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 5.34M 101M | r int64 4 4 | Memory Allocation stringclasses 10
values | accuracy float64 88.6 90.6 | f1_macro float64 88 90.1 | f1_weighted float64 88.6 90.6 | precision float64 88.1 90.1 | recall float64 87.9 90.2 |
|---|---|---|---|---|---|---|---|---|---|---|---|
FacebookAI/roberta-large | 50,775 | 12,652 | [
"dense",
"out_proj"
] | 19,211,344 | 4 | 3693.8 | 89.835599 | 89.387102 | 89.856777 | 89.365528 | 89.439341 |
FacebookAI/xlm-roberta-large | 50,775 | 12,652 | [
"key",
"query",
"value"
] | 18,948,096 | 4 | 5216.77 | 90.0411 | 89.49602 | 90.062808 | 89.519724 | 89.496259 |
Qwen/Qwen3-Reranker-0.6B | 50,775 | 12,652 | [
"k_proj",
"q_proj",
"v_proj"
] | 22,106,112 | 4 | 4235.22 | 88.570977 | 87.963723 | 88.595979 | 88.070927 | 87.900654 |
RUCAIBox/mvp | 50,775 | 12,652 | [
"dense",
"fc1",
"fc2",
"out_proj"
] | 22,369,360 | 4 | 4242.06 | 90.349352 | 89.937489 | 90.370192 | 89.987026 | 89.910198 |
answerdotai/ModernBERT-large | 50,775 | 12,652 | [
"Wi",
"Wo",
"classifier",
"dense"
] | 22,369,360 | 4 | 2348.56 | 89.448309 | 88.815553 | 89.460122 | 89.055631 | 88.626893 |
facebook/bart-large | 50,775 | 12,652 | [
"dense",
"fc1",
"fc2",
"out_proj"
] | 22,369,360 | 4 | 4270.12 | 90.088524 | 89.635124 | 90.115604 | 89.65911 | 89.641987 |
facebook/opt-125m | 50,775 | 12,652 | [
"fc1",
"fc2",
"out_proj",
"score"
] | 5,336,144 | 4 | 1742.31 | 88.815997 | 88.298882 | 88.831483 | 88.44207 | 88.198333 |
facebook/opt-350m | 50,775 | 12,652 | [
"fc1",
"fc2",
"out_proj",
"project_in",
"project_out",
"score"
] | 19,080,272 | 4 | 3481.2 | 89.353462 | 88.886086 | 89.363098 | 89.106987 | 88.703779 |
google-bert/bert-large-uncased | 50,775 | 12,652 | [
"classifier",
"dense"
] | 19,211,344 | 4 | 3534.4 | 89.250711 | 88.754686 | 89.274981 | 88.763534 | 88.781045 |
google-t5/t5-large | 50,775 | 12,652 | [
"wo",
"out_proj",
"dense",
"q",
"k",
"o",
"v",
"wi"
] | 101,319,760 | 4 | 9257.53 | 90.625988 | 90.149086 | 90.645453 | 90.142504 | 90.173694 |
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