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ResearchFormerly WizWand

Text Classification on AGNews (val)

93.8Top-1 AccCCT-2/4x1
90.399291.282192.16593.0479Apr 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CCT-2/4x1# Params=0.353 M2021.0493.8
CCT-6/1x1# Params=3.237 M2021.0493.73
Transformer-6# Params=4.337 M2021.0493.55
CVT-4/1# Params=0.436 M2021.0493.53
CCT-4/1x1# Params=0.436 M2021.0493.49
ViT-Lite-4/1# Params=0.436 M2021.0493.48
CCT-2/1x1# Params=0.238 M2021.0493.4
CVT-6/1# Params=3.237 M2021.0493.38
CCT-2/2x1# Params=0.276 M2021.0493.38
CCT-4/2x1# Params=0.474 M2021.0493.3
CCT-6/2x1# Params=3.313 M2021.0493.29
Transformer-2# Params=1.086 M2021.0493.28
Transformer-4# Params=2.171 M2021.0493.25
CVT-2/1# Params=0.238 M2021.0493.24
CCT-4/4x1# Params=0.551 M2021.0493.09
ViT-Lite-6/1# Params=3.237 M2021.0493.07
ViT-Lite-2/1# Params=0.238 M2021.0493.02
CCT-6/4x1# Params=3.467 M2021.0492.86
CVT-6/2# Params=3.313 M2021.0492.57
ViT-Lite-6/2# Params=3.313 M2021.0492.56
CVT-4/2# Params=0.474 M2021.0492.35
CVT-2/2# Params=0.276 M2021.0492.29
ViT-Lite-2/2# Params=0.276 M2021.0492.2
ViT-Lite-4/2# Params=0.474 M2021.0492.06
CVT-6/4# Params=3.467 M2021.0491.35
ViT-Lite-6/4# Params=3.467 M2021.0491.12
CVT-2/4# Params=0.353 M2021.0491.1
ViT-Lite-4/4# Params=0.551 M2021.0490.93
CVT-4/4# Params=0.551 M2021.0490.71
ViT-Lite-2/4# Params=0.353 M2021.0490.53