Salient Object Detection
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SAM2-UNet | S-measure | 0.95 | — | Unverified |
| 2 | FOCUS | S-measure | 0.94 | — | Unverified |
| 3 | SelfReformer-Swin | S-measure | 0.94 | — | Unverified |
| 4 | EVPv2 | S-measure | 0.94 | — | Unverified |
| 5 | SelfReformer | S-measure | 0.94 | — | Unverified |
| 6 | EVPv1 | S-measure | 0.94 | — | Unverified |
| 7 | LDF(ours) | S-measure | 0.92 | — | Unverified |
| 8 | F3Net | S-measure | 0.92 | — | Unverified |
| 9 | RCSB | S-measure | 0.92 | — | Unverified |
| 10 | F3Net | S-measure | 0.92 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | FOCUS | S-measure | 0.9 | — | Unverified |
| 2 | SAM2-UNet | S-measure | 0.89 | — | Unverified |
| 3 | EVPv2 | S-measure | 0.88 | — | Unverified |
| 4 | EVPv1 | S-measure | 0.88 | — | Unverified |
| 5 | SelfReformer-Swin | S-measure | 0.88 | — | Unverified |
| 6 | SelfReformer | S-measure | 0.87 | — | Unverified |
| 7 | LDF(ours) | S-measure | 0.86 | — | Unverified |
| 8 | RCSB | S-measure | 0.85 | — | Unverified |
| 9 | F3Net | S-measure | 0.85 | — | Unverified |
| 10 | F3Net | S-measure | 0.83 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SAM2-UNet | S-measure | 0.94 | — | Unverified |
| 2 | FOCUS | S-measure | 0.94 | — | Unverified |
| 3 | SelfReformer-Swin | S-measure | 0.93 | — | Unverified |
| 4 | EVPv1 | S-measure | 0.93 | — | Unverified |
| 5 | SelfReformer | S-measure | 0.93 | — | Unverified |
| 6 | LDF | S-measure | 0.92 | — | Unverified |
| 7 | RCSB | S-measure | 0.92 | — | Unverified |
| 8 | F3Net | S-measure | 0.92 | — | Unverified |
| 9 | U2Net | MAE | 0.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SAM2-UNet | S-measure | 0.88 | — | Unverified |
| 2 | FOCUS | S-measure | 0.87 | — | Unverified |
| 3 | EVPv2 | S-measure | 0.86 | — | Unverified |
| 4 | SelfReformer-Swin | S-measure | 0.86 | — | Unverified |
| 5 | SelfReformer | S-measure | 0.86 | — | Unverified |
| 6 | F3Net | S-measure | 0.84 | — | Unverified |
| 7 | LDF | S-measure | 0.84 | — | Unverified |
| 8 | RCSB | S-measure | 0.82 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SAM2-UNet | Smeasure | 0.93 | — | Unverified |
| 2 | FOCUS | Smeasure | 0.93 | — | Unverified |
| 3 | SelfReformer-Swin | Smeasure | 0.92 | — | Unverified |
| 4 | EVPv2 | Smeasure | 0.92 | — | Unverified |
| 5 | SelfReformer | Smeasure | 0.91 | — | Unverified |
| 6 | LDF(ResNet-50) | Smeasure | 0.89 | — | Unverified |
| 7 | F3Net | Smeasure | 0.89 | — | Unverified |
| 8 | RCSB | Smeasure | 0.88 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | U2-Net+ | Fwβ | 0.7 | — | Unverified |