Object Detection on Pascal VOC (Pascal Detection Metric)
85.3Pascal Detection ScoreSimCLR
Evaluation results
| Method | Links | |
|---|---|---|
| SimCLRModel=ResNet-152 2x, Epochs=8002021.03 | 85.3 | |
| RSModel=ResNet-152 2x, Epochs=4002021.03 | 84.1 | |
| SimCLRModel=ResNet-152, Epochs=8002021.03 | 83.3 | |
| RSModel=ResNet-152, Epochs=4002021.03 | 82.2 | |
| SupervisedModel=ResNet-152 2x, Epochs=902021.03 | 81.1 | |
| SimCLRv2Model=ResNet-152 2x, Epochs=8002021.03 | 80.1 | |
| SupervisedModel=ResNet-152, Epochs=902021.03 | 80 | |
| SimCLRv2Model=ResNet-152, Epochs=8002021.03 | 79.1 | |
| NIFF-DeFRCNShots=102023.03 | 76.7 | |
| NIFF-DeFRCNShots=52023.03 | 76.3 | |
| NIFF-DeFRCNShots=32023.03 | 75.4 | |
| CFA-DeFRCNShots=102023.03 | 74.3 | |
| NIFF-DeFRCNShots=22023.03 | 74.2 | |
| DeFRCNShots=102023.03 | 74.1 | |
| CFA-DeFRCNShots=52023.03 | 74 | |
| DeFRCNShots=52023.03 | 73.6 | |
| CFA w/ cosShots=102023.03 | 73.4 | |
| CFA w/ fcShots=102023.03 | 73.2 | |
| CFA-DeFRCNShots=32023.03 | 73.1 | |
| DeFRCNShots=32023.03 | 72.6 | |
| CFA-DeFRCNShots=22023.03 | 72.6 | |
| CFA w/ cosShots=52023.03 | 72.5 | |
| CFA w/ fcShots=52023.03 | 71.7 | |
| DeFRCNShots=22023.03 | 71.3 | |
| NIFF-DeFRCNShots=12023.03 | 71.2 | |
| CFA w/ cosShots=32023.03 | 71.1 | |
| CFA w/ fcShots=32023.03 | 70.1 | |
| CFA w/ cosShots=22023.03 | 69.2 | |
| CFA-DeFRCNShots=12023.03 | 69 | |
| CFA w/ fcShots=22023.03 | 68 | |
| DeFRCNShots=12023.03 | 67.8 | |
| CFA w/ cosShots=12023.03 | 66.5 | |
| CFA w/ fcShots=12023.03 | 66.3 |