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ResearchFormerly WizWand

3D Object Classification on SHREC 2015

0.068AccuracyZSLPC†
0.034720.043360.0520.06064Aug 13, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ZSLPC†Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.080.068———
CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.080.062———
MHPCWord Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.080.062———
f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.080.052———
ZSLPC†Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.080.052———
TZSLPC‡Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.080.052———
3DGenZGenerative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.080.049———
3DGenZGenerative=true, Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.080.049———
MHPCWord Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.080.041———
3DGenZGenerative=true, Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.080.041———
ZSLPC†Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.080.036———
3DGenZGenerative=true, Bias reduction=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—54.14.38
3DGenZGenerative=true, Bias reduction=true, Word Embeddings=GloVe, Protocol=GZSL, Backbone=PointNet2021.08—47.23.97.2
3DGenZGenerative=true, Bias reduction=true, Word Embeddings=Glove + W2V, Protocol=GZSL, Backbone=PointNet2021.08—50.94.68.4
CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—801.73.3
f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—74.20.81.6
TZSLPC‡Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—82.10.91.8