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ResearchFormerly WizWand

Binary Classification on Private Dataset

100AccuracyViT
31.661649.403367.14584.8867Aug 3, 2025
Updated 3mo ago

Evaluation results

MethodLinks
ViTImage=true, Factor=false, Cause=No2025.08100100100
ConViTImage=true, Factor=false, Cause=No2025.08100100100
GlaBoostImage=false, Factor=true, Cause=Yes2025.0899.2198.8999.1
TransformerImage=false, Factor=true, Cause=Yes2025.0898.9698.1198.53
GlaBoostImage=true, Factor=true, Cause=Yes2025.0898.9699.0398.91
CNNImage=true, Factor=false, Cause=No2025.0898.8298.2498.52
BERTImage=false, Factor=true, Cause=Yes2025.0898.7298.0298.37
MambaImage=false, Factor=true, Cause=Yes2025.0898.6897.5798.12
GlaBoostImage=true, Factor=false, Cause=No2025.0898.3798.5298.41
XGBoostImage=false, Factor=true, Cause=Yes2025.0897.8398.3398.08
GRUImage=false, Factor=true, Cause=Yes2025.0897.7697.7897.77
RoBERTaImage=false, Factor=true, Cause=Yes2025.0897.5999.3298.45
Bi-RNNImage=false, Factor=true, Cause=Yes2025.0897.5897.0497.31
CNN-BERTImage=true, Factor=true, Cause=Yes2025.0897.4396.4996.96
ConViT-MambaImage=true, Factor=true, Cause=Yes2025.0897.4196.8897.14
ViT-MambaImage=true, Factor=true, Cause=Yes2025.0897.3895.6496.5
CNN-TransformerImage=true, Factor=true, Cause=Yes2025.0897.1595.1196.12
ConViT-TransformerImage=true, Factor=true, Cause=Yes2025.0896.9496.6796.8
ViT-TransformerImage=true, Factor=true, Cause=Yes2025.0896.9196.7196.81
Bi-LSTMImage=false, Factor=true, Cause=Yes2025.0896.7396.7996.76
LSTMImage=false, Factor=true, Cause=Yes2025.0896.6598.2797.45
GPT-4OImage=true, Factor=true, Cause=Yes2025.0896.3496.5796.43
LlaMA-3.1-70BImage=true, Factor=false, Cause=Yes2025.0895.8995.1495.32
GPT-O3Image=true, Factor=true, Cause=Yes2025.0895.789695.89
CNN-LSTMImage=true, Factor=true, Cause=Yes2025.0895.5395.4595.49
RNNImage=false, Factor=true, Cause=Yes2025.0895.595.3895.44
GlaBoostImage=true, Factor=false, Cause=Yes2025.0895.4294.7694.93
CNN-RNNImage=true, Factor=true, Cause=Yes2025.0895.3497.2496.28
DeepSeek-R1Image=true, Factor=true, Cause=Yes2025.0895.2395.4595.31
GlaBoostImage=false, Factor=true, Cause=Yes2025.0895.2195.3895.29
GPT-O3Image=true, Factor=false, Cause=Yes2025.0895.1495.6794.99
DeepSeek-V3Image=true, Factor=true, Cause=Yes2025.0894.8195.1394.95
GPT-4OImage=true, Factor=false, Cause=Yes2025.0894.8194.3794.52
GPT-4OImage=false, Factor=true, Cause=Yes2025.0894.7894.994.83
DeepSeek-V3Image=true, Factor=false, Cause=Yes2025.0894.7593.9394.32
LlaMA-3.1-70BImage=true, Factor=true, Cause=Yes2025.0894.4994.894.61
LlaMA-3.1-405BImage=true, Factor=true, Cause=Yes2025.0894.1894.4294.32
GPT-O3Image=false, Factor=true, Cause=Yes2025.0894.1294.2194.17
DeepSeek-R1Image=false, Factor=true, Cause=Yes2025.0893.7993.9293.85
DeepSeek-R1Image=true, Factor=false, Cause=Yes2025.0893.6895.2294.01
LlaMA-3.1-405BImage=true, Factor=false, Cause=Yes2025.0893.5294.1393.78
DeepSeek-V3Image=false, Factor=true, Cause=Yes2025.0893.4793.5993.53
LlaMA-3.1-405BImage=false, Factor=true, Cause=Yes2025.0893.0593.1293.09
LlaMA-3.1-70BImage=false, Factor=true, Cause=Yes2025.0892.8292.9192.86
Random ForestImage=false, Factor=true, Cause=Yes2025.0869.9772.3571.09
Logistic RegressionImage=false, Factor=true, Cause=Yes2025.0858.7459.2458.95
Linear RegressionImage=false, Factor=true, Cause=Yes2025.0834.2939.2536.59