3D Object Classification on SHREC 2015
0.068AccuracyZSLPC†
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZSLPC†Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.068 | — | — | — | |
| CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.062 | — | — | — | |
| MHPCWord Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.062 | — | — | — | |
| f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.052 | — | — | — | |
| ZSLPC†Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.052 | — | — | — | |
| TZSLPC‡Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.052 | — | — | — | |
| 3DGenZGenerative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.049 | — | — | — | |
| 3DGenZGenerative=true, Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 0.049 | — | — | — | |
| MHPCWord Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.08 | 0.041 | — | — | — | |
| 3DGenZGenerative=true, Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.08 | 0.041 | — | — | — | |
| ZSLPC†Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.08 | 0.036 | — | — | — | |
| 3DGenZGenerative=true, Bias reduction=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 54.1 | 4.3 | 8 | |
| 3DGenZGenerative=true, Bias reduction=true, Word Embeddings=GloVe, Protocol=GZSL, Backbone=PointNet2021.08 | — | 47.2 | 3.9 | 7.2 | |
| 3DGenZGenerative=true, Bias reduction=true, Word Embeddings=Glove + W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 50.9 | 4.6 | 8.4 | |
| CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 80 | 1.7 | 3.3 | |
| f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 74.2 | 0.8 | 1.6 | |
| TZSLPC‡Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 82.1 | 0.9 | 1.8 |