Unsupervised Object Segmentation
Papers
No papers found.
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RCF (with Post-Processing) | J score | 83 | — | Unverified |
| 2 | RCF (without Post-Processing) | J score | 80.9 | — | Unverified |
| 3 | MOD | J score | 73.9 | — | Unverified |
| 4 | OCLR | J score | 72.1 | — | Unverified |
| 5 | GWM | J score | 71.2 | — | Unverified |
| 6 | EM | J score | 69.8 | — | Unverified |
| 7 | MG | J score | 68.3 | — | Unverified |
| 8 | SIMO | J score | 67.8 | — | Unverified |
| 9 | AMD | J score | 57.8 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RCF (with post-processing) | mIoU | 79.6 | — | Unverified |
| 2 | RCF (without post-processing) | mIoU | 76.7 | — | Unverified |
| 3 | OCLR | mIoU | 67.6 | — | Unverified |
| 4 | GWM | mIoU | 66.7 | — | Unverified |
| 5 | MOD | mIoU | 62.2 | — | Unverified |
| 6 | SIMO | mIoU | 62 | — | Unverified |
| 7 | TokenCut | mIoU | 59.6 | — | Unverified |
| 8 | AMD | mIoU | 57 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RCF (with post-processing) | mIoU | 72.4 | — | Unverified |
| 2 | RCF (without post-processing) | mIoU | 69.9 | — | Unverified |
| 3 | OCLR | mIoU | 65.4 | — | Unverified |
| 4 | MOD | mIoU | 61.3 | — | Unverified |
| 5 | GWM | mIoU | 60.9 | — | Unverified |
| 6 | TokenCut | mIoU | 60.2 | — | Unverified |
| 7 | AMD | mIoU | 47.5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | AST | ARI-FG | 0.87 | — | Unverified |
| 2 | GENESIS-V2 | ARI-FG | 0.84 | — | Unverified |
| 3 | SlotAttention | ARI-FG | 0.79 | — | Unverified |
| 4 | GENESIS | ARI-FG | 0.63 | — | Unverified |
| 5 | MONET-G | ARI-FG | 0.54 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | AST | ARI-FG | 0.82 | — | Unverified |
| 2 | GENESIS-V2 | ARI-FG | 0.81 | — | Unverified |
| 3 | SlotAttention | ARI-FG | 0.76 | — | Unverified |
| 4 | GENESIS | ARI-FG | 0.7 | — | Unverified |
| 5 | MONET-G | ARI-FG | 0.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GENESIS-V2 | ARI | 0.55 | — | Unverified |
| 2 | MONET-G | ARI | 0.11 | — | Unverified |
| 3 | GENESIS | ARI | 0.04 | — | Unverified |
| 4 | SlotAttention | ARI | 0.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | UnSegArmaNet | mIoU | 77.83 | — | Unverified |
| 2 | DeepCut | mIoU | 74.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepCut | mIoU | 59.5 | — | Unverified |