List your company
ResearchFormerly WizWand

Image Classification on iNaturalist OOD (test)

99.06Avg Minority-Group AccProposed + G + P + I
91.62493.554595.48597.4155Oct 4, 2024
Updated 7mo ago

Evaluation results

MethodLinks
Proposed + G + P + IContext size=4002024.1099.06
Proposed + G + P + IContext size=2562024.1099.04
GroupDROContext size=4002024.1099.01
Proposed + G + PContext size=4002024.1099
Proposed + G + P + IContext size=1282024.1098.99
GroupDROContext size=2562024.1098.91
Proposed + G + PContext size=2562024.1098.85
1-NNContext size=4002024.1098.8
Proposed + G + PContext size=1282024.1098.7
Proposed + P + IContext size=4002024.1098.61
Proposed + PContext size=4002024.1098.55
1-NNContext size=2562024.1098.55
Proposed + P + IContext size=2562024.1098.54
Proposed + PContext size=2562024.1098.49
1-NNContext size=1282024.1098.49
Proposed + P + IContext size=1282024.1098.46
GroupDROContext size=1282024.1098.46
Proposed + G + P + IContext size=642024.1098.44
ERMContext size=4002024.1098.43
Proposed + PContext size=1282024.1098.39
Proposed + G + PContext size=642024.1098.29
Naive + PContext size=4002024.1098.18
Naive + PContext size=2562024.1098.16
ERMContext size=2562024.1098.15
Naive + PContext size=1282024.1098.05
GroupDROContext size=642024.1097.85
1-NNContext size=642024.1097.84
Proposed + P + IContext size=642024.1097.8
Proposed + G + P + IContext size=322024.1097.73
ERMContext size=1282024.1097.7
Proposed + PContext size=642024.1097.65
GroupDROContext size=322024.1097.39
Naive + PContext size=642024.1097.29
Proposed + G + PContext size=322024.1097.28
1-NNContext size=322024.1097.17
ERMContext size=642024.1096.88
Proposed + P + IContext size=322024.1096.86
Proposed + PContext size=322024.1096.64
Naive + PContext size=322024.1096.22
ERMContext size=322024.1096.17
Proposed + IContext size=2562024.1095.94
Proposed + IContext size=1282024.1095.9
1-NNContext size=162024.1095.84
Proposed + G + IContext size=1282024.1095.83
Proposed + G + IContext size=642024.1095.82
Proposed + G + IContext size=2562024.1095.82
Proposed + IContext size=642024.1095.76
Proposed + G + IContext size=322024.1095.5
Proposed + IContext size=322024.1095.36
GroupDROContext size=162024.1095.33
ProposedContext size=2562024.1095.3
Proposed + GContext size=1282024.1095.29
Proposed + G + IContext size=4002024.1095.28
ProposedContext size=1282024.1095.27
Proposed + GContext size=2562024.1095.13
Proposed + IContext size=4002024.1095.06
NaiveContext size=1282024.1095.04
ProposedContext size=642024.1095.01
Proposed + GContext size=642024.1094.99
Proposed + G + P + IContext size=162024.1094.93
Proposed + GContext size=322024.1094.91
ProposedContext size=4002024.1094.89
NaiveContext size=642024.1094.85
NaiveContext size=2562024.1094.84
Proposed + PContext size=162024.1094.8
NaiveContext size=322024.1094.77
Proposed + G + PContext size=162024.1094.69
Proposed + P + IContext size=162024.1094.67
ERMContext size=162024.1094.65
Proposed + GContext size=4002024.1094.64
Proposed + IContext size=162024.1094.61
ProposedContext size=322024.1094.58
1-NNContext size=82024.1094.56
NaiveContext size=4002024.1094.53
Naive + PContext size=162024.1094.42
Proposed + G + IContext size=162024.1094.18
Proposed + GContext size=162024.1093.88
Proposed + IContext size=82024.1093.82
Proposed + G + IContext size=82024.1093.8
GroupDROContext size=82024.1093.79
NaiveContext size=162024.1093.76
ProposedContext size=162024.1093.71
Proposed + GContext size=82024.1093.27
Proposed + G + P + IContext size=82024.1093.25
ProposedContext size=82024.1093.2
ERMContext size=82024.1092.98
Proposed + P + IContext size=82024.1092.97
Proposed + PContext size=82024.1092.9
Proposed + IContext size=42024.1092.88
Proposed + G + PContext size=82024.1092.84
NaiveContext size=82024.1092.81
Naive + PContext size=82024.1092.79
Proposed + G + IContext size=42024.1092.59
Proposed + GContext size=42024.1092.48
Proposed + G + P + IContext size=42024.1092.28
Naive + PContext size=42024.1092.19
Proposed + P + IContext size=42024.1092.15
1-NNContext size=42024.1092.08
Proposed + PContext size=42024.1092.04
NaiveContext size=42024.1091.91