{ "source": "Results presented in the paper", "synthetic": { "validation_pulses": 1000, "sampling": "64-step Euler", "summary": { "copra": { "pulse_mae": 0.46853104860335587, "trace_ssim": 0.9709196563363075 }, "direct_hann": { "pulse_mae": 0.3344596439450979, "trace_ssim": 0.820688996605575 }, "copra_flow": { "pulse_mae": 0.0674247687458992, "trace_ssim": 0.9102954186510317 } } }, "experimental": { "reference": "Paper results: ten experimental traces, mean across paired seeds 11/29/47", "traces": 10, "seeds": [ 11, 29, 47 ], "metrics_rounded_to": 6, "summary": { "copra": { "trace_nrmse": 0.013481, "trace_ssim": 0.910208, "roughness": 0.17912 }, "pnp": { "trace_nrmse": 0.01406, "trace_ssim": 0.925819, "roughness": 0.15954 }, "flow": { "trace_nrmse": 0.014705, "trace_ssim": 0.919202, "roughness": 0.08734 } } } }