Horizon Line Estimation
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | NG-DSAC | AUC (horizon error) | 75.2 | — | Unverified |
| 2 | GoogleNet (Huber Loss, horizon line projection) | AUC (horizon error) | 71.16 | — | Unverified |
| 3 | CNN+FULL | AUC (horizon error) | 58.24 | — | Unverified |
| 4 | DL-IGP | AUC (horizon error) | 57.31 | — | Unverified |
| 5 | V | AUC (horizon error) | 54.43 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | V | AUC (horizon error) | 91.1 | — | Unverified |
| 2 | CNN+FULL | AUC (horizon error) | 90.8 | — | Unverified |
| 3 | DL-IGP | AUC (horizon error) | 86.26 | — | Unverified |
| 4 | GoogleNet (Huber Loss, horizon line projection) | AUC (horizon error) | 83.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | V | AUC (horizon error) | 95.35 | — | Unverified |
| 2 | CNN+FULL | AUC (horizon error) | 94.78 | — | Unverified |
| 3 | DL-IGP | AUC (horizon error) | 94.27 | — | Unverified |
| 4 | GoogleNet (Huber Loss, horizon line projection) | AUC (horizon error) | 86.41 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ConvLSTM (Huber Loss, naive residual path) | ATV | 4.98 | — | Unverified |