Unified understanding-and-generation on GenEval
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 | 100 | 94 | 85 | 93 | 74 | 87 | |
| HACK++Backbone=VARGPT-v1.1 [32], ηa=30%, ηc=10%, Batch size=12026.06 | 0.12 | 0.87 | 96 | 43 | 7 | 76 | 10 | 46 | |
| HACKBackbone=OneCAT-3B [33], ηa=30%, ηc=30%, Batch size=12026.06 | 0.26 | 18.58 | 99 | 94 | 83 | 92 | 72 | 86 | |
| HACKBackbone=VARGPT-v1.1 [32], ηa=30%, ηc=30%, Batch size=12026.06 | 0.37 | 0.89 | 96 | 46 | 8 | 74 | 13 | 45 | |
| FullBackbone=OneCAT-3B [33], ηa=100%, ηc=100%, Batch size=12026.06 | 0.72 | 40.66 | 99 | 94 | 84 | 95 | 76 | 88 | |
| FullBackbone=VARGPT-v1.1 [32], ηa=100%, ηc=100%, Batch size=12026.06 | 1.23 | 2.09 | 94 | 46 | 8 | 76 | 10 | 46 |