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ainewtrend07
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Agreegate

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train · 10 rows

Model_name stringclasses 10 values	accuracy_Normal float64 89.1 90.6	accuracy_Adam8bit float64 89.2 90.6	accuracy_Hybrid float64 88.3 90	f1_macro_Normal float64 88.6 90.1	f1_macro_Adam8bit float64 88.7 90.1	f1_macro_Hybrid float64 87.7 89.6	f1_weighted_Normal float64 89.1 90.6	f1_weighted_Adam8bit float64 89.2 90.6	f1_weighted_Hybrid float64 88.3 90	precision_Normal float64 88.7 90.2	precision_Adam8bit float64 88.8 90.2	precision_Hybrid float64 87.7 89.7	recall_Normal float64 88.6 90	recall_Adam8bit float64 88.7 90.1	recall_Hybrid float64 87.7 89.5	accuracy_Adam8bit_pct float64 -0.32 0.21	accuracy_Hybrid_pct float64 -1.57 0.52	f1_macro_Adam8bit_pct float64 -0.24 0.18	f1_macro_Hybrid_pct float64 -1.94 0.53	f1_weighted_Adam8bit_pct float64 -0.33 0.2	f1_weighted_Hybrid_pct float64 -1.58 0.51	precision_Adam8bit_pct float64 -0.26 0.14	precision_Hybrid_pct float64 -1.59 0.52	recall_Adam8bit_pct float64 -0.23 0.26	recall_Hybrid_pct float64 -2.23 0.53
FacebookAI/roberta-large	89.867215	89.803984	89.89883	89.439376	89.41593	89.534963	89.887133	89.82861	89.911048	89.593491	89.495909	89.576317	89.319612	89.358012	89.508516	-0.070361	0.03518	-0.026214	0.106874	-0.065108	0.026606	-0.108916	-0.019169	0.042992	0.211491
google-bert/bert-large-uncased	89.51154	89.630098	88.721151	89.107558	89.235129	88.122461	89.535911	89.657896	88.749407	89.307325	89.395243	88.242394	88.950958	89.118045	88.043566	0.13245	-0.883002	0.143165	-1.105514	0.136242	-0.878422	0.098444	-1.192435	0.187842	-1.020103
FacebookAI/xlm-roberta-large	89.527347	89.717041	89.993677	89.152118	89.312413	89.627318	89.552841	89.73277	90.011673	89.281707	89.367168	89.749364	89.05898	89.288002	89.535268	0.211883	0.520879	0.1798	0.533022	0.200919	0.512358	0.09572	0.5238	0.257158	0.534801
answerdotai/ModernBERT-large	90.554853	90.262409	89.574771	90.079695	89.864299	88.993892	90.567666	90.268902	89.587722	90.167326	89.933532	89.168306	90.021411	89.814668	88.847172	-0.322947	-1.082308	-0.239117	-1.20538	-0.32988	-1.082003	-0.25929	-1.107962	-0.22966	-1.3044
facebook/opt-125m	89.068922	89.18748	88.318052	88.646197	88.746984	87.702751	89.079324	89.199524	88.341254	88.737154	88.841612	87.74554	88.576693	88.675315	87.682287	0.133109	-0.843021	0.113695	-1.064282	0.134935	-0.828554	0.117717	-1.117473	0.111341	-1.009753
facebook/opt-350m	89.416693	89.392981	89.037306	89.003914	88.925712	88.618297	89.433992	89.414314	89.044621	89.232121	89.07922	88.733269	88.823787	88.824808	88.516525	-0.026518	-0.424291	-0.087864	-0.433259	-0.022002	-0.435372	-0.171352	-0.55905	0.001149	-0.345924
Qwen/Qwen3-Reranker-0.6B	89.606386	89.574771	88.966171	89.143445	89.152408	88.356148	89.623576	89.598125	88.985935	89.274472	89.338747	88.46872	89.038177	89.004346	88.281362	-0.035283	-0.714475	0.010055	-0.88318	-0.028398	-0.711465	0.071997	-0.902556	-0.037995	-0.849989
google-t5/t5-large	90.460006	90.61018	89.037306	90.020881	90.134804	88.276916	90.476532	90.631885	89.050665	90.036859	90.165684	88.603012	90.037175	90.129658	88.031521	0.166011	-1.572739	0.126551	-1.93729	0.171706	-1.575952	0.14308	-1.592512	0.102716	-2.227585
facebook/bart-large	90.309832	90.143851	89.693329	89.87335	89.705048	89.205372	90.323859	90.16496	89.704545	89.938645	89.754821	89.288181	89.826938	89.678928	89.150289	-0.183791	-0.682654	-0.187265	-0.743243	-0.175922	-0.685659	-0.204389	-0.723231	-0.164772	-0.75328
RUCAIBox/mvp	90.238697	90.22289	89.685425	89.839817	89.841984	89.191071	90.253739	90.240965	89.700643	89.924746	89.968171	89.293141	89.774254	89.746045	89.107709	-0.017518	-0.613121	0.002412	-0.722114	-0.014154	-0.612823	0.04829	-0.702371	-0.031422	-0.742467

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