Activity Recognition on Breakfast Actions
42.9PrecisionHCF + Pattern Theory + ConceptNet
Evaluation results
| Method | Links | |
|---|---|---|
| HCF + Pattern Theory + ConceptNetFeatures=Handcrafted Features (HCF), Knowledge Graph=ConceptNet2018.11 | 42.9 | |
| HCF + Pattern TheoryFeatures=Handcrafted Features (HCF)2018.11 | 38.6 | |
| VGG16 + LSTM + Predictive Features (AL)Backbone=VGG16, Pre-training=Self-supervised (Predictive Features), Adaptive Learning=true2018.11 | 37.87 | |
| RNN + ECTC (Cosine)Similarity Measure=Cosine2018.11 | 36.7 | |
| RNN + ECTC2018.11 | 35.6 | |
| VGG16 + LSTMBackbone=VGG16, Pre-training=None (Cross-entropy only)2018.11 | 33.54 | |
| HCF + CFG + HMMFeatures=Handcrafted Features (HCF), Model Components=CFG + HMM2018.11 | 31.8 | |
| HCF + HMMFeatures=Handcrafted Features (HCF)2018.11 | 14.9 |