Regression on RSS
8.262MSEFP
Evaluation Results
| Method | Links | |
|---|---|---|
| FPBackbone=TabFormer2026.05 | 8.262 | |
| FPPrecision=Full Precision2026.05 | 8.262 | |
| NMP-QATQuantization=Adaptive Neuron-level Mixed Precision2026.05 | 8.606 | |
| QATBit-width=16-bit2026.05 | 8.643 | |
| QATBit-width=8-bit2026.05 | 8.746 | |
| OWQQuantization=Outlier-Aware2026.05 | 9.225 | |
| QATBit-width=4-bit2026.05 | 9.374 | |
| QATBit-width=1.58-bit2026.05 | 12.834 | |
| QATBit-width=1-bit2026.05 | 15.847 | |
| Full PrecisionPrecision=Full Precision2026.05 | 17.62 | |
| PPSOQuantization=Mixed Precision2026.05 | 18.847 | |
| NMP-QAT2026.05 | 33.675 | |
| QATBit-width=1.58-bit2026.05 | 34.979 | |
| PPSO2026.05 | 35.52 | |
| QATBit-width=1-bit2026.05 | 36.675 | |
| OWQ2026.05 | 55.234 | |
| NMP-QATBackbone=TabFormer2026.05 | 167.65 | |
| QATBit-width=8-bit2026.05 | 230.947 | |
| QATBit-width=4-bit2026.05 | 230.981 | |
| QATBit-width=1-bit2026.05 | 4,335 | |
| QATBit-width=1.58-bit2026.05 | 4,335 | |
| PPSOBackbone=TabFormer2026.05 | 4,335 | |
| OWQBackbone=TabFormer2026.05 | 9,178.6 | |
| QATBit-width=4-bit2026.05 | 9,442 | |
| QATBit-width=8-bit2026.05 | 9,442 | |
| QATBit-width=16-bit2026.05 | 9,442 |