PolyBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Design & Synthesis | PolyBench (test) | Similarity Score82 | 19 | |
| Advanced Property Reasoning | PolyBench (test) | RgL0.39 | 19 | |
| Property Comparison & Ranking | PolyBench (test) | MCQ Accuracy77 | 19 | |
| Property Prediction | PolyBench (test) | r0.98 | 19 | |
| Polymer Concepts | PolyBench 1.0 (test) | RgL Score0.33 | 19 | |
| Structural Understanding | PolyBench 1.0 (test) | EM87 | 19 | |
| Market Trading Prediction | PolyBench | Accuracy80.9 | 14 | |
| QoR Prediction (LUT) | PolyBench C (test) | MAPE5.12 | 12 | |
| QoR Prediction (FF) | PolyBench C (test) | MAPE7.34 | 12 | |
| QoR Prediction (DSP) | PolyBench C (test) | MAPE3.31 | 12 | |
| QoR Prediction (CP) | PolyBench C (test) | MAPE1.06 | 8 |
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