Preserved revision-stage report. Some manuscript pointers and version labels reflect an earlier writing stage. Use the current study and research record for the final interpretation.
Live progress — not the final experiment report
Only complete three-run conditions show numeric summaries below. Missing conditions and partial averages must not be used to rank models. All settings remain fixed.
date_grouped
| Model | Runs | Unit | Type | ID |
|---|---|---|---|---|
| AVES_FT | 3/3 | 0.626 ± 0.157 | 0.072 ± 0.050 | 0.060 ± 0.026 |
| AVESICIFT | 3/3 | 0.641 ± 0.158 | 0.211 ± 0.069 | 0.073 ± 0.038 |
| Dual16kUTI0 | 3/3 | 0.624 ± 0.004 | 0.708 ± 0.147 | 0.250 ± 0.131 |
| Dual16kUTI1 | 3/3 | 0.612 ± 0.056 | 0.669 ± 0.011 | 0.173 ± 0.142 |
| Dual_U0T0I0 | 3/3 | 0.542 ± 0.090 | 0.469 ± 0.043 | 0.181 ± 0.133 |
| Dual_U0T0I1 | 3/3 | 0.485 ± 0.102 | 0.441 ± 0.056 | 0.159 ± 0.054 |
| Dual_U0T1I0 | 3/3 | 0.551 ± 0.078 | 0.662 ± 0.081 | 0.209 ± 0.091 |
| Dual_U0T1I1 | 3/3 | 0.551 ± 0.113 | 0.679 ± 0.037 | 0.174 ± 0.068 |
| Dual_U1T0I0 | 3/3 | 0.518 ± 0.140 | 0.348 ± 0.039 | 0.245 ± 0.084 |
| Dual_U1T0I1 | 3/3 | 0.511 ± 0.118 | 0.270 ± 0.011 | 0.134 ± 0.039 |
| Dual_U1T1I0 | 3/3 | 0.598 ± 0.078 | 0.692 ± 0.088 | 0.248 ± 0.130 |
| Dual_U1T1I1 | 3/3 | 0.596 ± 0.052 | 0.628 ± 0.074 | 0.223 ± 0.175 |
| DualswapUTI | 3/3 | 0.621 ± 0.070 | 0.471 ± 0.099 | 0.189 ± 0.069 |
| concat_UTI0 | 3/3 | 0.549 ± 0.171 | 0.859 ± 0.014 | 0.275 ± 0.117 |
| concat_UTI1 | 3/3 | 0.527 ± 0.140 | 0.850 ± 0.083 | 0.239 ± 0.043 |
| rhythm_UTI0 | 3/3 | 0.487 ± 0.091 | 0.927 ± 0.047 | 0.352 ± 0.134 |
| rhythm_UTI1 | 3/3 | 0.505 ± 0.113 | 0.919 ± 0.045 | 0.331 ± 0.143 |
| spectral_UTI0 | 3/3 | 0.541 ± 0.130 | 0.062 ± 0.025 | 0.054 ± 0.047 |
| spectral_UTI1 | 3/3 | 0.559 ± 0.093 | 0.063 ± 0.011 | 0.092 ± 0.016 |
random
| Model | Runs | Unit | Type | ID |
|---|---|---|---|---|
| AVES_FT | 3/3 | 0.924 ± 0.007 | 0.243 ± 0.025 | 0.414 ± 0.078 |
| AVESICIFT | 3/3 | 0.913 ± 0.011 | 0.466 ± 0.059 | 0.544 ± 0.017 |
| Dual16kUTI0 | 3/3 | 0.901 ± 0.006 | 0.911 ± 0.057 | 0.631 ± 0.046 |
| Dual16kUTI1 | 3/3 | 0.893 ± 0.008 | 0.727 ± 0.088 | 0.623 ± 0.046 |
| Dual_U0T0I0 | 3/3 | 0.693 ± 0.027 | 0.583 ± 0.042 | 0.624 ± 0.064 |
| Dual_U0T0I1 | 3/3 | 0.674 ± 0.016 | 0.566 ± 0.017 | 0.592 ± 0.061 |
| Dual_U0T1I0 | 3/3 | 0.709 ± 0.027 | 0.770 ± 0.086 | 0.591 ± 0.057 |
| Dual_U0T1I1 | 3/3 | 0.725 ± 0.013 | 0.802 ± 0.046 | 0.600 ± 0.080 |
| Dual_U1T0I0 | 3/3 | 0.861 ± 0.001 | 0.493 ± 0.091 | 0.434 ± 0.067 |
| Dual_U1T0I1 | 3/3 | 0.885 ± 0.019 | 0.348 ± 0.112 | 0.474 ± 0.032 |
| Dual_U1T1I0 | 3/3 | 0.901 ± 0.020 | 0.865 ± 0.115 | 0.597 ± 0.051 |
| Dual_U1T1I1 | 3/3 | 0.907 ± 0.010 | 0.735 ± 0.091 | 0.581 ± 0.012 |
| DualswapUTI | 3/3 | 0.854 ± 0.013 | 0.708 ± 0.073 | 0.657 ± 0.067 |
| concat_UTI0 | 3/3 | 0.876 ± 0.025 | 0.939 ± 0.062 | 0.636 ± 0.015 |
| concat_UTI1 | 3/3 | 0.873 ± 0.010 | 0.927 ± 0.060 | 0.696 ± 0.055 |
| rhythm_UTI0 | 3/3 | 0.581 ± 0.044 | 0.978 ± 0.021 | 0.477 ± 0.037 |
| rhythm_UTI1 | 3/3 | 0.604 ± 0.052 | 0.973 ± 0.013 | 0.454 ± 0.061 |
| spectral_UTI0 | 3/3 | 0.875 ± 0.023 | 0.202 ± 0.021 | 0.358 ± 0.103 |
| spectral_UTI1 | 3/3 | 0.854 ± 0.006 | 0.199 ± 0.037 | 0.444 ± 0.092 |