Experiment Results
Live results from the cross-city SSL generalization study. Data is pulled directly from MongoDB Atlas. Click any row to expand and see full details including per-city PDM scores and sub-metrics.
Total Experiments
47
Completed
47
Avg PDM Score
22.1%
Best Avg PDM
85.4%
| ID↑ | Backbone | Avg PDM |
|---|---|---|
| A1 | 25.9% | |
| A2 | 66.9% | |
| A3 | ResNet34 RNN | 85.4% |
| A3-b | ResNet34 RNN | 79.2% |
| A4 | ResNet34 RNN | 78.3% |
| A6 | ijepa RNN | 0.0% |
| A6-b | ijepa RNN | 0.0% |
| A7 | dinov2 RNN | 0.0% |
| A7-b | dinov2 RNN | 0.0% |
| A8 | mae RNN | 0.0% |
| A8-b | mae RNN | 0.0% |
| L1-B1 | ResNet34 RNN | 64.2% |
| L1-B2 | ResNet34 RNN | 69.1% |
| L1-B3 | ResNet34 RNN | 54.5% |
| L1-B4 | ResNet34 RNN | 50.9% |
| P1-B1 | ResNet34 RNN | 71.0% |
| P1-B1-b | ResNet34 RNN | 65.0% |
| P1-B2 | ResNet34 RNN | 71.7% |
| P1-B2-b | ResNet34 RNN | 68.6% |
| P1-B3 | ResNet34 RNN | 71.7% |
| P1-B3-b | ResNet34 RNN | 57.4% |
| P1-B4 | ResNet34 RNN | 59.6% |
| P1-B4-b | ResNet34 RNN | 0.0% |
| P1-D1 | dinov2 RNN | 0.0% |
| P1-D1-b | dinov2 RNN | 0.0% |
| P1-D2 | dinov2 RNN | 0.0% |
| P1-D2-b | dinov2 RNN | 0.0% |
| P1-D3 | dinov2 RNN | 0.0% |
| P1-D3-b | dinov2 RNN | 0.0% |
| P1-D4 | dinov2 RNN | 0.0% |
| P1-D4-b | dinov2 RNN | 0.0% |
| P1-I1 | ijepa RNN | 0.0% |
| P1-I1-b | ijepa RNN | 0.0% |
| P1-I2 | ijepa RNN | 0.0% |
| P1-I2-b | ijepa RNN | 0.0% |
| P1-I3 | ijepa RNN | 0.0% |
| P1-I3-b | ijepa RNN | 0.0% |
| P1-I4 | ijepa RNN | 0.0% |
| P1-I4-b | ijepa RNN | 0.0% |
| P1-M1 | mae RNN | 0.0% |
| P1-M1-b | mae RNN | 0.0% |
| P1-M2 | mae RNN | 0.0% |
| P1-M2-b | mae RNN | 0.0% |
| P1-M3 | mae RNN | 0.0% |
| P1-M3-b | mae RNN | 0.0% |
| P1-M4 | mae RNN | 0.0% |
| P1-M4-b | mae RNN | 0.0% |