Image-to-Circuit Retrieval on Analog Circuit Pairs N=1,000 (test)
74.7Recall@1AnalogRetriever
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnalogRetrieverEncoder=RGCN, Optimization=Curriculum learning2026.04 | 74.7 | 95.5 | 98.1 | |
| TIC (RGCN)Variants=tri-modal, Encoder=port-aware RGCN2026.04 | 65.2 | 92.5 | 96.8 | |
| TIC (GCN)Variants=tri-modal, Encoder=GCN2026.04 | 62.9 | 92.2 | 95.7 | |
| CROP2026.04 | 2.3 | 8.4 | 15 | |
| CLIP2026.04 | 1.2 | 4.6 | 8.9 | |
| ChatLS2026.04 | 0.9 | 5.9 | 11.3 | |
| NetTAG2026.04 | 0.2 | 2.5 | 4.5 |