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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