Autoregressive Image Generation on MS-COCO 2017
1.76Wall-clock Latency SpeedupVVS-U
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VVS-UModel=Llamagen-XL Stage II, i=2, δ=0.12025.11 | 1.76 | 2.86 | 47.19 | 28.86 | 48.56 | 45.88 | 21.72 | |
| VVS-UModel=Llamagen-XL Stage I, i=4, δ=0.22025.11 | 1.63 | 2.24 | 24.96 | 32.1 | 54.16 | 64.86 | 22.41 | |
| LANTERNModel=Llamagen-XL Stage I, δ=0.32025.11 | 1.45 | 2.1 | 24.97 | 32.23 | 54.94 | 64.38 | 22.93 | |
| LANTERNModel=Llamagen-XL Stage II, δ=0.22025.11 | 1.26 | 1.83 | 50.23 | 29.1 | 44.58 | 53.6 | 23.14 | |
| Vanilla ARModel=Llamagen-XL Stage I2025.11 | 1 | 1 | 24.88 | 32.2 | 50.84 | 66.84 | 23.5 | |
| Vanilla ARModel=Llamagen-XL Stage II2025.11 | 1 | 1 | 48.23 | 29.39 | 40.28 | 57.84 | 23.86 | |
| EAGLE-2Model=Llamagen-XL Stage II2025.11 | 0.92 | 1.22 | 47.8 | 29.37 | 40.4 | 55.94 | 23.85 | |
| EAGLE-2Model=Llamagen-XL Stage I2025.11 | 0.87 | 1.22 | 25.28 | 32.2 | 50.94 | 66.9 | 23.53 |