8 | 369.2 |