Evaluation of Output Embeddings for Fine-Grained Image Classification

Benchmark Model Rank Results
zero-shot-action-recognition-on-hmdb51SJE(word embedding)#14Top-1 Accuracy: 13.3
zero-shot-action-recognition-on-kineticsSJE(Word Embedding)#16Top-1 Accuracy: 22.3Top-5 Accuracy: 48.2
zero-shot-action-recognition-on-olympicsSJE(Atrribute)#3Top-1 Accuracy: 47.5
zero-shot-action-recognition-on-olympicsSJE(Word Embedding)#5Top-1 Accuracy: 28.6
zero-shot-action-recognition-on-ucf101SJE(Attribute)#17Top-1 Accuracy: 12.0
zero-shot-action-recognition-on-ucf101SJE(Word Embedding)#18Top-1 Accuracy: 9.9