Model_name stringclasses 10
values | Train_size int64 50.8k 50.8k | Test_size int64 12.7k 12.7k | lora listlengths 2 8 | Trainable_parameters int64 3.59M 34.3M | r int64 12 12 | Memory Allocation stringclasses 10
values | Training Time stringclasses 10
values | accuracy float64 89 90.8 | f1_macro float64 88.5 90.3 | f1_weighted float64 89 90.8 | precision float64 88.7 90.3 | recall float64 88.5 90.2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
FacebookAI/roberta-large | 50,775 | 12,652 | [
"out_proj",
"value",
"dense",
"key",
"query"
] | 12,918,970 | 12 | 1236.64 | 1559.21 | 90.246601 | 89.802879 | 90.260977 | 89.93768 | 89.700889 |
FacebookAI/xlm-roberta-large | 50,775 | 12,652 | [
"dense",
"out_proj"
] | 6,504,058 | 12 | 844.92 | 985.25 | 89.977869 | 89.593698 | 89.995384 | 89.727738 | 89.497052 |
Qwen/Qwen3-Reranker-0.6B | 50,775 | 12,652 | [
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 9,978,802 | 12 | 1744.48 | 1901.83 | 90.0411 | 89.583316 | 90.054603 | 89.763457 | 89.43125 |
RUCAIBox/mvp | 50,775 | 12,652 | [
"fc2",
"q_proj",
"out_proj",
"fc1",
"dense",
"v_proj",
"k_proj"
] | 17,195,578 | 12 | 1812.99 | 2335.75 | 90.460006 | 90.053034 | 90.474028 | 90.179157 | 89.952785 |
answerdotai/ModernBERT-large | 50,775 | 12,652 | [
"Wi",
"Wo",
"classifier",
"dense"
] | 7,573,210 | 12 | 1216.91 | 1257.05 | 90.460006 | 90.070314 | 90.474233 | 90.214053 | 89.94897 |
facebook/bart-large | 50,775 | 12,652 | [
"fc2",
"q_proj",
"out_proj",
"fc1",
"dense",
"v_proj",
"k_proj"
] | 17,195,578 | 12 | 1730.76 | 2232.1 | 90.436295 | 90.019956 | 90.450537 | 90.173706 | 89.895379 |
facebook/opt-125m | 50,775 | 12,652 | [
"fc2",
"q_proj",
"out_proj",
"fc1",
"v_proj",
"k_proj",
"score"
] | 3,594,290 | 12 | 441.58 | 829.68 | 89.029402 | 88.547062 | 89.039785 | 88.658871 | 88.453779 |
facebook/opt-350m | 50,775 | 12,652 | [
"fc1",
"fc2",
"out_proj",
"project_in",
"project_out",
"score"
] | 6,460,026 | 12 | 927.41 | 1016.09 | 89.464116 | 89.023809 | 89.476387 | 89.192131 | 88.899953 |
google-bert/bert-large-uncased | 50,775 | 12,652 | [
"classifier",
"dense"
] | 6,504,058 | 12 | 857.3 | 1002.37 | 89.61429 | 89.180331 | 89.623731 | 89.245118 | 89.128224 |
google-t5/t5-large | 50,775 | 12,652 | [
"wo",
"out_proj",
"q",
"wi",
"dense",
"k",
"v",
"o"
] | 34,302,010 | 12 | 3631.35 | 4898.05 | 90.768258 | 90.266154 | 90.787784 | 90.340215 | 90.213506 |
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