Text Classification on AG-News (VRAM and Communication Overhead)
47.31VRAM UsageZorBA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZorBAModel=OPT-125M2026.02 | 47.31 | 1.24 | |
| FedZOModel=OPT-125M2026.02 | 95.37 | 1.94 | |
| DeComFLModel=OPT-125M2026.02 | 95.37 | 1.36 | |
| FedITModel=OPT-125M2026.02 | 118.67 | 6.13 | |
| ZorBAModel=OPT-1.3B2026.02 | 538.04 | 7.93 | |
| FedZOModel=OPT-1.3B2026.02 | 1,189.03 | 1.03 | |
| DeComFLModel=OPT-1.3B2026.02 | 1,189.03 | 9.18 | |
| FedITModel=OPT-1.3B2026.02 | 1,431.17 | 2.99 |