Image Classification on Circuit Diagram (test)
24.1Top-1 AccuracyCombination of Baselines
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Combination of BaselinesBackbone=ImageBind2024.01 | 24.1 | 49.3 | |
| Combination of BaselinesBackbone=SAM2024.01 | 22.4 | 47.8 | |
| Combination of BaselinesBackbone=DINOv22024.01 | 20.3 | 45.8 | |
| Combination of BaselinesBackbone=AIM2024.01 | 20.1 | 45.7 | |
| AdaptFormerBackbone=ImageBind2024.01 | 19.8 | 45.5 | |
| Combination of BaselinesBackbone=CLIP2024.01 | 19.4 | 45.3 | |
| ImageBindMode=Zero-Shot Transfer2024.01 | 19.3 | 45.1 | |
| ImageBindTransfer Mode=Zero-shot2024.01 | 19.3 | 45.1 | |
| AdaptFormerBackbone=SAM2024.01 | 18 | 44.6 | |
| AdaptFormerBackbone=AIM2024.01 | 16.3 | 41.8 | |
| AdaptFormerBackbone=DINOv22024.01 | 15.8 | 40.3 | |
| Combination of BaselinesBackbone=BLIP2024.01 | 14.1 | 36.7 | |
| AdaptFormerBackbone=CLIP2024.01 | 14 | 40.1 | |
| AdaptFormerBackbone=BLIP2024.01 | 9.3 | 30 | |
| BLIPMode=Zero-Shot Transfer2024.01 | 8.7 | 28.2 | |
| BLIPTransfer Mode=Zero-shot2024.01 | 8.7 | 28.2 | |
| CLIPMode=Zero-Shot Transfer2024.01 | 7.7 | 28.5 | |
| CLIPTransfer Mode=Zero-shot2024.01 | 7.7 | 28.5 |