Saliency Detection
Saliency Detection is a preprocessing step in computer vision which aims at finding salient objects in an image.
Source: An Unsupervised Game-Theoretic Approach to Saliency Detection
Papers
No papers found.
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | UCF | MAE | 0.12 | — | Unverified |
| 2 | U2-Net+ | MAE | 0.06 | — | Unverified |
| 3 | U2-Net | MAE | 0.05 | — | Unverified |
| 4 | LDF(ours) | MAE | 0.05 | — | Unverified |
| 5 | Pyramid Feature Attention | MAE | 0.04 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | U2-Net+ | MAE | 0.04 | — | Unverified |
| 2 | Pyramid Feature Attention | MAE | 0.03 | — | Unverified |
| 3 | LDF(ours) | MAE | 0.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SUM | AUC | 0.89 | — | Unverified |
| 2 | EYMOL | AUC | 0.83 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Pyramid Feature Attention | MAE | 0.04 | — | Unverified |
| 2 | PFAN [zhao2019pyramid] (+) PRN | MAE | 0.04 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Pyramid Feature Attention | MAE | 0.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | InvPT | max_F1 | 84.81 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Pyramid Feature Attention | MAE | 0.07 | — | Unverified |