Class-conditional Image Generation on ImageNet 2009 (val)
313.2Inception Score (IS)Full-precision
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Full-precisionW/A bits=16/16, Backbone=VAR-d242026.06 | 313.2 | 2.17 | — | |
| Full-precisionW/A bits=16/16, Backbone=VAR-d302026.06 | 303.5 | 1.97 | — | |
| Full-precisionW/A bits=16/16, Backbone=VAR-d202026.06 | 302.9 | 2.73 | — | |
| Full-precisionW/A bits=16/16, Backbone=VAR-d162026.06 | 274.8 | 3.41 | — | |
| Shift-and-Sum Quantization + LiteVARW/A bits=6/6, Backbone=VAR-d242026.06 | 269.9 | 2.38 | 1.97 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=6/6, Backbone=VAR-d302026.06 | 266.8 | 2.66 | 1.85 | |
| Shift-and-Sum QuantizationW/A bits=6/6, Backbone=VAR-d242026.06 | 264.8 | 2.59 | 2.3 | |
| Shift-and-Sum QuantizationW/A bits=6/6, Backbone=VAR-d302026.06 | 262.7 | 2.88 | 2.09 | |
| LiteVARW/A bits=6/6, Backbone=VAR-d242026.06 | 261.8 | 2.76 | 2.43 | |
| BRECQW/A bits=6/6, Backbone=VAR-d242026.06 | 261.4 | 2.73 | 2.44 | |
| LiteVARW/A bits=6/6, Backbone=VAR-d302026.06 | 258.5 | 3.27 | 2.48 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=6/6, Backbone=VAR-d202026.06 | 253.3 | 2.89 | 2.09 | |
| BRECQW/A bits=6/6, Backbone=VAR-d302026.06 | 250.9 | 3.38 | 2.55 | |
| Shift-and-Sum QuantizationW/A bits=6/6, Backbone=VAR-d202026.06 | 249.5 | 3.01 | 2.34 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/6, Backbone=VAR-d242026.06 | 248.1 | 3.32 | 3.01 | |
| LiteVARW/A bits=6/6, Backbone=VAR-d202026.06 | 247.8 | 3.13 | 2.5 | |
| BRECQW/A bits=6/6, Backbone=VAR-d202026.06 | 239.5 | 3.23 | 2.72 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/6, Backbone=VAR-d302026.06 | 235.3 | 4.43 | 3.56 | |
| Shift-and-Sum QuantizationW/A bits=4/6, Backbone=VAR-d242026.06 | 230.7 | 3.96 | 3.9 | |
| Shift-and-Sum QuantizationW/A bits=4/6, Backbone=VAR-d302026.06 | 227.8 | 4.59 | 3.74 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=6/6, Backbone=VAR-d162026.06 | 226.1 | 4.08 | 2.64 | |
| LiteVARW/A bits=4/6, Backbone=VAR-d242026.06 | 225.4 | 4.23 | 4.04 | |
| BRECQW/A bits=4/6, Backbone=VAR-d302026.06 | 221.4 | 5.09 | 4.17 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/6, Backbone=VAR-d202026.06 | 219.2 | 4.46 | 3.98 | |
| LiteVARW/A bits=4/6, Backbone=VAR-d302026.06 | 218.9 | 5.41 | 4.6 | |
| BRECQW/A bits=4/6, Backbone=VAR-d242026.06 | 215.8 | 4.89 | 4.82 | |
| Shift-and-Sum QuantizationW/A bits=6/6, Backbone=VAR-d162026.06 | 213.5 | 4.46 | 3.14 | |
| LiteVARW/A bits=6/6, Backbone=VAR-d162026.06 | 212.1 | 5.17 | 4.05 | |
| LiteVARW/A bits=4/6, Backbone=VAR-d202026.06 | 205.6 | 5.23 | 5.06 | |
| BRECQW/A bits=6/6, Backbone=VAR-d162026.06 | 202.9 | 5.56 | 4.29 | |
| Shift-and-Sum QuantizationW/A bits=4/6, Backbone=VAR-d202026.06 | 202.2 | 5.36 | 5.09 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/6, Backbone=VAR-d162026.06 | 189.3 | 6.62 | 5.28 | |
| BRECQW/A bits=4/6, Backbone=VAR-d202026.06 | 189.1 | 6.74 | 6.62 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/4, Backbone=VAR-d302026.06 | 180.6 | 9.12 | 8.48 | |
| Shift-and-Sum QuantizationW/A bits=4/4, Backbone=VAR-d302026.06 | 177.5 | 9.26 | 8.68 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/4, Backbone=VAR-d242026.06 | 172.7 | 8.85 | 8.24 | |
| Shift-and-Sum QuantizationW/A bits=4/6, Backbone=VAR-d162026.06 | 162.1 | 9.2 | 8.44 | |
| LiteVARW/A bits=4/6, Backbone=VAR-d162026.06 | 158.1 | 9.93 | 9.09 | |
| LiteVARW/A bits=4/4, Backbone=VAR-d302026.06 | 149.3 | 12.25 | 11.11 | |
| Shift-and-Sum QuantizationW/A bits=4/4, Backbone=VAR-d242026.06 | 148 | 12.04 | 11.71 | |
| BRECQW/A bits=4/6, Backbone=VAR-d162026.06 | 145.6 | 11.16 | 10.57 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/4, Backbone=VAR-d202026.06 | 145.4 | 12.43 | 12.03 | |
| LiteVARW/A bits=4/4, Backbone=VAR-d242026.06 | 128.6 | 15.75 | 16.81 | |
| BRECQW/A bits=4/4, Backbone=VAR-d302026.06 | 125.3 | 15.71 | 14.66 | |
| BRECQW/A bits=4/4, Backbone=VAR-d242026.06 | 119 | 16.89 | 17.07 | |
| Shift-and-Sum QuantizationW/A bits=4/4, Backbone=VAR-d202026.06 | 116.8 | 17.74 | 17.28 | |
| Shift-and-Sum Quantization + LiteVARW/A bits=4/4, Backbone=VAR-d162026.06 | 110.9 | 18.92 | 18.32 | |
| LiteVARW/A bits=4/4, Backbone=VAR-d202026.06 | 100.7 | 21.71 | 21.1 | |
| BRECQW/A bits=4/4, Backbone=VAR-d202026.06 | 94.1 | 23.03 | 22.42 | |
| Shift-and-Sum QuantizationW/A bits=4/4, Backbone=VAR-d162026.06 | 90.7 | 24.57 | 24.35 | |
| BRECQW/A bits=4/4, Backbone=VAR-d162026.06 | 67.6 | 33.03 | 32.82 | |
| LiteVARW/A bits=4/4, Backbone=VAR-d162026.06 | 66.9 | 35.87 | 36.67 |