Circuit-to-Text Retrieval on Analog Circuit Pairs N=1,000 (test)
72.4Recall@1AnalogRetriever
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnalogRetrieverEncoder=RGCN, Optimization=Curriculum learning2026.04 | 72.4 | 96.7 | 98.3 | |
| TIC (RGCN)Variants=tri-modal, Encoder=port-aware RGCN2026.04 | 67.3 | 96.4 | 99 | |
| TIC (GCN)Variants=tri-modal, Encoder=GCN2026.04 | 65.5 | 95.7 | 98.9 | |
| CROP2026.04 | 9.4 | 24.7 | 33 | |
| ChatLS2026.04 | 7.2 | 20.4 | 31.3 | |
| CLIP2026.04 | 3.2 | 11.2 | 17.4 | |
| NetTAG2026.04 | 0.4 | 3.4 | 7.1 |