Zero-Shot Learning on UCF101
53.9AccuracyCLASTER
Evaluation results
| Method | Links | |
|---|---|---|
| CLASTERSemantic Embedding=ED2021.01 | 53.9 | |
| CLASTERSemantic Embedding=Combination of embeddings2021.01 | 52.7 | |
| CLASTERSemantic Embedding=manual representation2021.01 | 51.8 | |
| ERSemantic Embedding=ED2021.01 | 51.8 | |
| CLASTERSemantic Embedding=sentence2vec2021.01 | 50.2 | |
| CLASTERSemantic Embedding=word2vec embedding2021.01 | 46.7 | |
| E2ESemantic Embedding=word2vec embedding2021.01 | 46.2 | |
| PS-GNNSemantic Embedding=word2vec embedding2021.01 | 43 | |
| ODSemantic Embedding=manual representation2021.01 | 38.3 | |
| WGANSemantic Embedding=manual representation2021.01 | 37.5 | |
| ODSemantic Embedding=word2vec embedding2021.01 | 26.9 | |
| IAFSemantic Embedding=manual representation2021.01 | 26.1 | |
| WGANSemantic Embedding=word2vec embedding2021.01 | 25.8 | |
| Bi-Dir GANSemantic Embedding=manual representation2021.01 | 24.7 | |
| GGMSemantic Embedding=manual representation2021.01 | 24.5 | |
| IAFSemantic Embedding=word2vec embedding2021.01 | 22.2 | |
| Bi-Dir GANSemantic Embedding=word2vec embedding2021.01 | 21.8 | |
| GGMSemantic Embedding=word2vec embedding2021.01 | 20.3 | |
| SJESemantic Embedding=manual representation2021.01 | 12 | |
| SJESemantic Embedding=word2vec embedding2021.01 | 9.9 |