Circuit-to-Image Retrieval on Analog Circuit Pairs N=1,000 (test)
72Recall@1AnalogRetriever
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnalogRetrieverEncoder=RGCN, Optimization=Curriculum learning2026.04 | 72 | 94.8 | 97.9 | |
| TIC (RGCN)Variants=tri-modal, Encoder=port-aware RGCN2026.04 | 61.9 | 92.9 | 96.7 | |
| TIC (GCN)Variants=tri-modal, Encoder=GCN2026.04 | 60.9 | 91.6 | 95.6 | |
| CLIP2026.04 | 2.9 | 10.1 | 15.7 | |
| CROP2026.04 | 2.4 | 8.5 | 14.2 | |
| ChatLS2026.04 | 1.6 | 6.6 | 10 | |
| NetTAG2026.04 | 0.1 | 1.4 | 4.1 |