Parking Space Occupancy
Image credit: https://github.com/martin-marek/parking-space-occupancy
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MobileNetV2 | F1-score | 0.93 | — | Unverified |
| 2 | VGG-19 | F1-score | 0.92 | — | Unverified |
| 3 | EfficientNet-P | F1-score | 0.91 | — | Unverified |
| 4 | mAlexNet | F1-score | 0.86 | — | Unverified |
| 5 | ResNet50 | F1-score | 0.84 | — | Unverified |
| 6 | CFEN | F1-score | 0.83 | — | Unverified |
| 7 | ViT | F1 | 0.82 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EfficientNet-P | F1-score | 0.97 | — | Unverified |
| 2 | MobileNetV2 | F1-score | 0.97 | — | Unverified |
| 3 | VGG-19 | F1-score | 0.96 | — | Unverified |
| 4 | ResNet50 | F1-score | 0.94 | — | Unverified |
| 5 | CarNet | F1-score | 0.93 | — | Unverified |
| 6 | ViT | F1-score | 0.92 | — | Unverified |
| 7 | CFEN | F1-score | 0.85 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EfficientNet-P | F1-score | 0.74 | — | Unverified |
| 2 | ViT | F1-score | 0.73 | — | Unverified |
| 3 | CarNet | F1-score | 0.71 | — | Unverified |
| 4 | MobileNetV2 | F1-score | 0.69 | — | Unverified |
| 5 | VGG-19 | F1-score | 0.68 | — | Unverified |
| 6 | ResNet50 | F1-score | 0.67 | — | Unverified |
| 7 | CFEN | F1-score | 0.54 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EfficientNet-P | F1-score | 1 | — | Unverified |
| 2 | MobileNetV2 | F1-score | 1 | — | Unverified |
| 3 | CarNet | F1-score | 0.99 | — | Unverified |
| 4 | CFEN | F1-score | 0.98 | — | Unverified |
| 5 | ResNet50 | F1-score | 0.94 | — | Unverified |