Natural Language Processing on Federated Dataset 1 (Personalization) benchmark leaderboard · SOTA2 Research

Natural Language Processing on Federated Dataset 1 (Personalization)

0.805Paraphrasing ScoreFedDPA-T

Evaluation Results

Method	Links
FedDPA-T2024.03		0.805	0.845	0.7279	0.9651	0.735	0.62	0.7793	0.94	0.8022
FedDPA-F2024.03		0.79	0.845	0.7206	0.969	0.72	0.65	0.7386	0.925	0.7948
FedLORA2024.03		0.775	0.84	0.7149	0.9669	0.735	0.65	0.7527	0.92	0.7943
Centralized2024.03		0.77	0.82	0.7258	0.9659	0.705	0.635	0.7759	0.89	0.786
Local-finetuned2024.03		0.745	0.8	0.7371	0.9736	0.75	0.545	0.6855	0.895	0.7664
FedIT2024.03		0.69	0.83	0.7125	0.9632	0.715	0.625	0.7543	0.915	0.775