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ResearchFormerly WizWand

3D Object Classification on McGill

16.1AccuracyZSLPC†
6.8449.24711.6514.053Aug 13, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ZSLPC†Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.0816.1———
TZSLPC‡Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.0813———
MHPCWord Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.0812.5———
MHPCWord Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.0811.1———
CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.0810.7———
ZSLPC†Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.0810.7———
ZSLPC†Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.0810.7———
f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.0810.2———
3DGenZGenerative=true, Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.089.4———
3DGenZGenerative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.088.4———
3DGenZGenerative=true, Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.087.2———
3DGenZGenerative=true, Bias reduction=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—50.57.212.5
3DGenZGenerative=true, Bias reduction=true, Word Embeddings=GloVe, Protocol=GZSL, Backbone=PointNet2021.08—48.96.411.3
3DGenZGenerative=true, Bias reduction=true, Word Embeddings=Glove + W2V, Protocol=GZSL, Backbone=PointNet2021.08—49.68.614.5
CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—83.31.63.1
f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—75.32.34.5
TZSLPC‡Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08—800.91.8