Unified understanding-and-generation on DPG-Bench
0.07KV Size (GB)HACK++
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HACK++Backbone=OneCAT-3B [33], ηa=30%, ηc=10%, Batch size=12026.06 | 0.07 | 16.55 | 89.76 | 93.73 | 85.75 | 83.23 | |
| HACK++Backbone=VARGPT-v1.1 [32], ηa=30%, ηc=10%, Batch size=12026.06 | 0.12 | 0.87 | 83.86 | 89.83 | 82.15 | 75.6 | |
| HACKBackbone=OneCAT-3B [33], ηa=30%, ηc=30%, Batch size=12026.06 | 0.26 | 18.58 | 89.55 | 93.85 | 85.99 | 83.73 | |
| HACKBackbone=VARGPT-v1.1 [32], ηa=30%, ηc=30%, Batch size=12026.06 | 0.37 | 0.89 | 83.09 | 89.9 | 82.49 | 75.2 | |
| FullBackbone=OneCAT-3B [33], ηa=100%, ηc=100%, Batch size=12026.06 | 0.72 | 40.66 | 89.71 | 93.73 | 85.75 | 83.23 | |
| FullBackbone=VARGPT-v1.1 [32], ηa=100%, ηc=100%, Batch size=12026.06 | 1.23 | 2.09 | 82.78 | 88.86 | 82.43 | 75.28 |