3D Object Classification on McGill
16.1AccuracyZSLPC†
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ZSLPC†Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 16.1 | — | — | — | |
| TZSLPC‡Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 13 | — | — | — | |
| MHPCWord Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 12.5 | — | — | — | |
| MHPCWord Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.08 | 11.1 | — | — | — | |
| CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 10.7 | — | — | — | |
| ZSLPC†Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 10.7 | — | — | — | |
| ZSLPC†Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.08 | 10.7 | — | — | — | |
| f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 10.2 | — | — | — | |
| 3DGenZGenerative=true, Word Embeddings=Glove + W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 9.4 | — | — | — | |
| 3DGenZGenerative=true, Word Embeddings=W2V, Protocol=ZSL, Backbone=PointNet2021.08 | 8.4 | — | — | — | |
| 3DGenZGenerative=true, Word Embeddings=GloVe, Protocol=ZSL, Backbone=PointNet2021.08 | 7.2 | — | — | — | |
| 3DGenZGenerative=true, Bias reduction=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 50.5 | 7.2 | 12.5 | |
| 3DGenZGenerative=true, Bias reduction=true, Word Embeddings=GloVe, Protocol=GZSL, Backbone=PointNet2021.08 | — | 48.9 | 6.4 | 11.3 | |
| 3DGenZGenerative=true, Bias reduction=true, Word Embeddings=Glove + W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 49.6 | 8.6 | 14.5 | |
| CADA-VAE*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 83.3 | 1.6 | 3.1 | |
| f-CLSWGAN*Generative=true, Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 75.3 | 2.3 | 4.5 | |
| TZSLPC‡Word Embeddings=W2V, Protocol=GZSL, Backbone=PointNet2021.08 | — | 80 | 0.9 | 1.8 |