Object State Classification on EPIC-STATES All Objects (test)
0.848mAPTSC+OHC
Evaluation results
| Method | Links | |
|---|---|---|
| TSC+OHCLinear classifier training data=100%2021.12 | 0.848 | |
| TSCLinear classifier training data=100%2021.12 | 0.842 | |
| ImageNet Pre-trainedLinear classifier training data=100%2021.12 | 0.831 | |
| TSC+OHCLinear classifier training data=12.5%2021.12 | 0.826 | |
| Semantic supervision via MIT States datasetLinear classifier training data=100%2021.12 | 0.815 | |
| TSCLinear classifier training data=12.5%2021.12 | 0.814 | |
| SimCLRLinear classifier training data=100%2021.12 | 0.81 | |
| ImageNet Pre-trainedLinear classifier training data=12.5%2021.12 | 0.782 | |
| Semantic supervision via EPIC action classificationLinear classifier training data=100%2021.12 | 0.779 | |
| SimCLRLinear classifier training data=12.5%2021.12 | 0.774 | |
| SimCLR + TCNLinear classifier training data=100%2021.12 | 0.774 | |
| Semantic supervision via MIT States datasetLinear classifier training data=12.5%2021.12 | 0.764 | |
| TCNLinear classifier training data=100%2021.12 | 0.734 | |
| SimCLR + TCNLinear classifier training data=12.5%2021.12 | 0.729 | |
| Semantic supervision via EPIC action classificationLinear classifier training data=12.5%2021.12 | 0.721 | |
| TCNLinear classifier training data=12.5%2021.12 | 0.625 |